Starting preprocessing of the model file ... Substitution of endo lags >= 2: added 2 auxiliary variables and equations. Found 25 equation(s). Evaluating expressions...done Computing static model derivatives (order 1). Computing dynamic model derivatives (order 2). Processing outputs ... done Preprocessing completed. Residuals of the static equations: Equation number 1 : 0 : c Equation number 2 : 0 : lab Equation number 3 : 0 : 3 Equation number 4 : 0 : drer Equation number 5 : 0 : Auip Equation number 6 : 0 : z Equation number 7 : 0 : p Equation number 8 : 0 : lop Equation number 9 : 0 : y Equation number 10 : 0 : Ay Equation number 11 : 0 : rg Equation number 12 : 0 : wh Equation number 13 : 0 : we Equation number 14 : 0 : k Equation number 15 : 0 : q Equation number 16 : 0 : 16 Equation number 17 : 0 : rk Equation number 18 : 0 : n Equation number 19 : 0 : 19 Equation number 20 : 0 : i Equation number 21 : 0 : ius Equation number 22 : 0 : pus Equation number 23 : 0 : yus STEADY-STATE RESULTS: c 0 lab 0 i 0 p 0 wh 0 rer 0 drer 0 ius 0 pus 0 yus 0 z 0 y 0 inv 0 lop 0 mc 0 k 0 rg 0 we 0 q 0 rk 0 n 0 Auip 0 Ay 0 EIGENVALUES: Modulus Real Imaginary 0 0 0 1.025e-16 -1.025e-16 0 1.76e-15 1.76e-15 0 5.305e-15 5.305e-15 0 8.26e-15 8.26e-15 0 1.508e-14 -1.508e-14 0 0.3349 0.3349 0 0.4545 0.3814 0.2472 0.4545 0.3814 -0.2472 0.8028 0.8014 0.04788 0.8028 0.8014 -0.04788 0.87 0.87 0 0.9 0.9 0 0.95 0.95 0 0.9778 0.9778 0 0.99 0.99 0 0.99 0.99 0 0.99 0.99 0 1.212 1.208 0.1016 1.212 1.208 -0.1016 1.335 1.335 0 1.751 1.751 0 1.796e+17 -1.796e+17 0 2.043e+34 -2.043e+34 0 Inf Inf 0 Inf Inf 0 There are 8 eigenvalue(s) larger than 1 in modulus for 8 forward-looking variable(s) The rank condition is verified. You did not declare endogenous variables after the estimation/calib_smoother command. Initial value of the log posterior (or likelihood): 1722.5337 Gradient norm 7590.8205 Minimum Hessian eigenvalue 0.17792 Maximum Hessian eigenvalue 10923396.5231 Iteration 1 Predicted improvement: 58.438992602 lambda = 1; f = -1944.4858754 lambda = 1.9332; f = -1722.5269442 lambda = 1.3017; f = -1722.5336138 lambda = 1.0267; f = -1951.2701327 lambda = 1.1838; f = -1722.5336606 lambda = 1.0869; f = -1849.3570573 lambda = 1.1441; f = -1722.5336643 lambda = 1.1094; f = -1412.8441223 lambda = 1.0758; f = -1904.7929324 lambda = 1.0958; f = -1760.5578485 lambda = 1.0838; f = -1869.2373261 Norm of dx 1.2286 Predicted improvement: 28810278.261477679 lambda = 1; f = 26505819.3991515 lambda = 0.33333; f = 2943058.4748827 lambda = 0.11111; f = 325309.9404599 lambda = 0.037037; f = 34560.8305797 lambda = 0.012346; f = 2291.9913234 lambda = 0.0041152; f = -1281.4619282 lambda = 0.0013717; f = -1674.9434869 lambda = 0.00045725; f = -1717.5956242 lambda = 0.00015242; f = -1722.0808780 lambda = 5.0805e-05; f = -1722.5058941 lambda = 1.6935e-05; f = -1722.5322469 lambda = 5.645e-06; f = -1722.5335948 lambda = 1.8817e-06; f = 2554.9326233 lambda = 6.2723e-07; f = -1970.9199135 Norm of dx 7590.8 Gradient step!! Predicted improvement: 0.204090722 lambda = 1; f = -1971.3267447 lambda = 1.9332; f = -1971.7038686 lambda = 3.7372; f = -1972.4255317 lambda = 7.2247; f = -1973.7898287 lambda = 13.967; f = -1976.2855423 lambda = 27; f = -1980.3269384 lambda = 52.196; f = -1981.8782804 Norm of dx 0.00039541 Done for param euip = 0.0368 Predicted improvement: 0.088762638 lambda = 1; f = -1982.0555807 lambda = 1.9332; f = -1982.2206296 lambda = 3.7372; f = -1982.5385957 lambda = 7.2247; f = -1983.1491816 lambda = 13.967; f = -1984.3144007 lambda = 27; f = -1986.5115429 lambda = 52.196; f = -1990.5601435 lambda = 100.9; f = -1997.6992068 lambda = 195.07; f = -2009.2788849 lambda = 377.1; f = -2025.3019418 Norm of dx 3.5768e-05 Done for param elop = 0.0674 Predicted improvement: 0.577379753 lambda = 1; f = -2026.4620921 lambda = 1.9332; f = -2027.5545640 lambda = 3.7372; f = -2029.6940498 lambda = 7.2247; f = -2033.9369150 lambda = 13.967; f = -2042.5692622 lambda = 27; f = -2061.1253449 lambda = 52.196; f = -2106.4390845 lambda = 100.9; f = -1722.5336633 lambda = 67.943; f = -2142.3340509 lambda = 86.14; f = -2138.3499648 lambda = 109.21; f = -1722.5336317 lambda = 94.717; f = -1275.4396020 lambda = 82.147; f = -2160.7004628 lambda = 89.473; f = -2068.0876499 Norm of dx 0.00056824 Done for param eyus = 0.0097 Predicted improvement: 10.444013501 lambda = 1; f = -2173.2495957 Norm of dx 0.00068815 Done for param eius = 0.0042 Predicted improvement: 2.851237252 lambda = 1; f = -2179.0742051 lambda = 1.9332; f = -2184.7389427 lambda = 3.7372; f = -2196.3630664 lambda = 7.2247; f = -2221.4977510 lambda = 13.967; f = -2257.0134861 lambda = 27; f = -1722.5335596 lambda = 18.18; f = 1108.7061932 lambda = 14.34; f = -2252.5356581 lambda = 16.534; f = -2074.3070312 lambda = 15.18; f = -2229.0649878 Norm of dx 0.0012656 Done for param epus = 0.0063 Predicted improvement: 0.670622819 lambda = 1; f = -2258.3483471 lambda = 1.9332; f = -2259.5808320 lambda = 3.7372; f = -2261.9173670 lambda = 7.2247; f = -2266.1836564 lambda = 13.967; f = -2272.6091730 lambda = 27; f = -2260.2416242 lambda = 18.18; f = -2274.1449245 lambda = 23.049; f = -2270.8301405 Norm of dx 0.0010505 Done for param ey = 0.0351 Predicted improvement: 0.204019016 lambda = 1; f = -2274.5536270 lambda = 1.9332; f = -2274.9362270 lambda = 3.7372; f = -2275.6791900 lambda = 7.2247; f = -2277.1280760 lambda = 13.967; f = -2279.9773818 lambda = 27; f = -2285.6758369 lambda = 52.196; f = -2297.4807830 lambda = 100.9; f = -2323.9723998 lambda = 195.07; f = -2397.5499492 lambda = 377.1; f = -1722.5331717 lambda = 253.92; f = -2438.5550495 lambda = 321.92; f = -1722.5335946 lambda = 279.2; f = -1519.7902999 lambda = 256.34; f = -2433.4114919 lambda = 269.82; f = -2301.1331420 lambda = 261.65; f = -2410.8127603 lambda = 266.52; f = -2363.6487497 lambda = 271.48; f = -2252.1892794 lambda = 268.5; f = -2330.6338608 Norm of dx 0.00025088 Done for param emp = 0.0087 Predicted improvement: 5.957097332 lambda = 1; f = -2442.1352703 Norm of dx 0.15225 Done for param Cupsilon = 0.3339 Predicted improvement: 0.509340562 lambda = 1; f = -2444.3567350 lambda = 1.9332; f = -2447.5570752 lambda = 3.7372; f = -2452.0177544 lambda = 7.2247; f = -2447.9985810 lambda = 13.967; f = -2419.6038488 lambda = 9.4043; f = -2440.1985991 lambda = 6.3323; f = -2450.3184091 lambda = 8.0283; f = -2445.4110038 Norm of dx 0.22068 Done for param Cpsi = 1.7231 Predicted improvement: 0.407424232 lambda = 1; f = -2452.8273310 lambda = 1.9332; f = -2453.5733131 lambda = 3.7372; f = -2454.9895018 lambda = 7.2247; f = -2457.6310504 lambda = 13.967; f = -2462.3859598 lambda = 27; f = -2470.3468911 lambda = 52.196; f = -2481.8899636 lambda = 100.9; f = -2494.8210031 Norm of dx 0.0011604 Done for param eta = 0.6130 Predicted improvement: 25.790137007 lambda = 1; f = -1722.5335152 lambda = 0.33333; f = -2509.2469012 lambda = 0.64439; f = -2515.2338037 Norm of dx 0.58986 Done for param kappa = 0.1975 Predicted improvement: 5.878410791 lambda = 1; f = -2524.8421985 lambda = 1.9332; f = -2528.8961992 Norm of dx 0.031438 Done for param chi = 0.0461 Predicted improvement: 5.398309223 lambda = 1; f = -2534.8261645 Norm of dx 0.020747 Done for param thetaH = 0.7957 Predicted improvement: 2.858769278 lambda = 1; f = -2538.4684731 Norm of dx 0.041904 Done for param thetaF = 0.8419 Predicted improvement: 37.107932248 lambda = 1; f = -2481.1715099 lambda = 0.33333; f = -2558.1564608 lambda = 0.64439; f = -2560.3977501 Norm of dx 0.3322 Done for param rhomp = 0.8164 Predicted improvement: 0.472508740 lambda = 1; f = -2561.1584076 lambda = 1.9332; f = -2561.5275981 Norm of dx 0.10492 Done for param betapimp = 1.1579 Predicted improvement: 0.013786803 lambda = 1; f = -2561.5543743 lambda = 1.9332; f = -2561.5779293 lambda = 3.7372; f = -2561.6195763 lambda = 7.2247; f = -2561.6857415 lambda = 13.967; f = -2561.7613163 Norm of dx 0.0062445 Done for param thetaymp = 1.6288 Predicted improvement: 3.764211225 lambda = 1; f = -2565.4270231 Norm of dx 0.17133 Done for param mu1 = 0.6539 Predicted improvement: 19.712032949 lambda = 1; f = -2572.4084016 lambda = 0.33333; f = -2576.1827719 lambda = 0.64439; f = -2580.6118489 Norm of dx 0.25101 Done for param mu2 = 0.8047 Predicted improvement: 8.279690763 lambda = 1; f = -2589.6204786 Norm of dx 0.3595 Done for param mu3 = 0.2081 Predicted improvement: 0.903730578 lambda = 1; f = -2591.1798587 lambda = 1.9332; f = -2592.1561938 lambda = 3.7372; f = -2592.5436864 Norm of dx 0.027223 Done for param rhouip = 0.3033 Predicted improvement: 11.150959994 lambda = 1; f = -2605.3865803 Norm of dx 0.17047 Done for param rholop = 0.6726 Predicted improvement: 0.712991712 lambda = 1; f = -2606.6323341 lambda = 1.9332; f = -2607.5123381 lambda = 3.7372; f = -2608.6173680 Norm of dx 0.012227 Done for param rhoy = 0.4095 Sequence of univariate steps!! Actual dxnorm 0.99731 FVAL -2608.6174 Improvement 886.0837 Ftol 1e-05 Htol 1e-05 Gradient norm 8781.1904 Minimum Hessian eigenvalue 0.24369 Maximum Hessian eigenvalue 502569650.3454 Elapsed time for iteration 5.0253 s. Iteration 2 Predicted improvement: 55.827834209 lambda = 1; f = -2607.6003168 lambda = 0.33333; f = -2637.3307101 lambda = 0.64439; f = -2607.6100151 lambda = 0.4339; f = -2642.2526493 Norm of dx 1.765 Predicted improvement: 38554652.379748143 lambda = 1; f = 52536159.9200223 lambda = 0.33333; f = 5834968.5165410 lambda = 0.11111; f = 645991.4239147 lambda = 0.037037; f = 69452.2903676 lambda = 0.012346; f = 5396.4507757 lambda = 0.0041152; f = -1719.7016035 lambda = 0.0013717; f = -2510.0250525 lambda = 0.00045725; f = -2597.7197968 lambda = 0.00015242; f = -2607.4242191 lambda = 5.0805e-05; f = -2608.4901052 lambda = 1.6935e-05; f = -2608.6046945 lambda = 5.645e-06; f = -2608.6163045 lambda = 1.8817e-06; f = -2608.6173306 lambda = 6.2723e-07; f = -2489.1727157 lambda = 2.0908e-07; f = -2645.2476531 lambda = 6.9692e-08; f = -2645.1152336 Norm of dx 8781.2 Gradient step!! Predicted improvement: 1.666447065 lambda = 1; f = -2646.3659435 Norm of dx 0.0029689 Done for param euip = 0.0178 Predicted improvement: 17.901041863 lambda = 1; f = -2661.7796877 Norm of dx 0.020334 Done for param elop = 0.0810 Predicted improvement: 0.452878182 lambda = 1; f = -2662.2602313 Norm of dx 0.00056826 Done for param eyus = 0.0105 Predicted improvement: 1.109316104 lambda = 1; f = -2663.5013446 Norm of dx 0.00030048 Done for param eius = 0.0039 Predicted improvement: 0.147893969 lambda = 1; f = -2663.6428356 Norm of dx 0.00026223 Done for param epus = 0.0069 Predicted improvement: 0.742396578 lambda = 1; f = -2664.2612810 Norm of dx 0.00371 Done for param ey = 0.0383 Predicted improvement: 0.902175573 lambda = 1; f = -2665.2598570 Norm of dx 0.00043677 Done for param emp = 0.0061 Predicted improvement: 0.988503667 lambda = 1; f = -2666.4211752 Norm of dx 0.062022 Done for param Cupsilon = 0.4731 Predicted improvement: 0.022755735 lambda = 1; f = -2666.4455502 Norm of dx 0.024122 Done for param Cpsi = 1.1382 Predicted improvement: 0.090551980 lambda = 1; f = -2666.5433231 Norm of dx 0.0047886 Done for param eta = 0.6424 Predicted improvement: 0.039772099 lambda = 1; f = -2666.5842325 Norm of dx 0.0098353 Done for param kappa = 0.1580 Predicted improvement: 0.064522348 lambda = 1; f = -2666.6466959 Norm of dx 0.0017644 Done for param chi = 0.0456 Predicted improvement: 1.001680428 lambda = 1; f = -2667.7103448 Norm of dx 0.0064103 Done for param thetaH = 0.7843 Predicted improvement: 0.307641194 lambda = 1; f = -2668.0640413 Norm of dx 0.010246 Done for param thetaF = 0.8573 Predicted improvement: 10.027130252 lambda = 1; f = -2673.2002227 lambda = 0.33333; f = -2673.5365596 lambda = 0.64439; f = -2675.8612748 Norm of dx 0.08193 Done for param rhomp = 0.8701 Predicted improvement: 0.867281941 lambda = 1; f = -2676.8888661 Norm of dx 0.14429 Done for param betapimp = 0.9359 Predicted improvement: 0.565168951 lambda = 1; f = -2677.4464552 Norm of dx 0.15792 Done for param thetaymp = 1.4615 Predicted improvement: 0.003695718 lambda = 1; f = -2677.4501775 Norm of dx 0.0055161 Done for param mu1 = 0.6473 Predicted improvement: 0.524043630 lambda = 1; f = -2678.0143244 Norm of dx 0.021029 Done for param mu2 = 0.8318 Predicted improvement: 0.007649706 lambda = 1; f = -2678.0219859 Norm of dx 0.011991 Done for param mu3 = 0.1952 Predicted improvement: 2.064057957 lambda = 1; f = -2680.2029509 Norm of dx 0.05346 Done for param rhouip = 0.5324 Predicted improvement: 17.147528358 lambda = 1; f = -2677.6131045 lambda = 0.33333; f = -2689.4999589 lambda = 0.64439; f = -2692.6571940 Norm of dx 0.24509 Done for param rholop = 0.8495 Predicted improvement: 2.555126266 lambda = 1; f = -2695.7015953 Norm of dx 0.063344 Done for param rhoy = 0.4041 Sequence of univariate steps!! Actual dxnorm 0.72779 FVAL -2695.7016 Improvement 87.0842 Ftol 1e-05 Htol 1e-05 Gradient norm 6275.2624 Minimum Hessian eigenvalue 0.40825 Maximum Hessian eigenvalue 758431153.3481 Elapsed time for iteration 2.9668 s. Iteration 3 Predicted improvement: 48.078925982 lambda = 1; f = -2695.7015857 lambda = 0.33333; f = -2711.6989143 Norm of dx 1.8431 Predicted improvement: 19689459.231701020 lambda = 1; f = 34505438.0655438 lambda = 0.33333; f = 3831413.0860611 lambda = 0.11111; f = 423274.4971583 lambda = 0.037037; f = 44621.1052587 lambda = 0.012346; f = 2558.0452753 lambda = 0.0041152; f = -2112.6950326 lambda = 0.0013717; f = -2631.0282845 lambda = 0.00045725; f = -2688.5495718 lambda = 0.00015242; f = -2694.9180525 lambda = 5.0805e-05; f = -2695.6181589 lambda = 1.6935e-05; f = -2695.6934477 lambda = 5.645e-06; f = -2695.7009795 lambda = 1.8817e-06; f = -2695.7015723 lambda = 6.2723e-07; f = -2459.5795470 lambda = 2.0908e-07; f = -2707.5307634 lambda = 6.9692e-08; f = -2712.3728056 lambda = 2.3231e-08; f = -2712.0980472 Norm of dx 6275.3 Predicted improvement: 0.579222929 lambda = 1; f = -2712.8520668 Norm of dx 0.00084085 Done for param euip = 0.0098 Predicted improvement: 0.219239850 lambda = 1; f = -2713.1056347 Norm of dx 0.0030984 Done for param elop = 0.0841 Predicted improvement: 0.259167965 lambda = 1; f = -2713.3821057 Norm of dx 0.00044114 Done for param eyus = 0.0106 Predicted improvement: 0.121132479 lambda = 1; f = -2713.4960061 Norm of dx 0.00013654 Done for param eius = 0.0039 Predicted improvement: 0.020590912 lambda = 1; f = -2713.5170281 Norm of dx 8.7583e-05 Done for param epus = 0.0069 Predicted improvement: 0.105481583 lambda = 1; f = -2713.6284055 Norm of dx 0.0012986 Done for param ey = 0.0471 Predicted improvement: 0.010525680 lambda = 1; f = -2713.6392215 Norm of dx 4.3238e-05 Done for param emp = 0.0047 Predicted improvement: 6.935389327 lambda = 1; f = -2722.0211221 Norm of dx 0.11468 Done for param Cupsilon = 0.5642 Predicted improvement: 0.000449551 lambda = 1; f = -2722.0215679 Norm of dx 0.0026817 Done for param Cpsi = 1.0704 Predicted improvement: 0.078001745 lambda = 1; f = -2722.1022364 Norm of dx 0.0029297 Done for param eta = 0.6399 Predicted improvement: 0.017411071 lambda = 1; f = -2722.1200528 Norm of dx 0.0086313 Done for param kappa = 0.2167 Predicted improvement: 0.011363293 lambda = 1; f = -2722.1313021 Norm of dx 0.00043554 Done for param chi = 0.0372 Predicted improvement: 0.046657868 lambda = 1; f = -2722.1802467 Norm of dx 0.00095771 Done for param thetaH = 0.7925 Predicted improvement: 0.001274152 lambda = 1; f = -2722.1814881 Norm of dx 0.00016206 Done for param thetaF = 0.8512 Predicted improvement: 3.473831240 lambda = 1; f = -2721.6398879 lambda = 0.33333; f = -2723.8780512 lambda = 0.64439; f = -2724.0443536 Norm of dx 0.043107 Done for param rhomp = 0.8919 Predicted improvement: 0.090042012 lambda = 1; f = -2724.1302872 Norm of dx 0.033125 Done for param betapimp = 0.9610 Predicted improvement: 1.472273896 lambda = 1; f = -2725.8239574 Norm of dx 0.10228 Done for param thetaymp = 1.0185 Predicted improvement: 0.001433573 lambda = 1; f = -2725.8253840 Norm of dx 0.0032476 Done for param mu1 = 0.6236 Predicted improvement: 0.003268477 lambda = 1; f = -2725.8288488 Norm of dx 0.0019795 Done for param mu2 = 0.8637 Predicted improvement: 0.001371666 lambda = 1; f = -2725.8302357 Norm of dx 0.004709 Done for param mu3 = 0.1720 Predicted improvement: 0.301627073 lambda = 1; f = -2726.1391139 Norm of dx 0.018127 Done for param rhouip = 0.6675 Predicted improvement: 0.108809876 lambda = 1; f = -2726.2413086 Norm of dx 0.0063066 Done for param rholop = 0.9046 Predicted improvement: 1.040302983 lambda = 1; f = -2726.9226596 Norm of dx 0.064261 Done for param rhoy = 0.2437 Sequence of univariate steps!! Actual dxnorm 0.51299 FVAL -2726.9227 Improvement 31.2211 Ftol 1e-05 Htol 1e-05 Gradient norm 3165.612 Minimum Hessian eigenvalue 0.49221 Maximum Hessian eigenvalue 881893249.8957 Elapsed time for iteration 2.7597 s. Iteration 4 Predicted improvement: 38.385147557 lambda = 1; f = -2726.9178829 lambda = 0.33333; f = -2712.4671621 lambda = 0.11111; f = -2731.9923540 Norm of dx 3.9268 Predicted improvement: 0.613868321 lambda = 1; f = -2732.5050271 Norm of dx 0.00083843 Done for param euip = 0.0095 Predicted improvement: 0.315880889 lambda = 1; f = -2732.8266830 Norm of dx 0.004504 Done for param elop = 0.0946 Predicted improvement: 0.031368579 lambda = 1; f = -2732.8588363 Norm of dx 0.00016542 Done for param eyus = 0.0106 Predicted improvement: 0.189583499 lambda = 1; f = -2733.0337716 Norm of dx 0.00017329 Done for param eius = 0.0039 Predicted improvement: 0.000016901 lambda = 1; f = -2733.0337884 Norm of dx 2.5961e-06 Done for param epus = 0.0069 Predicted improvement: 0.478412503 lambda = 1; f = -2733.5448919 Norm of dx 0.0028171 Done for param ey = 0.0509 Predicted improvement: 0.025825959 lambda = 1; f = -2733.5709855 Norm of dx 6.3374e-05 Done for param emp = 0.0044 Predicted improvement: 0.584383858 lambda = 1; f = -2734.1567342 Norm of dx 0.047148 Done for param Cupsilon = 0.5046 Predicted improvement: 0.122644474 lambda = 1; f = -2734.3033627 Norm of dx 0.047615 Done for param Cpsi = 1.4370 Predicted improvement: 0.309683689 lambda = 1; f = -2734.5733034 Norm of dx 0.0057359 Done for param eta = 0.6139 Predicted improvement: 0.073838547 lambda = 1; f = -2734.6499841 Norm of dx 0.01826 Done for param kappa = 0.2273 Predicted improvement: 0.001259505 lambda = 1; f = -2734.6520408 lambda = 1.9332; f = -2734.6531294 Norm of dx 8.5026e-05 Done for param chi = 0.0336 Predicted improvement: 0.208653986 lambda = 1; f = -2734.8438137 Norm of dx 0.0021755 Done for param thetaH = 0.8098 Predicted improvement: 0.010250735 lambda = 1; f = -2734.8541334 Norm of dx 0.00044358 Done for param thetaF = 0.8610 Predicted improvement: 0.025065996 lambda = 1; f = -2734.8781316 Norm of dx 0.0018696 Done for param rhomp = 0.9133 Predicted improvement: 0.024485469 lambda = 1; f = -2734.9017345 Norm of dx 0.024148 Done for param betapimp = 1.0500 Predicted improvement: 0.131075881 lambda = 1; f = -2735.0387875 Norm of dx 0.047619 Done for param thetaymp = 1.3360 Predicted improvement: 0.147549944 lambda = 1; f = -2735.1905165 Norm of dx 0.031206 Done for param mu1 = 0.6189 Predicted improvement: 0.073222819 lambda = 1; f = -2735.2663529 Norm of dx 0.0091241 Done for param mu2 = 0.8714 Predicted improvement: 0.025119644 lambda = 1; f = -2735.2914596 Norm of dx 0.019974 Done for param mu3 = 0.1618 Predicted improvement: 0.533513755 lambda = 1; f = -2735.8302075 Norm of dx 0.02363 Done for param rhouip = 0.6779 Predicted improvement: 0.134746970 lambda = 1; f = -2735.9560648 Norm of dx 0.0067378 Done for param rholop = 0.9040 Predicted improvement: 0.802509593 lambda = 1; f = -2736.8051744 Norm of dx 0.051434 Done for param rhoy = 0.1749 Sequence of univariate steps!! Actual dxnorm 0.50346 FVAL -2736.8052 Improvement 9.8825 Ftol 1e-05 Htol 1e-05 Gradient norm 1519.0763 Minimum Hessian eigenvalue 0.26179 Maximum Hessian eigenvalue 1042504909.9622 Elapsed time for iteration 2.4389 s. Iteration 5 Predicted improvement: 32.043589208 lambda = 1; f = -2728.2450541 lambda = 0.33333; f = -2736.6836639 lambda = 0.11111; f = -2732.0398688 lambda = 0.037037; f = -2738.1919745 Norm of dx 4.8268 Predicted improvement: 0.228929369 lambda = 1; f = -2738.4005676 Norm of dx 0.00043241 Done for param euip = 0.0087 Predicted improvement: 0.068736340 lambda = 1; f = -2738.4709801 Norm of dx 0.0022583 Done for param elop = 0.0977 Predicted improvement: 0.005515585 lambda = 1; f = -2738.4765571 Norm of dx 7.13e-05 Done for param eyus = 0.0106 Predicted improvement: 0.001218768 lambda = 1; f = -2738.4777691 Norm of dx 1.2732e-05 Done for param eius = 0.0039 Predicted improvement: 0.002655549 lambda = 1; f = -2738.4804034 Norm of dx 3.2876e-05 Done for param epus = 0.0069 Predicted improvement: 0.234673099 lambda = 1; f = -2738.7270931 Norm of dx 0.0023723 Done for param ey = 0.0587 Predicted improvement: 0.040980611 lambda = 1; f = -2738.7692688 Norm of dx 7.8248e-05 Done for param emp = 0.0044 Predicted improvement: 0.203154910 lambda = 1; f = -2738.9754823 Norm of dx 0.026772 Done for param Cupsilon = 0.5247 Predicted improvement: 0.250225327 lambda = 1; f = -2739.2150393 Norm of dx 0.072113 Done for param Cpsi = 1.3608 Predicted improvement: 0.044502912 lambda = 1; f = -2739.2638849 Norm of dx 0.001879 Done for param eta = 0.6017 Predicted improvement: 0.032621753 lambda = 1; f = -2739.2961354 Norm of dx 0.014287 Done for param kappa = 0.2595 Predicted improvement: 0.088068014 lambda = 1; f = -2739.3800633 Norm of dx 0.0012678 Done for param chi = 0.0342 Predicted improvement: 0.276188969 lambda = 1; f = -2739.6500739 Norm of dx 0.002159 Done for param thetaH = 0.8165 Predicted improvement: 0.017985184 lambda = 1; f = -2739.6681125 Norm of dx 0.0004971 Done for param thetaF = 0.8643 Predicted improvement: 0.055489215 lambda = 1; f = -2739.7223909 Norm of dx 0.0027078 Done for param rhomp = 0.9155 Predicted improvement: 0.003082518 lambda = 1; f = -2739.7255625 Norm of dx 0.008303 Done for param betapimp = 1.0818 Predicted improvement: 0.034018215 lambda = 1; f = -2739.7605502 Norm of dx 0.024756 Done for param thetaymp = 1.3462 Predicted improvement: 0.000467589 lambda = 1; f = -2739.7610171 Norm of dx 0.0018121 Done for param mu1 = 0.6109 Predicted improvement: 0.021656920 lambda = 1; f = -2739.7822469 Norm of dx 0.0055285 Done for param mu2 = 0.8752 Predicted improvement: 0.000456009 lambda = 1; f = -2739.7827029 Norm of dx 0.0026083 Done for param mu3 = 0.1480 Predicted improvement: 0.235106437 lambda = 1; f = -2740.0236427 Norm of dx 0.015097 Done for param rhouip = 0.6961 Predicted improvement: 0.009498696 lambda = 1; f = -2740.0332896 Norm of dx 0.0015035 Done for param rholop = 0.9033 Predicted improvement: 0.247310902 lambda = 1; f = -2740.2852409 Norm of dx 0.031219 Done for param rhoy = 0.0855 Sequence of univariate steps!! Actual dxnorm 0.13129 FVAL -2740.2852 Improvement 3.4801 Ftol 1e-05 Htol 1e-05 Gradient norm 903.3113 Minimum Hessian eigenvalue 0.22712 Maximum Hessian eigenvalue 1013952453.8683 Elapsed time for iteration 2.6837 s. Iteration 6 Predicted improvement: 18.008184851 lambda = 1; f = -2737.0035456 lambda = 0.33333; f = -2740.0914231 lambda = 0.11111; f = -2740.2771833 lambda = 0.037037; f = -2740.8871167 Norm of dx 3.6919 Predicted improvement: 0.075594371 lambda = 1; f = -2740.9580400 Norm of dx 0.00022767 Done for param euip = 0.0083 Predicted improvement: 0.005555240 lambda = 1; f = -2740.9638056 Norm of dx 0.00067508 Done for param elop = 0.1006 Predicted improvement: 0.001622847 lambda = 1; f = -2740.9654382 Norm of dx 3.8987e-05 Done for param eyus = 0.0107 Predicted improvement: 0.037811217 lambda = 1; f = -2741.0020558 Norm of dx 7.3309e-05 Done for param eius = 0.0039 Predicted improvement: 0.002345446 lambda = 1; f = -2741.0043837 Norm of dx 3.0873e-05 Done for param epus = 0.0069 Predicted improvement: 0.063991826 lambda = 1; f = -2741.0703514 Norm of dx 0.0014345 Done for param ey = 0.0650 Predicted improvement: 0.040912272 lambda = 1; f = -2741.1124522 Norm of dx 7.7722e-05 Done for param emp = 0.0044 Predicted improvement: 0.136353431 lambda = 1; f = -2741.2492946 Norm of dx 0.021598 Done for param Cupsilon = 0.5201 Predicted improvement: 0.104842699 lambda = 1; f = -2741.3576389 Norm of dx 0.044499 Done for param Cpsi = 1.3169 Predicted improvement: 0.012523638 lambda = 1; f = -2741.3703439 Norm of dx 0.0010476 Done for param eta = 0.5917 Predicted improvement: 0.014299958 lambda = 1; f = -2741.3844488 Norm of dx 0.0099079 Done for param kappa = 0.3015 Predicted improvement: 0.031462642 lambda = 1; f = -2741.4191536 Norm of dx 0.00075879 Done for param chi = 0.0351 Predicted improvement: 0.166032214 lambda = 1; f = -2741.5823875 Norm of dx 0.0016142 Done for param thetaH = 0.8226 Predicted improvement: 0.011739517 lambda = 1; f = -2741.5941526 Norm of dx 0.00038701 Done for param thetaF = 0.8678 Predicted improvement: 0.001369747 lambda = 1; f = -2741.5955201 Norm of dx 0.00040466 Done for param rhomp = 0.9161 Predicted improvement: 0.000802899 lambda = 1; f = -2741.5963198 Norm of dx 0.0045323 Done for param betapimp = 1.1414 Predicted improvement: 0.004388618 lambda = 1; f = -2741.6007482 Norm of dx 0.0092237 Done for param thetaymp = 1.3687 Predicted improvement: 0.000877168 lambda = 1; f = -2741.6016237 Norm of dx 0.002478 Done for param mu1 = 0.6096 Predicted improvement: 0.002662461 lambda = 1; f = -2741.6042678 Norm of dx 0.0019081 Done for param mu2 = 0.8771 Predicted improvement: 0.099513386 lambda = 1; f = -2741.7045275 Norm of dx 0.0097207 Done for param rhouip = 0.7042 Predicted improvement: 0.011070710 lambda = 1; f = -2741.7157881 Norm of dx 0.0015728 Done for param rholop = 0.9005 Predicted improvement: 0.013550305 lambda = 1; f = -2741.7302382 Norm of dx 0.0050041 Done for param rhoy = 0.0321 Sequence of univariate steps!! Actual dxnorm 0.10458 FVAL -2741.7302 Improvement 1.445 Ftol 1e-05 Htol 1e-05 Gradient norm 451.7773 Minimum Hessian eigenvalue 0.25087 Maximum Hessian eigenvalue 1041957397.6221 Elapsed time for iteration 2.8722 s. Iteration 7 Predicted improvement: 7.433069293 lambda = 1; f = -2741.6024345 lambda = 0.33333; f = -2710.5138121 lambda = 0.11111; f = -2740.3476101 lambda = 0.037037; f = -2741.8984281 Norm of dx 6.199 Predicted improvement: 7.190981105 lambda = 1; f = -2741.6424158 lambda = 0.33333; f = -2704.6444067 lambda = 0.11111; f = -2739.1821617 lambda = 0.037037; f = -2741.5122976 lambda = 0.012346; f = -2741.8263368 lambda = 0.0041152; f = -2741.8808533 lambda = 0.0013717; f = -2741.8932965 lambda = 0.00045725; f = -2741.8967987 lambda = 0.00015242; f = -2741.8978940 lambda = 5.0805e-05; f = -2741.8982511 lambda = 1.6935e-05; f = -2741.8983692 lambda = 5.645e-06; f = -2741.8984085 lambda = 1.8817e-06; f = -2741.8984216 lambda = 6.2723e-07; f = -2741.8984259 lambda = 2.0908e-07; f = -2741.8984274 lambda = 6.9692e-08; f = -2741.8984279 lambda = 2.3231e-08; f = -2741.8984280 lambda = 7.7435e-09; f = -2741.8984281 lambda = 2.5812e-09; f = -2741.8984281 lambda = -6.2723e-07 lambda = -6.2723e-07; f = -2741.8984303 Norm of dx 5.794 Predicted improvement: 0.052897863 lambda = 1; f = -2741.9493508 Norm of dx 0.00018394 Done for param euip = 0.0082 Predicted improvement: 0.036606791 lambda = 1; f = -2741.9869627 Norm of dx 0.0017501 Done for param elop = 0.1030 Predicted improvement: 0.004073120 lambda = 1; f = -2741.9910747 Norm of dx 6.1369e-05 Done for param eyus = 0.0106 Predicted improvement: 0.003919708 lambda = 1; f = -2741.9949560 Norm of dx 2.2864e-05 Done for param eius = 0.0039 Predicted improvement: 0.000272328 lambda = 1; f = -2741.9952291 Norm of dx 1.0364e-05 Done for param epus = 0.0069 Predicted improvement: 0.004522521 lambda = 1; f = -2741.9997038 Norm of dx 0.00039223 Done for param ey = 0.0624 Predicted improvement: 0.000271196 lambda = 1; f = -2741.9999757 Norm of dx 6.5783e-06 Done for param emp = 0.0043 Predicted improvement: 0.049739421 lambda = 1; f = -2742.0497898 Norm of dx 0.013023 Done for param Cupsilon = 0.5060 Predicted improvement: 0.009280632 lambda = 1; f = -2742.0591892 Norm of dx 0.015407 Done for param Cpsi = 1.5468 Predicted improvement: 0.005398442 lambda = 1; f = -2742.0645796 Norm of dx 0.00072577 Done for param eta = 0.5892 Predicted improvement: 0.052859126 lambda = 1; f = -2742.1192157 Norm of dx 0.017684 Done for param kappa = 0.2949 Predicted improvement: 0.001633404 lambda = 1; f = -2742.1208595 Norm of dx 0.00018019 Done for param chi = 0.0319 Predicted improvement: 0.065177669 lambda = 1; f = -2742.1846432 Norm of dx 0.0010394 Done for param thetaH = 0.8284 Predicted improvement: 0.003216519 lambda = 1; f = -2742.1878631 Norm of dx 0.0002174 Done for param thetaF = 0.8702 Predicted improvement: 0.005822907 lambda = 1; f = -2742.1935298 Norm of dx 0.00081997 Done for param rhomp = 0.9202 Predicted improvement: 0.030852205 lambda = 1; f = -2742.2233872 Norm of dx 0.03036 Done for param betapimp = 1.1520 Predicted improvement: 0.000769152 lambda = 1; f = -2742.2241535 Norm of dx 0.0041056 Done for param thetaymp = 1.4273 Predicted improvement: 0.000572498 lambda = 1; f = -2742.2247269 Norm of dx 0.0020003 Done for param mu1 = 0.6126 Predicted improvement: 0.000784280 lambda = 1; f = -2742.2255082 Norm of dx 0.001033 Done for param mu2 = 0.8785 Predicted improvement: 0.068230675 lambda = 1; f = -2742.2941275 Norm of dx 0.0079197 Done for param rhouip = 0.7124 Predicted improvement: 0.005954473 lambda = 1; f = -2742.3000010 Norm of dx 0.0011814 Done for param rholop = 0.9030 Predicted improvement: 0.053699961 lambda = 1; f = -2742.3507215 Norm of dx 0.013113 Done for param rhoy = 0.0379 Sequence of univariate steps!! Actual dxnorm 0.23855 FVAL -2742.3507 Improvement 0.62048 Ftol 1e-05 Htol 1e-05 Gradient norm 510.6475 Minimum Hessian eigenvalue 0.20132 Maximum Hessian eigenvalue 1050610146.6604 Elapsed time for iteration 3.3879 s. Iteration 8 Predicted improvement: 5.832375963 lambda = 1; f = -2741.6380059 lambda = 0.33333; f = -2742.2851179 lambda = 0.11111; f = -2742.3471094 lambda = 0.037037; f = -2741.9549524 lambda = 0.012346; f = -2742.4390938 Norm of dx 2.1546 Predicted improvement: 5.644327734 lambda = 1; f = -2741.7274830 lambda = 0.33333; f = -2742.2906300 lambda = 0.11111; f = -2742.3466643 lambda = 0.037037; f = -2742.3507112 lambda = 0.012346; f = -2742.3890965 lambda = 0.0041152; f = -2742.4404417 lambda = 0.0013717; f = -2742.4412400 lambda = 0.00045725; f = -2742.4399896 lambda = 0.00015242; f = -2742.4394122 lambda = 5.0805e-05; f = -2742.4392021 lambda = 1.6935e-05; f = -2742.4391301 lambda = 5.645e-06; f = -2742.4391059 lambda = 1.8817e-06; f = -2742.4390978 lambda = 6.2723e-07; f = -2742.4390951 lambda = 2.0908e-07; f = -2742.4390942 lambda = 6.9692e-08; f = -2742.4390939 lambda = 2.3231e-08; f = -2742.4390938 lambda = 7.7435e-09; f = -2742.4390938 lambda = 2.5812e-09; f = -2742.4390938 Norm of dx 2.0631 Predicted improvement: 0.022255757 lambda = 1; f = -2742.4629317 Norm of dx 0.00011484 Done for param euip = 0.0080 Predicted improvement: 0.007105271 lambda = 1; f = -2742.4701474 Norm of dx 0.00079591 Done for param elop = 0.1041 Predicted improvement: 0.000280229 lambda = 1; f = -2742.4704283 Norm of dx 1.6278e-05 Done for param eyus = 0.0106 Predicted improvement: 0.004409716 lambda = 1; f = -2742.4747922 Norm of dx 2.4263e-05 Done for param eius = 0.0039 Predicted improvement: 0.000144418 lambda = 1; f = -2742.4749362 Norm of dx 7.6032e-06 Done for param epus = 0.0069 Predicted improvement: 0.003924859 lambda = 1; f = -2742.4788983 Norm of dx 0.00036359 Done for param ey = 0.0640 Predicted improvement: 0.000710014 lambda = 1; f = -2742.4796113 Norm of dx 1.0557e-05 Done for param emp = 0.0043 Predicted improvement: 0.003743724 lambda = 1; f = -2742.4833526 Norm of dx 0.0035395 Done for param Cupsilon = 0.5088 Predicted improvement: 0.003924567 lambda = 1; f = -2742.4873019 Norm of dx 0.0099098 Done for param Cpsi = 1.5512 Predicted improvement: 0.005055747 lambda = 1; f = -2742.4923690 Norm of dx 0.00069503 Done for param eta = 0.5874 Predicted improvement: 0.000786355 lambda = 1; f = -2742.4931549 Norm of dx 0.0022848 Done for param kappa = 0.3076 Predicted improvement: 0.001477066 lambda = 1; f = -2742.4946387 Norm of dx 0.0001707 Done for param chi = 0.0318 Predicted improvement: 0.052632305 lambda = 1; f = -2742.5470845 Norm of dx 0.00089183 Done for param thetaH = 0.8308 Predicted improvement: 0.001436810 lambda = 1; f = -2742.5485225 Norm of dx 0.00013938 Done for param thetaF = 0.8714 Predicted improvement: 0.000063874 lambda = 1; f = -2742.5485863 Norm of dx 8.4693e-05 Done for param rhomp = 0.9194 Predicted improvement: 0.002403909 lambda = 1; f = -2742.5509684 Norm of dx 0.008132 Done for param betapimp = 1.1528 Predicted improvement: 0.000846659 lambda = 1; f = -2742.5518119 Norm of dx 0.0042383 Done for param thetaymp = 1.4020 Predicted improvement: 0.000064042 lambda = 1; f = -2742.5518760 Norm of dx 0.0006703 Done for param mu1 = 0.6119 Predicted improvement: 0.003748568 lambda = 1; f = -2742.5555924 Norm of dx 0.002282 Done for param mu2 = 0.8799 Predicted improvement: 0.000041852 lambda = 1; f = -2742.5556342 Norm of dx 0.00078367 Done for param mu3 = 0.1442 Predicted improvement: 0.019789138 lambda = 1; f = -2742.5754848 Norm of dx 0.0042395 Done for param rhouip = 0.7166 Predicted improvement: 0.000131470 lambda = 1; f = -2742.5756165 Norm of dx 0.00016709 Done for param rholop = 0.9038 Predicted improvement: 0.007520456 lambda = 1; f = -2742.5835305 Norm of dx 0.0035964 Done for param rhoy = 0.0295 Sequence of univariate steps!! Actual dxnorm 0.03072 FVAL -2742.5835 Improvement 0.23281 Ftol 1e-05 Htol 1e-05 Gradient norm 203.5406 Minimum Hessian eigenvalue 0.20973 Maximum Hessian eigenvalue 1063534465.7423 Elapsed time for iteration 4.0205 s. Iteration 9 Predicted improvement: 2.138940389 lambda = 1; f = -2742.5828911 lambda = 0.33333; f = -2738.6130096 lambda = 0.11111; f = -2742.5242579 lambda = 0.037037; f = -2742.6777643 Norm of dx 2.9871 Predicted improvement: 0.005903111 lambda = 1; f = -2742.6835967 Norm of dx 5.7651e-05 Done for param euip = 0.0080 Predicted improvement: 0.003795938 lambda = 1; f = -2742.6874282 Norm of dx 0.00058941 Done for param elop = 0.1048 Predicted improvement: 0.000522399 lambda = 1; f = -2742.6879524 Norm of dx 2.219e-05 Done for param eyus = 0.0106 Predicted improvement: 0.005197346 lambda = 1; f = -2742.6930911 Norm of dx 2.6356e-05 Done for param eius = 0.0039 Predicted improvement: 0.000027843 lambda = 1; f = -2742.6931179 Norm of dx 3.3866e-06 Done for param epus = 0.0069 Predicted improvement: 0.000417882 lambda = 1; f = -2742.6935345 Norm of dx 0.00012042 Done for param ey = 0.0638 Predicted improvement: 0.000130805 lambda = 1; f = -2742.6936655 Norm of dx 4.5357e-06 Done for param emp = 0.0043 Predicted improvement: 0.020258812 lambda = 1; f = -2742.7139028 Norm of dx 0.0081827 Done for param Cupsilon = 0.5074 Predicted improvement: 0.002030817 lambda = 1; f = -2742.7159443 Norm of dx 0.0074779 Done for param Cpsi = 1.6673 Predicted improvement: 0.005773831 lambda = 1; f = -2742.7217053 Norm of dx 0.00075084 Done for param eta = 0.5849 Predicted improvement: 0.009858123 lambda = 1; f = -2742.7316854 Norm of dx 0.0079711 Done for param kappa = 0.3070 Predicted improvement: 0.002934570 lambda = 1; f = -2742.7346053 Norm of dx 0.00023413 Done for param chi = 0.0294 Predicted improvement: 0.016552927 lambda = 1; f = -2742.7511303 Norm of dx 0.00049645 Done for param thetaH = 0.8347 Predicted improvement: 0.000963104 lambda = 1; f = -2742.7520939 Norm of dx 0.00011587 Done for param thetaF = 0.8731 Predicted improvement: 0.001416150 lambda = 1; f = -2742.7535017 Norm of dx 0.00039933 Done for param rhomp = 0.9203 Predicted improvement: 0.004028066 lambda = 1; f = -2742.7574822 Norm of dx 0.010591 Done for param betapimp = 1.1572 Predicted improvement: 0.001726013 lambda = 1; f = -2742.7591985 Norm of dx 0.0061178 Done for param thetaymp = 1.4035 Predicted improvement: 0.000032486 lambda = 1; f = -2742.7592310 Norm of dx 0.00047844 Done for param mu1 = 0.6133 Predicted improvement: 0.003433009 lambda = 1; f = -2742.7626367 Norm of dx 0.0021824 Done for param mu2 = 0.8807 Predicted improvement: 0.000084683 lambda = 1; f = -2742.7627214 Norm of dx 0.0011162 Done for param mu3 = 0.1456 Predicted improvement: 0.009793332 lambda = 1; f = -2742.7725351 Norm of dx 0.0029592 Done for param rhouip = 0.7194 Predicted improvement: 0.001647306 lambda = 1; f = -2742.7741706 Norm of dx 0.00058364 Done for param rholop = 0.9059 Predicted improvement: 0.002843530 lambda = 1; f = -2742.7769414 Norm of dx 0.0025509 Done for param rhoy = 0.0311 Sequence of univariate steps!! Actual dxnorm 0.11639 FVAL -2742.7769 Improvement 0.19341 Ftol 1e-05 Htol 1e-05 Gradient norm 202.8346 Minimum Hessian eigenvalue 0.19768 Maximum Hessian eigenvalue 1071239119.8235 Elapsed time for iteration 3.0816 s. Iteration 10 Predicted improvement: 1.876931020 lambda = 1; f = -2742.6556712 lambda = 0.33333; f = -2742.7678560 lambda = 0.11111; f = -2742.7768202 lambda = 0.037037; f = -2742.8044831 lambda = 0.012346; f = -2742.8128522 lambda = 0.023866; f = -2742.8247010 Norm of dx 0.77076 Predicted improvement: 0.001364655 lambda = 1; f = -2742.8260580 Norm of dx 2.7292e-05 Done for param euip = 0.0079 Predicted improvement: 0.001731945 lambda = 1; f = -2742.8278008 Norm of dx 0.00040309 Done for param elop = 0.1056 Predicted improvement: 0.000109958 lambda = 1; f = -2742.8279109 Norm of dx 1.0209e-05 Done for param eyus = 0.0106 Predicted improvement: 0.003722638 lambda = 1; f = -2742.8315980 Norm of dx 2.2232e-05 Done for param eius = 0.0039 Predicted improvement: 0.000201364 lambda = 1; f = -2742.8317990 Norm of dx 8.9756e-06 Done for param epus = 0.0069 Predicted improvement: 0.000122483 lambda = 1; f = -2742.8319216 Norm of dx 6.5835e-05 Done for param ey = 0.0649 Predicted improvement: 0.000325838 lambda = 1; f = -2742.8322484 Norm of dx 7.1279e-06 Done for param emp = 0.0043 Predicted improvement: 0.004372265 lambda = 1; f = -2742.8366163 Norm of dx 0.0037865 Done for param Cupsilon = 0.5083 Predicted improvement: 0.001146773 lambda = 1; f = -2742.8377668 Norm of dx 0.0056072 Done for param Cpsi = 1.6757 Predicted improvement: 0.006905209 lambda = 1; f = -2742.8446619 Norm of dx 0.00081496 Done for param eta = 0.5819 Predicted improvement: 0.000035713 lambda = 1; f = -2742.8446976 Norm of dx 0.00049282 Done for param kappa = 0.3134 Predicted improvement: 0.003602430 lambda = 1; f = -2742.8482796 Norm of dx 0.00025514 Done for param chi = 0.0285 Predicted improvement: 0.014702689 lambda = 1; f = -2742.8629046 Norm of dx 0.00046123 Done for param thetaH = 0.8367 Predicted improvement: 0.000336070 lambda = 1; f = -2742.8632408 Norm of dx 6.747e-05 Done for param thetaF = 0.8741 Predicted improvement: 0.000032430 lambda = 1; f = -2742.8632732 Norm of dx 6.0209e-05 Done for param rhomp = 0.9200 Predicted improvement: 0.000195829 lambda = 1; f = -2742.8634685 Norm of dx 0.0023123 Done for param betapimp = 1.1661 Predicted improvement: 0.002831002 lambda = 1; f = -2742.8662775 Norm of dx 0.0078244 Done for param thetaymp = 1.3892 Predicted improvement: 0.000068964 lambda = 1; f = -2742.8663464 Norm of dx 0.00069722 Done for param mu1 = 0.6133 Predicted improvement: 0.002121339 lambda = 1; f = -2742.8684542 Norm of dx 0.0017113 Done for param mu2 = 0.8815 Predicted improvement: 0.000028149 lambda = 1; f = -2742.8684823 Norm of dx 0.00064288 Done for param mu3 = 0.1448 Predicted improvement: 0.001924527 lambda = 1; f = -2742.8704086 Norm of dx 0.0013085 Done for param rhouip = 0.7202 Predicted improvement: 0.000026862 lambda = 1; f = -2742.8704355 Norm of dx 7.2558e-05 Done for param rholop = 0.9062 Predicted improvement: 0.015849847 lambda = 1; f = -2742.8876167 Norm of dx 0.0046694 Done for param rhoy = 0.0268 Sequence of univariate steps!! Actual dxnorm 0.020779 FVAL -2742.8876 Improvement 0.11068 Ftol 1e-05 Htol 1e-05 Gradient norm 88.568 Minimum Hessian eigenvalue 0.20168 Maximum Hessian eigenvalue 1080037590.9102 Elapsed time for iteration 3.3846 s. Iteration 11 Predicted improvement: 1.577009854 lambda = 1; f = -2742.8873215 lambda = 0.33333; f = -2740.8171504 lambda = 0.11111; f = -2742.9003309 lambda = 0.037037; f = -2742.9633179 Norm of dx 2.1113 Predicted improvement: 0.000174786 lambda = 1; f = -2742.9634923 Norm of dx 9.7208e-06 Done for param euip = 0.0079 Predicted improvement: 0.002941534 lambda = 1; f = -2742.9664584 Norm of dx 0.0005275 Done for param elop = 0.1064 Predicted improvement: 0.000034145 lambda = 1; f = -2742.9664926 Norm of dx 5.6938e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000443951 lambda = 1; f = -2742.9669351 Norm of dx 7.6031e-06 Done for param eius = 0.0039 Predicted improvement: 0.000019631 lambda = 1; f = -2742.9669547 Norm of dx 2.7965e-06 Done for param epus = 0.0069 Predicted improvement: 0.000380346 lambda = 1; f = -2742.9673340 Norm of dx 0.00011612 Done for param ey = 0.0645 Predicted improvement: 0.001962616 lambda = 1; f = -2742.9692830 Norm of dx 1.7713e-05 Done for param emp = 0.0043 Predicted improvement: 0.006180563 lambda = 1; f = -2742.9754584 Norm of dx 0.0044903 Done for param Cupsilon = 0.5064 Predicted improvement: 0.000233791 lambda = 1; f = -2742.9756925 Norm of dx 0.0026188 Done for param Cpsi = 1.7542 Predicted improvement: 0.007721341 lambda = 1; f = -2742.9833904 Norm of dx 0.00086346 Done for param eta = 0.5788 Predicted improvement: 0.006030074 lambda = 1; f = -2742.9894817 Norm of dx 0.0062904 Done for param kappa = 0.3093 Predicted improvement: 0.009553214 lambda = 1; f = -2742.9989529 Norm of dx 0.00040195 Done for param chi = 0.0264 Predicted improvement: 0.008985399 lambda = 1; f = -2743.0079052 Norm of dx 0.00036069 Done for param thetaH = 0.8391 Predicted improvement: 0.000310185 lambda = 1; f = -2743.0082155 Norm of dx 6.6052e-05 Done for param thetaF = 0.8749 Predicted improvement: 0.000274201 lambda = 1; f = -2743.0084890 Norm of dx 0.0001747 Done for param rhomp = 0.9208 Predicted improvement: 0.000025181 lambda = 1; f = -2743.0085142 Norm of dx 0.00083423 Done for param betapimp = 1.1724 Predicted improvement: 0.006734438 lambda = 1; f = -2743.0151735 Norm of dx 0.012254 Done for param thetaymp = 1.3883 Predicted improvement: 0.001605064 lambda = 1; f = -2743.0167697 Norm of dx 0.0014852 Done for param mu2 = 0.8821 Predicted improvement: 0.000152475 lambda = 1; f = -2743.0169223 Norm of dx 0.0014999 Done for param mu3 = 0.1462 Predicted improvement: 0.000993063 lambda = 1; f = -2743.0179160 Norm of dx 0.00093657 Done for param rhouip = 0.7207 Predicted improvement: 0.001905966 lambda = 1; f = -2743.0198388 Norm of dx 0.0006075 Done for param rholop = 0.9071 Predicted improvement: 0.004307925 lambda = 1; f = -2743.0240112 Norm of dx 0.0031183 Done for param rhoy = 0.0305 Sequence of univariate steps!! Actual dxnorm 0.079147 FVAL -2743.024 Improvement 0.13639 Ftol 1e-05 Htol 1e-05 Gradient norm 134.2063 Minimum Hessian eigenvalue 0.1932 Maximum Hessian eigenvalue 1085409062.694 Elapsed time for iteration 3.2494 s. Iteration 12 Predicted improvement: 2.058542330 lambda = 1; f = -2742.8520081 lambda = 0.33333; f = -2743.0101141 lambda = 0.11111; f = -2743.0236526 lambda = 0.037037; f = -2743.0239348 lambda = 0.012346; f = -2743.0618031 lambda = 0.023866; f = -2743.0681857 Norm of dx 1.0993 Predicted improvement: 1.991546195 lambda = 1; f = -2742.8835763 lambda = 0.33333; f = -2743.0115473 lambda = 0.11111; f = -2743.0234380 lambda = 0.037037; f = -2742.7235809 lambda = 0.012346; f = -2743.0403471 lambda = 0.0041152; f = -2743.0638659 lambda = 0.0013717; f = -2743.0672251 lambda = 0.00045725; f = -2743.0679166 lambda = 0.00015242; f = -2743.0681016 lambda = 5.0805e-05; f = -2743.0681583 lambda = 1.6935e-05; f = -2743.0681766 lambda = 5.645e-06; f = -2743.0681827 lambda = 1.8817e-06; f = -2743.0681847 lambda = 6.2723e-07; f = -2743.0681854 lambda = 2.0908e-07; f = -2743.0681856 lambda = 6.9692e-08; f = -2743.0681857 lambda = 2.3231e-08; f = -2743.0681857 lambda = 7.7435e-09; f = -2743.0681857 lambda = 2.5812e-09; f = -2743.0681857 lambda = -6.2723e-07 lambda = -6.2723e-07; f = -2743.0681860 Norm of dx 0.86224 Predicted improvement: 0.000212794 lambda = 1; f = -2743.0683993 Norm of dx 0.00014411 Done for param elop = 0.1071 Predicted improvement: 0.000021764 lambda = 1; f = -2743.0684211 Norm of dx 4.5475e-06 Done for param eyus = 0.0106 Predicted improvement: 0.001861814 lambda = 1; f = -2743.0702704 Norm of dx 1.5643e-05 Done for param eius = 0.0039 Predicted improvement: 0.000253958 lambda = 1; f = -2743.0705235 Norm of dx 1.0089e-05 Done for param epus = 0.0069 Predicted improvement: 0.000986280 lambda = 1; f = -2743.0715145 Norm of dx 0.00018888 Done for param ey = 0.0660 Predicted improvement: 0.000120307 lambda = 1; f = -2743.0716350 Norm of dx 4.3226e-06 Done for param emp = 0.0043 Predicted improvement: 0.001682496 lambda = 1; f = -2743.0733174 Norm of dx 0.0023377 Done for param Cupsilon = 0.5075 Predicted improvement: 0.000845749 lambda = 1; f = -2743.0741652 Norm of dx 0.0049224 Done for param Cpsi = 1.7418 Predicted improvement: 0.010429435 lambda = 1; f = -2743.0846112 Norm of dx 0.00099295 Done for param eta = 0.5753 Predicted improvement: 0.000279542 lambda = 1; f = -2743.0848901 Norm of dx 0.0013921 Done for param kappa = 0.3169 Predicted improvement: 0.008671061 lambda = 1; f = -2743.0934936 Norm of dx 0.00037627 Done for param chi = 0.0255 Predicted improvement: 0.011998665 lambda = 1; f = -2743.1054375 Norm of dx 0.00041231 Done for param thetaH = 0.8408 Predicted improvement: 0.000093808 lambda = 1; f = -2743.1055313 Norm of dx 3.5893e-05 Done for param thetaF = 0.8757 Predicted improvement: 0.000532984 lambda = 1; f = -2743.1060662 Norm of dx 0.00024306 Done for param rhomp = 0.9201 Predicted improvement: 0.000548414 lambda = 1; f = -2743.1066171 Norm of dx 0.0038763 Done for param betapimp = 1.1872 Predicted improvement: 0.006806143 lambda = 1; f = -2743.1133453 Norm of dx 0.012252 Done for param thetaymp = 1.3689 Predicted improvement: 0.000057528 lambda = 1; f = -2743.1134028 Norm of dx 0.00063781 Done for param mu1 = 0.6142 Predicted improvement: 0.001152030 lambda = 1; f = -2743.1145494 Norm of dx 0.0012552 Done for param mu2 = 0.8826 Predicted improvement: 0.000050003 lambda = 1; f = -2743.1145994 Norm of dx 0.00085772 Done for param mu3 = 0.1452 Predicted improvement: 0.000017610 lambda = 1; f = -2743.1146171 Norm of dx 0.00012461 Done for param rhouip = 0.7200 Predicted improvement: 0.000013343 lambda = 1; f = -2743.1146304 Norm of dx 4.9549e-05 Done for param rholop = 0.9069 Predicted improvement: 0.023771290 lambda = 1; f = -2743.1409779 Norm of dx 0.005291 Done for param rhoy = 0.0252 Sequence of univariate steps!! Actual dxnorm 0.029212 FVAL -2743.141 Improvement 0.11697 Ftol 1e-05 Htol 1e-05 Gradient norm 75.2006 Minimum Hessian eigenvalue 0.19711 Maximum Hessian eigenvalue 1090876303.6738 Elapsed time for iteration 3.6703 s. Iteration 13 Predicted improvement: 1.873107954 lambda = 1; f = -2743.1400220 lambda = 0.33333; f = -2740.0237981 lambda = 0.11111; f = -2743.0673262 lambda = 0.037037; f = -2743.2180002 Norm of dx 1.9356 Predicted improvement: 1.859615350 lambda = 1; f = -2743.1398533 lambda = 0.33333; f = -2739.0465884 lambda = 0.11111; f = -2742.8779340 lambda = 0.037037; f = -2743.1940596 lambda = 0.012346; f = -2743.2203910 lambda = 0.0041152; f = -2743.2199909 lambda = 0.0013717; f = -2743.2187984 lambda = 0.00045725; f = -2743.2182813 lambda = 0.00015242; f = -2743.2180956 lambda = 5.0805e-05; f = -2743.2180322 lambda = 1.6935e-05; f = -2743.2180109 lambda = 5.645e-06; f = -2743.2180038 lambda = 1.8817e-06; f = -2743.2180014 lambda = 6.2723e-07; f = -2743.2180006 lambda = 2.0908e-07; f = -2743.2180003 lambda = 6.9692e-08; f = -2743.2180002 lambda = 2.3231e-08; f = -2743.2180002 lambda = 7.7435e-09; f = -2743.2180002 lambda = 2.5812e-09; f = -2743.2180002 Norm of dx 1.8366 Predicted improvement: 0.000150999 lambda = 1; f = -2743.2205423 Norm of dx 8.9878e-06 Done for param euip = 0.0079 Predicted improvement: 0.003282636 lambda = 1; f = -2743.2238528 Norm of dx 0.00056504 Done for param elop = 0.1080 Predicted improvement: 0.000018115 lambda = 1; f = -2743.2238709 Norm of dx 4.156e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000435170 lambda = 1; f = -2743.2243074 Norm of dx 7.4508e-06 Done for param eius = 0.0039 Predicted improvement: 0.000012711 lambda = 1; f = -2743.2243201 Norm of dx 2.2496e-06 Done for param epus = 0.0069 Predicted improvement: 0.000378767 lambda = 1; f = -2743.2246978 Norm of dx 0.00011705 Done for param ey = 0.0652 Predicted improvement: 0.011381801 lambda = 1; f = -2743.2358875 Norm of dx 4.3143e-05 Done for param emp = 0.0043 Predicted improvement: 0.004107914 lambda = 1; f = -2743.2399913 Norm of dx 0.0036488 Done for param Cupsilon = 0.5048 Predicted improvement: 0.000128139 lambda = 1; f = -2743.2401195 Norm of dx 0.0019951 Done for param Cpsi = 1.8340 Predicted improvement: 0.012347082 lambda = 1; f = -2743.2524693 Norm of dx 0.0010841 Done for param eta = 0.5711 Predicted improvement: 0.013294224 lambda = 1; f = -2743.2659654 Norm of dx 0.0093281 Done for param kappa = 0.3094 Predicted improvement: 0.013857062 lambda = 1; f = -2743.2796751 Norm of dx 0.00045614 Done for param chi = 0.0230 Predicted improvement: 0.011373899 lambda = 1; f = -2743.2909955 Norm of dx 0.00040473 Done for param thetaH = 0.8433 Predicted improvement: 0.000171405 lambda = 1; f = -2743.2911669 Norm of dx 5.0094e-05 Done for param thetaF = 0.8761 Predicted improvement: 0.001274908 lambda = 1; f = -2743.2924505 Norm of dx 0.0059751 Done for param betapimp = 1.1980 Predicted improvement: 0.015269626 lambda = 1; f = -2743.3074628 Norm of dx 0.018765 Done for param thetaymp = 1.3667 Predicted improvement: 0.000045011 lambda = 1; f = -2743.3075078 Norm of dx 0.00056455 Done for param mu1 = 0.6154 Predicted improvement: 0.001612958 lambda = 1; f = -2743.3091117 Norm of dx 0.0014843 Done for param mu2 = 0.8830 Predicted improvement: 0.000386205 lambda = 1; f = -2743.3094983 Norm of dx 0.0023908 Done for param mu3 = 0.1472 Predicted improvement: 0.003349684 lambda = 1; f = -2743.3128133 Norm of dx 0.0007844 Done for param rholop = 0.9076 Predicted improvement: 0.019135665 lambda = 1; f = -2743.3308725 Norm of dx 0.0068855 Done for param rhoy = 0.0310 Sequence of univariate steps!! Actual dxnorm 0.093587 FVAL -2743.3309 Improvement 0.18989 Ftol 1e-05 Htol 1e-05 Gradient norm 127.9235 Minimum Hessian eigenvalue 0.18698 Maximum Hessian eigenvalue 1093946964.9234 Elapsed time for iteration 3.8 s. Iteration 14 Predicted improvement: 3.201044060 lambda = 1; f = -2742.8813795 lambda = 0.33333; f = -2743.2928765 lambda = 0.11111; f = -2743.3289103 lambda = 0.037037; f = -2743.0636246 lambda = 0.012346; f = -2743.3787008 Norm of dx 2.3579 Predicted improvement: 3.012351168 lambda = 1; f = -2742.9375220 lambda = 0.33333; f = -2743.2945539 lambda = 0.11111; f = -2743.3285275 lambda = 0.037037; f = -2743.3308714 lambda = 0.012346; f = -2743.3415629 lambda = 0.0041152; f = -2743.3778568 lambda = 0.0013717; f = -2743.3794607 lambda = 0.00045725; f = -2743.3790633 lambda = 0.00015242; f = -2743.3788335 lambda = 5.0805e-05; f = -2743.3787464 lambda = 1.6935e-05; f = -2743.3787162 lambda = 5.645e-06; f = -2743.3787060 lambda = 1.8817e-06; f = -2743.3787026 lambda = 6.2723e-07; f = -2743.3787014 lambda = 2.0908e-07; f = -2743.3787010 lambda = 6.9692e-08; f = -2743.3787009 lambda = 2.3231e-08; f = -2743.3787009 lambda = 7.7435e-09; f = -2743.3787008 lambda = 2.5812e-09; f = -2743.3787008 Norm of dx 2.2386 Predicted improvement: 0.000014219 lambda = 1; f = -2743.3794749 Norm of dx 2.7573e-06 Done for param euip = 0.0079 Predicted improvement: 0.000369351 lambda = 1; f = -2743.3798455 Norm of dx 0.00019228 Done for param elop = 0.1087 Predicted improvement: 0.000787818 lambda = 1; f = -2743.3806299 Norm of dx 1.0133e-05 Done for param eius = 0.0039 Predicted improvement: 0.000133156 lambda = 1; f = -2743.3807629 Norm of dx 7.2901e-06 Done for param epus = 0.0069 Predicted improvement: 0.002748105 lambda = 1; f = -2743.3835330 Norm of dx 0.00031648 Done for param ey = 0.0666 Predicted improvement: 0.000102505 lambda = 1; f = -2743.3836355 Norm of dx 0.00057526 Done for param Cupsilon = 0.5058 Predicted improvement: 0.000740589 lambda = 1; f = -2743.3843783 Norm of dx 0.0047149 Done for param Cpsi = 1.8113 Predicted improvement: 0.019129779 lambda = 1; f = -2743.4035323 Norm of dx 0.0013385 Done for param eta = 0.5680 Predicted improvement: 0.000048388 lambda = 1; f = -2743.4035805 Norm of dx 0.00058299 Done for param kappa = 0.3186 Predicted improvement: 0.010639795 lambda = 1; f = -2743.4141338 Norm of dx 0.0003946 Done for param chi = 0.0224 Predicted improvement: 0.018996040 lambda = 1; f = -2743.4330076 Norm of dx 0.00051775 Done for param thetaH = 0.8444 Predicted improvement: 0.000042329 lambda = 1; f = -2743.4330499 Norm of dx 2.4507e-05 Done for param thetaF = 0.8766 Predicted improvement: 0.003565721 lambda = 1; f = -2743.4366534 Norm of dx 0.0006256 Done for param rhomp = 0.9200 Predicted improvement: 0.003254965 lambda = 1; f = -2743.4399427 Norm of dx 0.0095108 Done for param betapimp = 1.2156 Predicted improvement: 0.012592968 lambda = 1; f = -2743.4523424 Norm of dx 0.016842 Done for param thetaymp = 1.3436 Predicted improvement: 0.000059467 lambda = 1; f = -2743.4524018 Norm of dx 0.00064965 Done for param mu1 = 0.6152 Predicted improvement: 0.000408906 lambda = 1; f = -2743.4528096 Norm of dx 0.00074299 Done for param mu2 = 0.8833 Predicted improvement: 0.000978461 lambda = 1; f = -2743.4537875 Norm of dx 0.00092546 Done for param rhouip = 0.7184 Predicted improvement: 0.012708998 lambda = 1; f = -2743.4674648 Norm of dx 0.0041132 Done for param rhoy = 0.0259 Sequence of univariate steps!! Actual dxnorm 0.038632 FVAL -2743.4675 Improvement 0.13659 Ftol 1e-05 Htol 1e-05 Gradient norm 87.734 Minimum Hessian eigenvalue 0.18838 Maximum Hessian eigenvalue 1100504416.0583 Elapsed time for iteration 3.6531 s. Iteration 15 Predicted improvement: 1.891592003 lambda = 1; f = -2743.4673852 lambda = 0.33333; f = -2743.3669525 lambda = 0.11111; f = -2743.7802703 lambda = 0.2148; f = -2743.8226691 Norm of dx 0.60021 Predicted improvement: 1.726379160 lambda = 1; f = -2743.4671567 lambda = 0.33333; f = -2739.2561840 lambda = 0.11111; f = -2743.6960704 lambda = 0.037037; f = -2743.8390547 lambda = 0.012346; f = -2743.8331537 lambda = 0.0041152; f = -2743.8266794 lambda = 0.0013717; f = -2743.8240617 lambda = 0.00045725; f = -2743.8231394 lambda = 0.00015242; f = -2743.8228265 lambda = 5.0805e-05; f = -2743.8227216 lambda = 1.6935e-05; f = -2743.8226866 lambda = 5.645e-06; f = -2743.8226749 lambda = 1.8817e-06; f = -2743.8226710 lambda = 6.2723e-07; f = -2743.8226697 lambda = 2.0908e-07; f = -2743.8226693 lambda = 6.9692e-08; f = -2743.8226691 lambda = 2.3231e-08; f = -2743.8226691 lambda = 7.7435e-09; f = -2743.8226691 lambda = 2.5812e-09; f = -2743.8226691 Norm of dx 1.1345 Predicted improvement: 0.004371097 lambda = 1; f = -2743.8434694 Norm of dx 4.7956e-05 Done for param euip = 0.0080 Predicted improvement: 0.001799724 lambda = 1; f = -2743.8452574 Norm of dx 0.00044311 Done for param elop = 0.1120 Predicted improvement: 0.003781993 lambda = 1; f = -2743.8490035 Norm of dx 6.0827e-05 Done for param eyus = 0.0106 Predicted improvement: 0.004910911 lambda = 1; f = -2743.8539659 Norm of dx 2.4781e-05 Done for param eius = 0.0039 Predicted improvement: 0.007447278 lambda = 1; f = -2743.8607542 Norm of dx 5.7453e-05 Done for param epus = 0.0069 Predicted improvement: 0.004181750 lambda = 1; f = -2743.8649764 Norm of dx 0.0004078 Done for param ey = 0.0697 Predicted improvement: 0.146870425 lambda = 1; f = -2744.0020913 Norm of dx 0.00016516 Done for param emp = 0.0043 Predicted improvement: 0.017312640 lambda = 1; f = -2744.0193626 Norm of dx 0.0074612 Done for param Cupsilon = 0.5017 Predicted improvement: 0.013063674 lambda = 1; f = -2744.0324366 Norm of dx 0.0011253 Done for param eta = 0.5452 Predicted improvement: 0.054357805 lambda = 1; f = -2744.0884694 Norm of dx 0.018967 Done for param kappa = 0.3173 Predicted improvement: 0.017169574 lambda = 1; f = -2744.1058126 Norm of dx 0.00042421 Done for param chi = 0.0149 Predicted improvement: 0.055436241 lambda = 1; f = -2744.1605319 Norm of dx 0.00090512 Done for param thetaH = 0.8546 Predicted improvement: 0.001059009 lambda = 1; f = -2744.1615900 Norm of dx 0.00013519 Done for param thetaF = 0.8789 Predicted improvement: 0.000027660 lambda = 1; f = -2744.1616175 Norm of dx 5.5103e-05 Done for param rhomp = 0.9222 Predicted improvement: 0.076474827 lambda = 1; f = -2744.2417918 Norm of dx 0.048551 Done for param betapimp = 1.3205 Predicted improvement: 0.167209482 lambda = 1; f = -2744.4000031 Norm of dx 0.068777 Done for param thetaymp = 1.3329 Predicted improvement: 0.000010793 lambda = 1; f = -2744.4000139 Norm of dx 0.00027805 Done for param mu1 = 0.6182 Predicted improvement: 0.037664763 lambda = 1; f = -2744.4365810 Norm of dx 0.0073273 Done for param mu2 = 0.8852 Predicted improvement: 0.010993621 lambda = 1; f = -2744.4476553 Norm of dx 0.012678 Done for param mu3 = 0.1485 Predicted improvement: 0.000245191 lambda = 1; f = -2744.4479005 Norm of dx 0.00045861 Done for param rhouip = 0.7142 Predicted improvement: 0.023445424 lambda = 1; f = -2744.4706504 Norm of dx 0.0020654 Done for param rholop = 0.9040 Predicted improvement: 0.003987974 lambda = 1; f = -2744.4744935 Norm of dx 0.0026975 Done for param rhoy = 0.0259 Sequence of univariate steps!! Actual dxnorm 0.17936 FVAL -2744.4745 Improvement 1.007 Ftol 1e-05 Htol 1e-05 Gradient norm 328.6417 Minimum Hessian eigenvalue 0.1676 Maximum Hessian eigenvalue 1091406835.343 Elapsed time for iteration 3.7818 s. Iteration 16 Predicted improvement: 6.529819621 lambda = 1; f = -2739.2474133 lambda = 0.33333; f = -2744.4236150 lambda = 0.11111; f = -2744.4711416 lambda = 0.037037; f = -2744.4744895 lambda = 0.012346; f = -2744.5575865 Norm of dx 5.225 Predicted improvement: 5.057339120 lambda = 1; f = -2744.2645487 lambda = 0.33333; f = -2744.4544285 lambda = 0.11111; f = -2744.4731878 lambda = 0.037037; f = -2744.4744926 lambda = 0.012346; f = -2744.5177416 lambda = 0.0041152; f = -2744.5582225 lambda = 0.0013717; f = -2744.5590958 lambda = 0.00045725; f = -2744.5582270 lambda = 0.00015242; f = -2744.5578150 lambda = 5.0805e-05; f = -2744.5576643 lambda = 1.6935e-05; f = -2744.5576126 lambda = 5.645e-06; f = -2744.5575952 lambda = 1.8817e-06; f = -2744.5575894 lambda = 6.2723e-07; f = -2744.5575875 lambda = 2.0908e-07; f = -2744.5575868 lambda = 6.9692e-08; f = -2744.5575866 lambda = 2.3231e-08; f = -2744.5575865 lambda = 7.7435e-09; f = -2744.5575865 lambda = 2.5812e-09; f = -2744.5575865 Norm of dx 2.6614 Predicted improvement: 0.000107778 lambda = 1; f = -2744.5592037 Norm of dx 7.5996e-06 Done for param euip = 0.0079 Predicted improvement: 0.005181878 lambda = 1; f = -2744.5644369 Norm of dx 0.00074193 Done for param elop = 0.1134 Predicted improvement: 0.001870909 lambda = 1; f = -2744.5662952 Norm of dx 1.5651e-05 Done for param eius = 0.0039 Predicted improvement: 0.007265012 lambda = 1; f = -2744.5736534 Norm of dx 0.00054803 Done for param ey = 0.0714 Predicted improvement: 0.000011038 lambda = 1; f = -2744.5736645 Norm of dx 1.3049e-06 Done for param emp = 0.0043 Predicted improvement: 0.000106668 lambda = 1; f = -2744.5737711 Norm of dx 0.00057984 Done for param Cupsilon = 0.4980 Predicted improvement: 0.000970227 lambda = 1; f = -2744.5747440 Norm of dx 0.0056143 Done for param Cpsi = 1.9084 Predicted improvement: 0.002747128 lambda = 1; f = -2744.5774943 Norm of dx 0.00052246 Done for param eta = 0.5439 Predicted improvement: 0.022932093 lambda = 1; f = -2744.5988205 Norm of dx 0.013552 Done for param kappa = 0.3422 Predicted improvement: 0.047202956 lambda = 1; f = -2744.6452764 Norm of dx 0.00071288 Done for param chi = 0.0142 Predicted improvement: 0.007587819 lambda = 1; f = -2744.6528292 Norm of dx 0.00033168 Done for param thetaH = 0.8550 Predicted improvement: 0.000610090 lambda = 1; f = -2744.6534397 Norm of dx 0.00010206 Done for param thetaF = 0.8794 Predicted improvement: 0.024790333 lambda = 1; f = -2744.6786191 Norm of dx 0.0016534 Done for param rhomp = 0.9186 Predicted improvement: 0.021852896 lambda = 1; f = -2744.7010881 Norm of dx 0.026404 Done for param betapimp = 1.3459 Predicted improvement: 0.051504731 lambda = 1; f = -2744.7509940 Norm of dx 0.035948 Done for param thetaymp = 1.2568 Predicted improvement: 0.000206173 lambda = 1; f = -2744.7512000 Norm of dx 0.0012194 Done for param mu1 = 0.6186 Predicted improvement: 0.000653443 lambda = 1; f = -2744.7518510 Norm of dx 0.00092545 Done for param mu2 = 0.8855 Predicted improvement: 0.000088994 lambda = 1; f = -2744.7519400 Norm of dx 0.0011514 Done for param mu3 = 0.1484 Predicted improvement: 0.014102209 lambda = 1; f = -2744.7660063 Norm of dx 0.0034957 Done for param rhouip = 0.7108 Predicted improvement: 0.001301532 lambda = 1; f = -2744.7672992 Norm of dx 0.000462 Done for param rholop = 0.9042 Predicted improvement: 0.020978113 lambda = 1; f = -2744.7907093 Norm of dx 0.0041486 Done for param rhoy = 0.0201 Sequence of univariate steps!! Actual dxnorm 0.095894 FVAL -2744.7907 Improvement 0.31622 Ftol 1e-05 Htol 1e-05 Gradient norm 190.5357 Minimum Hessian eigenvalue 0.15938 Maximum Hessian eigenvalue 1112072304.671 Elapsed time for iteration 4.041 s. Iteration 17 Predicted improvement: 2.400870928 lambda = 1; f = -2744.7906227 lambda = 0.33333; f = -2738.7827314 lambda = 0.11111; f = -2744.4014674 lambda = 0.037037; f = -2744.8474185 Norm of dx 1.0102 Predicted improvement: 2.302450749 lambda = 1; f = -2744.7906196 lambda = 0.33333; f = -2738.2485948 lambda = 0.11111; f = -2744.0859844 lambda = 0.037037; f = -2744.7341884 lambda = 0.012346; f = -2744.8263100 lambda = 0.0041152; f = -2744.8423168 lambda = 0.0013717; f = -2744.8459371 lambda = 0.00045725; f = -2744.8469492 lambda = 0.00015242; f = -2744.8472648 lambda = 5.0805e-05; f = -2744.8473676 lambda = 1.6935e-05; f = -2744.8474016 lambda = 5.645e-06; f = -2744.8474129 lambda = 1.8817e-06; f = -2744.8474166 lambda = 6.2723e-07; f = -2744.8474179 lambda = 2.0908e-07; f = -2744.8474183 lambda = 6.9692e-08; f = -2744.8474185 lambda = 2.3231e-08; f = -2744.8474185 lambda = 7.7435e-09; f = -2744.8474185 lambda = 2.5812e-09; f = -2744.8474185 lambda = -6.2723e-07 lambda = -6.2723e-07; f = -2744.8474192 Norm of dx 1.1253 Predicted improvement: 0.002906305 lambda = 1; f = -2744.8503480 Norm of dx 3.9168e-05 Done for param euip = 0.0080 Predicted improvement: 0.000336548 lambda = 1; f = -2744.8506855 Norm of dx 0.00019114 Done for param elop = 0.1133 Predicted improvement: 0.000851002 lambda = 1; f = -2744.8515327 Norm of dx 2.8637e-05 Done for param eyus = 0.0106 Predicted improvement: 0.006346703 lambda = 1; f = -2744.8579548 Norm of dx 2.8035e-05 Done for param eius = 0.0039 Predicted improvement: 0.000024597 lambda = 1; f = -2744.8579794 Norm of dx 3.1233e-06 Done for param epus = 0.0069 Predicted improvement: 0.004484643 lambda = 1; f = -2744.8624163 Norm of dx 0.00044003 Done for param ey = 0.0705 Predicted improvement: 0.012687539 lambda = 1; f = -2744.8748773 Norm of dx 4.5419e-05 Done for param emp = 0.0043 Predicted improvement: 0.000026012 lambda = 1; f = -2744.8749033 Norm of dx 0.00028739 Done for param Cupsilon = 0.4960 Predicted improvement: 0.004172067 lambda = 1; f = -2744.8790984 Norm of dx 0.011754 Done for param Cpsi = 1.9419 Predicted improvement: 0.015632086 lambda = 1; f = -2744.8947780 Norm of dx 0.0012574 Done for param eta = 0.5419 Predicted improvement: 0.009385102 lambda = 1; f = -2744.9042835 Norm of dx 0.0084128 Done for param kappa = 0.3385 Predicted improvement: 0.039089293 lambda = 1; f = -2744.9428452 Norm of dx 0.00061259 Done for param chi = 0.0127 Predicted improvement: 0.014897555 lambda = 1; f = -2744.9576319 Norm of dx 0.00047019 Done for param thetaH = 0.8559 Predicted improvement: 0.000086474 lambda = 1; f = -2744.9577184 Norm of dx 3.9383e-05 Done for param thetaF = 0.8791 Predicted improvement: 0.014045911 lambda = 1; f = -2744.9718143 Norm of dx 0.0012887 Done for param rhomp = 0.9164 Predicted improvement: 0.023754201 lambda = 1; f = -2744.9962559 Norm of dx 0.027549 Done for param betapimp = 1.3567 Predicted improvement: 0.027357070 lambda = 1; f = -2745.0230165 Norm of dx 0.025673 Done for param thetaymp = 1.2124 Predicted improvement: 0.000020323 lambda = 1; f = -2745.0230368 Norm of dx 0.00038329 Done for param mu1 = 0.6195 Predicted improvement: 0.001801438 lambda = 1; f = -2745.0248267 Norm of dx 0.0015359 Done for param mu2 = 0.8850 Predicted improvement: 0.000381835 lambda = 1; f = -2745.0252089 Norm of dx 0.00239 Done for param mu3 = 0.1500 Predicted improvement: 0.013312111 lambda = 1; f = -2745.0384911 Norm of dx 0.0033982 Done for param rhouip = 0.7084 Predicted improvement: 0.000211007 lambda = 1; f = -2745.0387015 Norm of dx 0.00018391 Done for param rholop = 0.9044 Predicted improvement: 0.031449537 lambda = 1; f = -2745.0670368 Norm of dx 0.0079548 Done for param rhoy = 0.0238 Sequence of univariate steps!! Actual dxnorm 0.057088 FVAL -2745.067 Improvement 0.27633 Ftol 1e-05 Htol 1e-05 Gradient norm 122.5352 Minimum Hessian eigenvalue 0.15101 Maximum Hessian eigenvalue 1107953521.3901 Elapsed time for iteration 3.5999 s. Iteration 18 Predicted improvement: 2.082375319 lambda = 1; f = -2744.9068936 lambda = 0.33333; f = -2745.0532254 lambda = 0.11111; f = -2745.0664938 lambda = 0.037037; f = -2744.9784956 lambda = 0.012346; f = -2745.1005325 Norm of dx 1.5716 Predicted improvement: 0.000743369 lambda = 1; f = -2745.1012788 Norm of dx 1.9974e-05 Done for param euip = 0.0080 Predicted improvement: 0.000052615 lambda = 1; f = -2745.1013314 Norm of dx 7.0849e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000209388 lambda = 1; f = -2745.1015403 Norm of dx 5.2006e-06 Done for param eius = 0.0039 Predicted improvement: 0.000078555 lambda = 1; f = -2745.1016188 Norm of dx 5.5994e-06 Done for param epus = 0.0069 Predicted improvement: 0.000902821 lambda = 1; f = -2745.1025257 Norm of dx 0.0001953 Done for param ey = 0.0713 Predicted improvement: 0.000287954 lambda = 1; f = -2745.1028144 Norm of dx 6.6528e-06 Done for param emp = 0.0043 Predicted improvement: 0.000104758 lambda = 1; f = -2745.1029192 Norm of dx 0.00057714 Done for param Cupsilon = 0.4949 Predicted improvement: 0.005109912 lambda = 1; f = -2745.1080838 Norm of dx 0.012962 Done for param Cpsi = 1.9382 Predicted improvement: 0.028110061 lambda = 1; f = -2745.1362717 Norm of dx 0.001695 Done for param eta = 0.5391 Predicted improvement: 0.004196118 lambda = 1; f = -2745.1404707 Norm of dx 0.0057752 Done for param kappa = 0.3492 Predicted improvement: 0.029379186 lambda = 1; f = -2745.1695094 Norm of dx 0.00051847 Done for param chi = 0.0121 Predicted improvement: 0.027033636 lambda = 1; f = -2745.1962772 Norm of dx 0.00063615 Done for param thetaH = 0.8568 Predicted improvement: 0.016082401 lambda = 1; f = -2745.2125359 Norm of dx 0.0013896 Done for param rhomp = 0.9149 Predicted improvement: 0.025197426 lambda = 1; f = -2745.2384833 Norm of dx 0.028623 Done for param betapimp = 1.3918 Predicted improvement: 0.027234859 lambda = 1; f = -2745.2651288 Norm of dx 0.025441 Done for param thetaymp = 1.1880 Predicted improvement: 0.000055109 lambda = 1; f = -2745.2651838 Norm of dx 0.00063233 Done for param mu1 = 0.6199 Predicted improvement: 0.000027263 lambda = 1; f = -2745.2652111 Norm of dx 0.00018595 Done for param mu2 = 0.8847 Predicted improvement: 0.000013550 lambda = 1; f = -2745.2652247 Norm of dx 0.00044998 Done for param mu3 = 0.1493 Predicted improvement: 0.012543739 lambda = 1; f = -2745.2777419 Norm of dx 0.0033087 Done for param rhouip = 0.7045 Predicted improvement: 0.006104315 lambda = 1; f = -2745.2842166 Norm of dx 0.0025094 Done for param rhoy = 0.0211 Sequence of univariate steps!! Actual dxnorm 0.04469 FVAL -2745.2842 Improvement 0.21718 Ftol 1e-05 Htol 1e-05 Gradient norm 179.6821 Minimum Hessian eigenvalue 0.14675 Maximum Hessian eigenvalue 1105739714.2315 Elapsed time for iteration 3.1802 s. Iteration 19 Predicted improvement: 1.587632033 lambda = 1; f = -2745.2805361 lambda = 0.33333; f = -2745.2841785 lambda = 0.11111; f = -2745.3905291 Norm of dx 0.8055 Predicted improvement: 1.265945192 lambda = 1; f = -2745.2842090 lambda = 0.33333; f = -2743.8827406 lambda = 0.11111; f = -2745.3576845 lambda = 0.037037; f = -2745.4238464 Norm of dx 0.33775 Predicted improvement: 0.006154397 lambda = 1; f = -2745.4300756 Norm of dx 5.6879e-05 Done for param euip = 0.0080 Predicted improvement: 0.000195253 lambda = 1; f = -2745.4302704 Norm of dx 0.00014881 Done for param elop = 0.1151 Predicted improvement: 0.007405010 lambda = 1; f = -2745.4375755 Norm of dx 8.5575e-05 Done for param eyus = 0.0106 Predicted improvement: 0.005561276 lambda = 1; f = -2745.4431986 Norm of dx 2.6314e-05 Done for param eius = 0.0039 Predicted improvement: 0.002900233 lambda = 1; f = -2745.4460747 Norm of dx 3.4374e-05 Done for param epus = 0.0069 Predicted improvement: 0.006315470 lambda = 1; f = -2745.4524648 Norm of dx 0.00053268 Done for param ey = 0.0743 Predicted improvement: 0.045782625 lambda = 1; f = -2745.4966424 Norm of dx 8.8747e-05 Done for param emp = 0.0043 Predicted improvement: 0.000550420 lambda = 1; f = -2745.4971930 Norm of dx 0.0013228 Done for param Cupsilon = 0.4941 Predicted improvement: 0.021036813 lambda = 1; f = -2745.5184913 Norm of dx 0.026068 Done for param Cpsi = 1.8901 Predicted improvement: 0.012026130 lambda = 1; f = -2745.5305255 Norm of dx 0.0011502 Done for param eta = 0.5293 Predicted improvement: 0.004751554 lambda = 1; f = -2745.5353112 Norm of dx 0.006244 Done for param kappa = 0.3600 Predicted improvement: 0.000140561 lambda = 1; f = -2745.5354522 Norm of dx 3.257e-05 Done for param chi = 0.0102 Predicted improvement: 0.021072101 lambda = 1; f = -2745.5563127 Norm of dx 0.00057069 Done for param thetaH = 0.8594 Predicted improvement: 0.000043905 lambda = 1; f = -2745.5563566 Norm of dx 2.9495e-05 Done for param thetaF = 0.8796 Predicted improvement: 0.006347213 lambda = 1; f = -2745.5628060 Norm of dx 0.00088227 Done for param rhomp = 0.9144 Predicted improvement: 0.058653381 lambda = 1; f = -2745.6239461 Norm of dx 0.044222 Done for param betapimp = 1.4504 Predicted improvement: 0.058628481 lambda = 1; f = -2745.6807454 Norm of dx 0.038553 Done for param thetaymp = 1.1626 Predicted improvement: 0.000218206 lambda = 1; f = -2745.6809634 Norm of dx 0.0012617 Done for param mu1 = 0.6211 Predicted improvement: 0.017435249 lambda = 1; f = -2745.6980385 Norm of dx 0.0048174 Done for param mu2 = 0.8852 Predicted improvement: 0.005042534 lambda = 1; f = -2745.7031026 Norm of dx 0.0086317 Done for param mu3 = 0.1496 Predicted improvement: 0.010539780 lambda = 1; f = -2745.7136209 Norm of dx 0.0030407 Done for param rhouip = 0.7009 Predicted improvement: 0.001911903 lambda = 1; f = -2745.7155174 Norm of dx 0.00057332 Done for param rholop = 0.9003 Predicted improvement: 0.025944656 lambda = 1; f = -2745.7449883 Norm of dx 0.0040395 Done for param rhoy = 0.0177 Sequence of univariate steps!! Actual dxnorm 0.081669 FVAL -2745.745 Improvement 0.46077 Ftol 1e-05 Htol 1e-05 Gradient norm 246.6891 Minimum Hessian eigenvalue 0.13937 Maximum Hessian eigenvalue 1091395550.6295 Elapsed time for iteration 3.3292 s. Iteration 20 Predicted improvement: 1.560924953 lambda = 1; f = -2590.3735445 lambda = 0.33333; f = -2741.2200789 lambda = 0.11111; f = -2745.2843614 lambda = 0.037037; f = -2745.7456650 lambda = 0.012346; f = -2745.7688460 Norm of dx 1.017 Predicted improvement: 0.001166889 lambda = 1; f = -2745.7700187 Norm of dx 2.5113e-05 Done for param euip = 0.0080 Predicted improvement: 0.000188081 lambda = 1; f = -2745.7702072 Norm of dx 0.00014527 Done for param elop = 0.1152 Predicted improvement: 0.000026350 lambda = 1; f = -2745.7702335 Norm of dx 4.9984e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000029917 lambda = 1; f = -2745.7702634 Norm of dx 1.962e-06 Done for param eius = 0.0039 Predicted improvement: 0.000049613 lambda = 1; f = -2745.7703131 Norm of dx 4.4338e-06 Done for param epus = 0.0069 Predicted improvement: 0.004301423 lambda = 1; f = -2745.7745703 Norm of dx 0.00044969 Done for param ey = 0.0735 Predicted improvement: 0.000429052 lambda = 1; f = -2745.7749980 Norm of dx 8.2099e-06 Done for param emp = 0.0043 Predicted improvement: 0.000244615 lambda = 1; f = -2745.7752425 Norm of dx 0.000883 Done for param Cupsilon = 0.4911 Predicted improvement: 0.004791346 lambda = 1; f = -2745.7800652 Norm of dx 0.012679 Done for param Cpsi = 1.9095 Predicted improvement: 0.002610514 lambda = 1; f = -2745.7826805 Norm of dx 0.00054468 Done for param eta = 0.5290 Predicted improvement: 0.012145466 lambda = 1; f = -2745.7951469 Norm of dx 0.0099193 Done for param kappa = 0.3670 Predicted improvement: 0.058114952 lambda = 1; f = -2745.8523047 Norm of dx 0.00065225 Done for param chi = 0.0094 Predicted improvement: 0.003492806 lambda = 1; f = -2745.8557846 Norm of dx 0.00023366 Done for param thetaH = 0.8596 Predicted improvement: 0.000929052 lambda = 1; f = -2745.8567143 Norm of dx 0.00013883 Done for param thetaF = 0.8796 Predicted improvement: 0.012776467 lambda = 1; f = -2745.8697376 Norm of dx 0.0012636 Done for param rhomp = 0.9127 Predicted improvement: 0.025701326 lambda = 1; f = -2745.8961489 Norm of dx 0.029952 Done for param betapimp = 1.4746 Predicted improvement: 0.032204717 lambda = 1; f = -2745.9276101 Norm of dx 0.028108 Done for param thetaymp = 1.1274 Predicted improvement: 0.000119010 lambda = 1; f = -2745.9277291 Norm of dx 0.00093511 Done for param mu1 = 0.6224 Predicted improvement: 0.000287715 lambda = 1; f = -2745.9280160 Norm of dx 0.00059878 Done for param mu2 = 0.8852 Predicted improvement: 0.000063461 lambda = 1; f = -2745.9280795 Norm of dx 0.00097577 Done for param mu3 = 0.1509 Predicted improvement: 0.018542586 lambda = 1; f = -2745.9465712 Norm of dx 0.0040554 Done for param rhouip = 0.6971 Predicted improvement: 0.001798061 lambda = 1; f = -2745.9483552 Norm of dx 0.00055319 Done for param rholop = 0.9009 Predicted improvement: 0.002041996 lambda = 1; f = -2745.9503246 Norm of dx 0.0016028 Done for param rhoy = 0.0199 Sequence of univariate steps!! Actual dxnorm 0.047783 FVAL -2745.9503 Improvement 0.20534 Ftol 1e-05 Htol 1e-05 Gradient norm 146.9714 Minimum Hessian eigenvalue 0.13289 Maximum Hessian eigenvalue 1099489933.824 Elapsed time for iteration 3.2197 s. Iteration 21 Predicted improvement: 0.691477354 lambda = 1; f = -2745.9473938 lambda = 0.33333; f = -2745.9503016 lambda = 0.11111; f = -2746.0002804 Norm of dx 0.39066 Predicted improvement: 0.000121023 lambda = 1; f = -2746.0004016 Norm of dx 8.14e-06 Done for param euip = 0.0080 Predicted improvement: 0.000486320 lambda = 1; f = -2746.0008863 Norm of dx 0.00023628 Done for param elop = 0.1156 Predicted improvement: 0.000943473 lambda = 1; f = -2746.0018254 Norm of dx 3.0156e-05 Done for param eyus = 0.0106 Predicted improvement: 0.000147693 lambda = 1; f = -2746.0019733 Norm of dx 4.3473e-06 Done for param eius = 0.0039 Predicted improvement: 0.000891924 lambda = 1; f = -2746.0028612 Norm of dx 1.8958e-05 Done for param epus = 0.0069 Predicted improvement: 0.000056908 lambda = 1; f = -2746.0029181 Norm of dx 5.2027e-05 Done for param ey = 0.0749 Predicted improvement: 0.001372784 lambda = 1; f = -2746.0042829 Norm of dx 1.4782e-05 Done for param emp = 0.0043 Predicted improvement: 0.002851297 lambda = 1; f = -2746.0071367 Norm of dx 0.0030206 Done for param Cupsilon = 0.4896 Predicted improvement: 0.007831682 lambda = 1; f = -2746.0150314 Norm of dx 0.01619 Done for param Cpsi = 1.8952 Predicted improvement: 0.007405290 lambda = 1; f = -2746.0224346 Norm of dx 0.00093104 Done for param eta = 0.5255 Predicted improvement: 0.003421047 lambda = 1; f = -2746.0258876 Norm of dx 0.0054566 Done for param kappa = 0.3813 Predicted improvement: 0.012324850 lambda = 1; f = -2746.0385476 Norm of dx 0.00027057 Done for param chi = 0.0086 Predicted improvement: 0.010657594 lambda = 1; f = -2746.0491325 Norm of dx 0.00040942 Done for param thetaH = 0.8612 Predicted improvement: 0.009629809 lambda = 1; f = -2746.0589562 Norm of dx 0.0011282 Done for param rhomp = 0.9097 Predicted improvement: 0.033970094 lambda = 1; f = -2746.0939535 Norm of dx 0.033864 Done for param betapimp = 1.5096 Predicted improvement: 0.021968136 lambda = 1; f = -2746.1155011 Norm of dx 0.022566 Done for param thetaymp = 1.0776 Predicted improvement: 0.000531673 lambda = 1; f = -2746.1160321 Norm of dx 0.0019838 Done for param mu1 = 0.6234 Predicted improvement: 0.006524679 lambda = 1; f = -2746.1224734 Norm of dx 0.0028727 Done for param mu2 = 0.8847 Predicted improvement: 0.000625094 lambda = 1; f = -2746.1230992 Norm of dx 0.0030515 Done for param mu3 = 0.1502 Predicted improvement: 0.011855653 lambda = 1; f = -2746.1349284 Norm of dx 0.0032584 Done for param rhouip = 0.6921 Predicted improvement: 0.000492654 lambda = 1; f = -2746.1354191 Norm of dx 0.0002883 Done for param rholop = 0.9005 Predicted improvement: 0.036883183 lambda = 1; f = -2746.1784326 Norm of dx 0.0041967 Done for param rhoy = 0.0159 Sequence of univariate steps!! Actual dxnorm 0.064753 FVAL -2746.1784 Improvement 0.22811 Ftol 1e-05 Htol 1e-05 Gradient norm 216.623 Minimum Hessian eigenvalue 0.13009 Maximum Hessian eigenvalue 1087668522.9403 Elapsed time for iteration 2.972 s. Iteration 22 Predicted improvement: 1.764408181 lambda = 1; f = -2746.1783595 lambda = 0.33333; f = -2739.4381316 lambda = 0.11111; f = -2745.3046574 lambda = 0.037037; f = -2746.1052642 lambda = 0.012346; f = -2746.1935611 Norm of dx 1.5738 Predicted improvement: 1.734437106 lambda = 1; f = -2746.1783285 lambda = 0.33333; f = -2739.0234601 lambda = 0.11111; f = -2745.1626511 lambda = 0.037037; f = -2746.0310550 lambda = 0.012346; f = -2746.1675779 lambda = 0.0041152; f = -2746.1887508 lambda = 0.0013717; f = -2746.1924254 lambda = 0.00045725; f = -2746.1932362 lambda = 0.00015242; f = -2746.1934588 lambda = 5.0805e-05; f = -2746.1935277 lambda = 1.6935e-05; f = -2746.1935500 lambda = 5.645e-06; f = -2746.1935574 lambda = 1.8817e-06; f = -2746.1935599 lambda = 6.2723e-07; f = -2746.1935607 lambda = 2.0908e-07; f = -2746.1935609 lambda = 6.9692e-08; f = -2746.1935610 lambda = 2.3231e-08; f = -2746.1935611 lambda = 7.7435e-09; f = -2746.1935611 lambda = 2.5812e-09; f = -2746.1935611 lambda = -6.2723e-07 lambda = -6.2723e-07; f = -2746.1935615 Norm of dx 1.9891 Predicted improvement: 0.001305625 lambda = 1; f = -2746.1948744 Norm of dx 2.6682e-05 Done for param euip = 0.0080 Predicted improvement: 0.000022514 lambda = 1; f = -2746.1948969 Norm of dx 4.6194e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000015807 lambda = 1; f = -2746.1949127 Norm of dx 1.4234e-06 Done for param eius = 0.0039 Predicted improvement: 0.000077957 lambda = 1; f = -2746.1949908 Norm of dx 5.5556e-06 Done for param epus = 0.0069 Predicted improvement: 0.004503033 lambda = 1; f = -2746.1994465 Norm of dx 0.00046308 Done for param ey = 0.0739 Predicted improvement: 0.000167237 lambda = 1; f = -2746.1996134 Norm of dx 5.1342e-06 Done for param emp = 0.0043 Predicted improvement: 0.000228612 lambda = 1; f = -2746.1998420 Norm of dx 0.00085674 Done for param Cupsilon = 0.4889 Predicted improvement: 0.005875388 lambda = 1; f = -2746.2057579 Norm of dx 0.014283 Done for param Cpsi = 1.9270 Predicted improvement: 0.006244733 lambda = 1; f = -2746.2119860 Norm of dx 0.00086873 Done for param eta = 0.5251 Predicted improvement: 0.005281836 lambda = 1; f = -2746.2173141 Norm of dx 0.0068069 Done for param kappa = 0.3833 Predicted improvement: 0.039659393 lambda = 1; f = -2746.2557847 Norm of dx 0.00048069 Done for param chi = 0.0079 Predicted improvement: 0.003935130 lambda = 1; f = -2746.2597022 Norm of dx 0.00024947 Done for param thetaH = 0.8614 Predicted improvement: 0.000230509 lambda = 1; f = -2746.2599328 Norm of dx 7.053e-05 Done for param thetaF = 0.8803 Predicted improvement: 0.005876385 lambda = 1; f = -2746.2658592 Norm of dx 0.00089646 Done for param rhomp = 0.9088 Predicted improvement: 0.014614061 lambda = 1; f = -2746.2807748 Norm of dx 0.022547 Done for param betapimp = 1.5279 Predicted improvement: 0.014423205 lambda = 1; f = -2746.2949775 Norm of dx 0.018145 Done for param thetaymp = 1.0589 Predicted improvement: 0.000072512 lambda = 1; f = -2746.2950500 Norm of dx 0.00073385 Done for param mu1 = 0.6245 Predicted improvement: 0.000434528 lambda = 1; f = -2746.2954831 Norm of dx 0.00072694 Done for param mu2 = 0.8849 Predicted improvement: 0.011781971 lambda = 1; f = -2746.3072386 Norm of dx 0.0032599 Done for param rhouip = 0.6892 Predicted improvement: 0.000826827 lambda = 1; f = -2746.3080611 Norm of dx 0.00037372 Done for param rholop = 0.9011 Predicted improvement: 0.004426450 lambda = 1; f = -2746.3122443 Norm of dx 0.0023275 Done for param rhoy = 0.0188 Sequence of univariate steps!! Actual dxnorm 0.041461 FVAL -2746.3122 Improvement 0.13381 Ftol 1e-05 Htol 1e-05 Gradient norm 112.3128 Minimum Hessian eigenvalue 0.12563 Maximum Hessian eigenvalue 1090527245.4625 Elapsed time for iteration 3.8243 s. Iteration 23 Predicted improvement: 0.297017606 lambda = 1; f = -2746.3105412 lambda = 0.33333; f = -2746.3122428 lambda = 0.11111; f = -2746.3136641 lambda = 0.037037; f = -2746.3279207 lambda = 0.071599; f = -2746.3298300 Norm of dx 0.3384 Predicted improvement: 0.267982353 lambda = 1; f = -2746.3117403 lambda = 0.33333; f = -2745.7298473 lambda = 0.11111; f = -2746.3066159 lambda = 0.037037; f = -2746.3308926 lambda = 0.012346; f = -2746.3310377 lambda = 0.0041152; f = -2746.3303237 lambda = 0.0013717; f = -2746.3300046 lambda = 0.00045725; f = -2746.3298893 lambda = 0.00015242; f = -2746.3298499 lambda = 5.0805e-05; f = -2746.3298367 lambda = 1.6935e-05; f = -2746.3298322 lambda = 5.645e-06; f = -2746.3298308 lambda = 1.8817e-06; f = -2746.3298303 lambda = 6.2723e-07; f = -2746.3298301 lambda = 2.0908e-07; f = -2746.3298300 lambda = 6.9692e-08; f = -2746.3298300 lambda = 2.3231e-08; f = -2746.3298300 lambda = 7.7435e-09; f = -2746.3298300 lambda = 2.5812e-09; f = -2746.3298300 Norm of dx 0.12043 Predicted improvement: 0.000095204 lambda = 1; f = -2746.3311331 Norm of dx 7.2734e-06 Done for param euip = 0.0081 Predicted improvement: 0.000279826 lambda = 1; f = -2746.3314122 Norm of dx 0.0001791 Done for param elop = 0.1158 Predicted improvement: 0.000095339 lambda = 1; f = -2746.3315077 Norm of dx 3.4919e-06 Done for param eius = 0.0039 Predicted improvement: 0.000304814 lambda = 1; f = -2746.3318118 Norm of dx 1.1052e-05 Done for param epus = 0.0069 Predicted improvement: 0.000226771 lambda = 1; f = -2746.3320380 Norm of dx 0.0001034 Done for param ey = 0.0744 Predicted improvement: 0.000323240 lambda = 1; f = -2746.3323603 Norm of dx 7.1577e-06 Done for param emp = 0.0043 Predicted improvement: 0.001025295 lambda = 1; f = -2746.3333864 Norm of dx 0.0018164 Done for param Cupsilon = 0.4881 Predicted improvement: 0.003606991 lambda = 1; f = -2746.3370172 Norm of dx 0.01124 Done for param Cpsi = 1.9169 Predicted improvement: 0.004921913 lambda = 1; f = -2746.3419658 Norm of dx 0.00077631 Done for param eta = 0.5227 Predicted improvement: 0.003381596 lambda = 1; f = -2746.3453721 Norm of dx 0.0055357 Done for param kappa = 0.3939 Predicted improvement: 0.009759162 lambda = 1; f = -2746.3550435 Norm of dx 0.00022392 Done for param chi = 0.0076 Predicted improvement: 0.006002476 lambda = 1; f = -2746.3610142 Norm of dx 0.00030776 Done for param thetaH = 0.8620 Predicted improvement: 0.000013543 lambda = 1; f = -2746.3610278 Norm of dx 1.7095e-05 Done for param thetaF = 0.8804 Predicted improvement: 0.006876703 lambda = 1; f = -2746.3679789 Norm of dx 0.00097776 Done for param rhomp = 0.9074 Predicted improvement: 0.009720184 lambda = 1; f = -2746.3778462 Norm of dx 0.018352 Done for param betapimp = 1.5521 Predicted improvement: 0.011706388 lambda = 1; f = -2746.3893889 Norm of dx 0.01612 Done for param thetaymp = 1.0382 Predicted improvement: 0.000113768 lambda = 1; f = -2746.3895026 Norm of dx 0.00092094 Done for param mu1 = 0.6251 Predicted improvement: 0.000940972 lambda = 1; f = -2746.3904390 Norm of dx 0.0010664 Done for param mu2 = 0.8848 Predicted improvement: 0.000141902 lambda = 1; f = -2746.3905809 Norm of dx 0.001455 Done for param mu3 = 0.1504 Predicted improvement: 0.005191717 lambda = 1; f = -2746.3957648 Norm of dx 0.0021711 Done for param rhouip = 0.6858 Predicted improvement: 0.000644810 lambda = 1; f = -2746.3964066 Norm of dx 0.00033142 Done for param rholop = 0.9006 Predicted improvement: 0.013000967 lambda = 1; f = -2746.4106999 Norm of dx 0.0029231 Done for param rhoy = 0.0170 Sequence of univariate steps!! Actual dxnorm 0.035367 FVAL -2746.4107 Improvement 0.098456 Ftol 1e-05 Htol 1e-05 Gradient norm 135.2345 Minimum Hessian eigenvalue 0.12505 Maximum Hessian eigenvalue 1085866951.8294 Elapsed time for iteration 3.622 s. Iteration 24 Predicted improvement: 0.437778464 lambda = 1; f = -2731.6567940 lambda = 0.33333; f = -2744.5887727 lambda = 0.11111; f = -2746.1863180 lambda = 0.037037; f = -2746.3986842 lambda = 0.012346; f = -2746.4160266 Norm of dx 0.45382 Predicted improvement: 0.422012201 lambda = 1; f = -2730.6183720 lambda = 0.33333; f = -2744.4804629 lambda = 0.11111; f = -2746.1421479 lambda = 0.037037; f = -2746.3803309 lambda = 0.012346; f = -2746.4118550 lambda = 0.0041152; f = -2746.4155909 lambda = 0.0013717; f = -2746.4159918 lambda = 0.00045725; f = -2746.4160275 lambda = 0.00015242; f = -2746.4160283 lambda = 5.0805e-05; f = -2746.4160273 lambda = 1.6935e-05; f = -2746.4160268 lambda = 5.645e-06; f = -2746.4160267 lambda = 1.8817e-06; f = -2746.4160266 lambda = 6.2723e-07; f = -2746.4160266 lambda = 2.0908e-07; f = -2746.4160266 lambda = 6.9692e-08; f = -2746.4160266 lambda = 2.3231e-08; f = -2746.4160266 lambda = 7.7435e-09; f = -2746.4160266 lambda = 2.5812e-09; f = -2746.4160266 Norm of dx 0.45022 Predicted improvement: 0.000514305 lambda = 1; f = -2746.4165442 Norm of dx 1.689e-05 Done for param euip = 0.0081 Predicted improvement: 0.000066182 lambda = 1; f = -2746.4166105 Norm of dx 2.9095e-06 Done for param eius = 0.0039 Predicted improvement: 0.000010711 lambda = 1; f = -2746.4166212 Norm of dx 2.0619e-06 Done for param epus = 0.0069 Predicted improvement: 0.002435926 lambda = 1; f = -2746.4190384 Norm of dx 0.00033912 Done for param ey = 0.0739 Predicted improvement: 0.000043667 lambda = 1; f = -2746.4190821 Norm of dx 2.6256e-06 Done for param emp = 0.0043 Predicted improvement: 0.003030548 lambda = 1; f = -2746.4221321 Norm of dx 0.010389 Done for param Cpsi = 1.9294 Predicted improvement: 0.003007755 lambda = 1; f = -2746.4251679 Norm of dx 0.00061175 Done for param eta = 0.5222 Predicted improvement: 0.001854548 lambda = 1; f = -2746.4270313 Norm of dx 0.0041307 Done for param kappa = 0.3961 Predicted improvement: 0.015260155 lambda = 1; f = -2746.4419757 Norm of dx 0.0002732 Done for param chi = 0.0072 Predicted improvement: 0.002205858 lambda = 1; f = -2746.4441742 Norm of dx 0.00018587 Done for param thetaH = 0.8621 Predicted improvement: 0.003804556 lambda = 1; f = -2746.4480117 Norm of dx 0.00073585 Done for param rhomp = 0.9066 Predicted improvement: 0.003679810 lambda = 1; f = -2746.4517309 Norm of dx 0.011328 Done for param betapimp = 1.5598 Predicted improvement: 0.006340205 lambda = 1; f = -2746.4580042 Norm of dx 0.011725 Done for param thetaymp = 1.0242 Predicted improvement: 0.000049092 lambda = 1; f = -2746.4580532 Norm of dx 0.00060556 Done for param mu1 = 0.6257 Predicted improvement: 0.000200656 lambda = 1; f = -2746.4582534 Norm of dx 0.00048889 Done for param mu2 = 0.8850 Predicted improvement: 0.003952282 lambda = 1; f = -2746.4622004 Norm of dx 0.0018973 Done for param rhouip = 0.6842 Predicted improvement: 0.000482769 lambda = 1; f = -2746.4626812 Norm of dx 0.00028641 Done for param rholop = 0.9009 Predicted improvement: 0.001119243 lambda = 1; f = -2746.4637688 Norm of dx 0.0010949 Done for param rhoy = 0.0182 Sequence of univariate steps!! Actual dxnorm 0.020656 FVAL -2746.4638 Improvement 0.053069 Ftol 1e-05 Htol 1e-05 Gradient norm 73.5951 Minimum Hessian eigenvalue 0.12377 Maximum Hessian eigenvalue 1085552388.1837 Elapsed time for iteration 3.6814 s. Iteration 25 Predicted improvement: 0.097699337 lambda = 1; f = -2745.4638346 lambda = 0.33333; f = -2746.3997067 lambda = 0.11111; f = -2746.4712246 Norm of dx 0.23327 Predicted improvement: 0.089442878 lambda = 1; f = -2745.9621062 lambda = 0.33333; f = -2746.4258331 lambda = 0.11111; f = -2746.4689780 lambda = 0.037037; f = -2746.4718806 lambda = 0.012346; f = -2746.4715985 lambda = 0.0041152; f = -2746.4713665 lambda = 0.0013717; f = -2746.4712738 lambda = 0.00045725; f = -2746.4712412 lambda = 0.00015242; f = -2746.4712302 lambda = 5.0805e-05; f = -2746.4712265 lambda = 1.6935e-05; f = -2746.4712253 lambda = 5.645e-06; f = -2746.4712248 lambda = 1.8817e-06; f = -2746.4712247 lambda = 6.2723e-07; f = -2746.4712247 lambda = 2.0908e-07; f = -2746.4712246 lambda = 6.9692e-08; f = -2746.4712246 lambda = 2.3231e-08; f = -2746.4712246 lambda = 7.7435e-09; f = -2746.4712246 lambda = 2.5812e-09; f = -2746.4712246 Norm of dx 0.090003 Predicted improvement: 0.000044245 lambda = 1; f = -2746.4719249 Norm of dx 7.1119e-05 Done for param elop = 0.1159 Predicted improvement: 0.000166590 lambda = 1; f = -2746.4720918 Norm of dx 1.254e-05 Done for param eyus = 0.0106 Predicted improvement: 0.003388962 lambda = 1; f = -2746.4755104 Norm of dx 2.0588e-05 Done for param eius = 0.0039 Predicted improvement: 0.000090825 lambda = 1; f = -2746.4756011 Norm of dx 6.0218e-06 Done for param epus = 0.0069 Predicted improvement: 0.000054511 lambda = 1; f = -2746.4756555 Norm of dx 5.0232e-05 Done for param ey = 0.0738 Predicted improvement: 0.004285209 lambda = 1; f = -2746.4798969 Norm of dx 2.6385e-05 Done for param emp = 0.0043 Predicted improvement: 0.001543862 lambda = 1; f = -2746.4814421 Norm of dx 0.0022307 Done for param Cupsilon = 0.4871 Predicted improvement: 0.000923184 lambda = 1; f = -2746.4823688 Norm of dx 0.0057373 Done for param Cpsi = 1.9129 Predicted improvement: 0.001065436 lambda = 1; f = -2746.4834341 Norm of dx 0.00036895 Done for param eta = 0.5208 Predicted improvement: 0.001804577 lambda = 1; f = -2746.4852477 Norm of dx 0.0041107 Done for param kappa = 0.4022 Predicted improvement: 0.002508419 lambda = 1; f = -2746.4877496 Norm of dx 0.00010593 Done for param chi = 0.0070 Predicted improvement: 0.002240618 lambda = 1; f = -2746.4899805 Norm of dx 0.0001867 Done for param thetaH = 0.8619 Predicted improvement: 0.000130866 lambda = 1; f = -2746.4901113 Norm of dx 5.2979e-05 Done for param thetaF = 0.8798 Predicted improvement: 0.004067890 lambda = 1; f = -2746.4942313 Norm of dx 0.00076925 Done for param rhomp = 0.9050 Predicted improvement: 0.003470884 lambda = 1; f = -2746.4977388 Norm of dx 0.01086 Done for param betapimp = 1.5663 Predicted improvement: 0.001618018 lambda = 1; f = -2746.4993484 Norm of dx 0.0057838 Done for param thetaymp = 1.0030 Predicted improvement: 0.000114897 lambda = 1; f = -2746.4994632 Norm of dx 0.00092745 Done for param mu1 = 0.6261 Predicted improvement: 0.001016626 lambda = 1; f = -2746.5004747 Norm of dx 0.0011019 Done for param mu2 = 0.8848 Predicted improvement: 0.000195902 lambda = 1; f = -2746.5006707 Norm of dx 0.0017092 Done for param mu3 = 0.1506 Predicted improvement: 0.001934549 lambda = 1; f = -2746.5026034 Norm of dx 0.0013289 Done for param rhouip = 0.6824 Predicted improvement: 0.000222680 lambda = 1; f = -2746.5028255 Norm of dx 0.00019459 Done for param rholop = 0.9006 Predicted improvement: 0.000402440 lambda = 1; f = -2746.5032343 Norm of dx 0.0006009 Done for param rhoy = 0.0177 Sequence of univariate steps!! Actual dxnorm 0.028387 FVAL -2746.5032 Improvement 0.039466 Ftol 1e-05 Htol 1e-05 Gradient norm 97.5356 Minimum Hessian eigenvalue 0.1254 Maximum Hessian eigenvalue 1082363380.618 Elapsed time for iteration 3.7529 s. Iteration 26 Correct for low angle: 0.00303811 Predicted improvement: 0.191061975 lambda = 1; f = -2732.9664765 lambda = 0.33333; f = -2744.8290080 lambda = 0.11111; f = -2746.3293252 lambda = 0.037037; f = -2746.4925976 lambda = 0.012346; f = -2746.5051670 Norm of dx 0.78356 Correct for low angle: 0.00374852 Predicted improvement: 0.145001418 lambda = 1; f = -2738.5030961 lambda = 0.33333; f = -2745.4888839 lambda = 0.11111; f = -2746.3815279 lambda = 0.037037; f = -2746.4901784 lambda = 0.012346; f = -2746.5032016 lambda = 0.0041152; f = -2746.5048535 lambda = 0.0013717; f = -2746.5051006 lambda = 0.00045725; f = -2746.5051491 lambda = 0.00015242; f = -2746.5051615 lambda = 5.0805e-05; f = -2746.5051652 lambda = 1.6935e-05; f = -2746.5051664 lambda = 5.645e-06; f = -2746.5051668 lambda = 1.8817e-06; f = -2746.5051669 lambda = 6.2723e-07; f = -2746.5051669 lambda = 2.0908e-07; f = -2746.5051670 lambda = 6.9692e-08; f = -2746.5051670 lambda = 2.3231e-08; f = -2746.5051670 lambda = 7.7435e-09; f = -2746.5051670 lambda = 2.5812e-09; f = -2746.5051670 lambda = -6.2723e-07 lambda = -6.2723e-07; f = -2746.5051670 Norm of dx 0.65509 Predicted improvement: 0.000012920 lambda = 1; f = -2746.5051799 Norm of dx 3.8367e-05 Done for param elop = 0.1158 Predicted improvement: 0.000151874 lambda = 1; f = -2746.5053321 Norm of dx 4.4026e-06 Done for param eius = 0.0039 Predicted improvement: 0.000587507 lambda = 1; f = -2746.5059174 Norm of dx 0.00016486 Done for param ey = 0.0735 Predicted improvement: 0.000665208 lambda = 1; f = -2746.5065800 Norm of dx 1.0313e-05 Done for param emp = 0.0043 Predicted improvement: 0.000019914 lambda = 1; f = -2746.5065999 Norm of dx 0.00025315 Done for param Cupsilon = 0.4875 Predicted improvement: 0.001993856 lambda = 1; f = -2746.5086057 Norm of dx 0.0084768 Done for param Cpsi = 1.9309 Predicted improvement: 0.001210385 lambda = 1; f = -2746.5098176 Norm of dx 0.00039506 Done for param eta = 0.5205 Predicted improvement: 0.000581624 lambda = 1; f = -2746.5104013 Norm of dx 0.0023484 Done for param kappa = 0.4040 Predicted improvement: 0.003619139 lambda = 1; f = -2746.5140087 Norm of dx 0.00012528 Done for param chi = 0.0069 Predicted improvement: 0.000773303 lambda = 1; f = -2746.5147806 Norm of dx 0.00010914 Done for param thetaH = 0.8621 Predicted improvement: 0.000014974 lambda = 1; f = -2746.5147955 Norm of dx 1.7888e-05 Done for param thetaF = 0.8798 Predicted improvement: 0.000842095 lambda = 1; f = -2746.5156417 Norm of dx 0.00035412 Done for param rhomp = 0.9047 Predicted improvement: 0.001046270 lambda = 1; f = -2746.5166937 Norm of dx 0.0060012 Done for param betapimp = 1.5738 Predicted improvement: 0.001129317 lambda = 1; f = -2746.5178183 Norm of dx 0.0048141 Done for param thetaymp = 0.9993 Predicted improvement: 0.000017806 lambda = 1; f = -2746.5178361 Norm of dx 0.00014457 Done for param mu2 = 0.8849 Predicted improvement: 0.000965022 lambda = 1; f = -2746.5188003 Norm of dx 0.00093931 Done for param rhouip = 0.6813 Predicted improvement: 0.000215982 lambda = 1; f = -2746.5190157 Norm of dx 0.00019137 Done for param rholop = 0.9010 Predicted improvement: 0.000276810 lambda = 1; f = -2746.5192890 Norm of dx 0.0005238 Done for param rhoy = 0.0177 Sequence of univariate steps!! Actual dxnorm 0.019882 FVAL -2746.5193 Improvement 0.016055 Ftol 1e-05 Htol 1e-05 Gradient norm 41.3639 Minimum Hessian eigenvalue 0.12415 Maximum Hessian eigenvalue 1081461023.8183 Elapsed time for iteration 3.8996 s. Iteration 27 Predicted improvement: 0.033219334 lambda = 1; f = -2745.9692270 lambda = 0.33333; f = -2746.4681768 lambda = 0.11111; f = -2746.5182342 lambda = 0.037037; f = -2746.5207918 Norm of dx 0.094486 Predicted improvement: 0.023745789 lambda = 1; f = -2746.2215306 lambda = 0.33333; f = -2746.4904858 lambda = 0.11111; f = -2746.5187731 lambda = 0.037037; f = -2746.5210358 lambda = 0.012346; f = -2746.5209758 Norm of dx 0.07228 Predicted improvement: 0.000034308 lambda = 1; f = -2746.5210701 Norm of dx 6.2414e-05 Done for param elop = 0.1159 Predicted improvement: 0.000125126 lambda = 1; f = -2746.5211954 Norm of dx 1.0871e-05 Done for param eyus = 0.0106 Predicted improvement: 0.000376947 lambda = 1; f = -2746.5215735 Norm of dx 6.9245e-06 Done for param eius = 0.0039 Predicted improvement: 0.000453268 lambda = 1; f = -2746.5220252 Norm of dx 0.00014393 Done for param ey = 0.0731 Predicted improvement: 0.000449857 lambda = 1; f = -2746.5224736 Norm of dx 8.474e-06 Done for param emp = 0.0043 Predicted improvement: 0.000021063 lambda = 1; f = -2746.5224947 Norm of dx 0.00026013 Done for param Cupsilon = 0.4873 Predicted improvement: 0.000415873 lambda = 1; f = -2746.5229111 Norm of dx 0.0039043 Done for param Cpsi = 1.9405 Predicted improvement: 0.000484066 lambda = 1; f = -2746.5233957 Norm of dx 0.00025085 Done for param eta = 0.5202 Predicted improvement: 0.000810589 lambda = 1; f = -2746.5242089 Norm of dx 0.0027814 Done for param kappa = 0.4061 Predicted improvement: 0.001188998 lambda = 1; f = -2746.5253925 Norm of dx 7.0795e-05 Done for param chi = 0.0068 Predicted improvement: 0.000430955 lambda = 1; f = -2746.5258231 Norm of dx 8.1147e-05 Done for param thetaH = 0.8621 Predicted improvement: 0.000066854 lambda = 1; f = -2746.5258899 Norm of dx 3.7665e-05 Done for param thetaF = 0.8797 Predicted improvement: 0.000992257 lambda = 1; f = -2746.5268870 Norm of dx 0.00038534 Done for param rhomp = 0.9043 Predicted improvement: 0.000391231 lambda = 1; f = -2746.5272794 Norm of dx 0.0036717 Done for param betapimp = 1.5776 Predicted improvement: 0.000546657 lambda = 1; f = -2746.5278244 Norm of dx 0.0033278 Done for param thetaymp = 0.9944 Predicted improvement: 0.000012618 lambda = 1; f = -2746.5278370 Norm of dx 0.00030757 Done for param mu1 = 0.6266 Predicted improvement: 0.000439210 lambda = 1; f = -2746.5282760 Norm of dx 0.00063372 Done for param rhouip = 0.6807 Predicted improvement: 0.000143162 lambda = 1; f = -2746.5284189 Norm of dx 0.00015543 Done for param rholop = 0.9012 Predicted improvement: 0.000817576 lambda = 1; f = -2746.5292334 Norm of dx 0.00091594 Done for param rhoy = 0.0178 Sequence of univariate steps!! Actual dxnorm 0.011715 FVAL -2746.5292 Improvement 0.0099444 Ftol 1e-05 Htol 1e-05 Gradient norm 35.5984 Minimum Hessian eigenvalue 0.12422 Maximum Hessian eigenvalue 1080845396.74 Elapsed time for iteration 3.4876 s. Iteration 28 Predicted improvement: 0.020262824 lambda = 1; f = -2746.0550690 lambda = 0.33333; f = -2746.4858841 lambda = 0.11111; f = -2746.5274266 lambda = 0.037037; f = -2746.5300335 Norm of dx 0.11508 Predicted improvement: 0.018714852 lambda = 1; f = -2746.1473778 lambda = 0.33333; f = -2746.4888734 lambda = 0.11111; f = -2746.5258371 lambda = 0.037037; f = -2746.5296909 lambda = 0.012346; f = -2746.5300366 lambda = 0.0041152; f = -2746.5300476 lambda = 0.0013717; f = -2746.5300397 lambda = 0.00045725; f = -2746.5300357 lambda = 0.00015242; f = -2746.5300343 lambda = 5.0805e-05; f = -2746.5300338 lambda = 1.6935e-05; f = -2746.5300336 lambda = 5.645e-06; f = -2746.5300336 lambda = 1.8817e-06; f = -2746.5300335 lambda = 6.2723e-07; f = -2746.5300335 lambda = 2.0908e-07; f = -2746.5300335 lambda = 6.9692e-08; f = -2746.5300335 lambda = 2.3231e-08; f = -2746.5300335 lambda = 7.7435e-09; f = -2746.5300335 lambda = 2.5812e-09; f = -2746.5300335 Norm of dx 0.076576 Predicted improvement: 0.000041297 lambda = 1; f = -2746.5300889 Norm of dx 6.2519e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000232111 lambda = 1; f = -2746.5303215 Norm of dx 5.439e-06 Done for param eius = 0.0039 Predicted improvement: 0.000064889 lambda = 1; f = -2746.5303863 Norm of dx 5.4179e-05 Done for param ey = 0.0730 Predicted improvement: 0.000108546 lambda = 1; f = -2746.5304947 Norm of dx 4.1539e-06 Done for param emp = 0.0043 Predicted improvement: 0.000105803 lambda = 1; f = -2746.5306005 Norm of dx 0.00058263 Done for param Cupsilon = 0.4872 Predicted improvement: 0.000303187 lambda = 1; f = -2746.5309042 Norm of dx 0.0033342 Done for param Cpsi = 1.9397 Predicted improvement: 0.000322930 lambda = 1; f = -2746.5312271 Norm of dx 0.00020554 Done for param eta = 0.5199 Predicted improvement: 0.000279701 lambda = 1; f = -2746.5315075 Norm of dx 0.0016412 Done for param kappa = 0.4080 Predicted improvement: 0.000594954 lambda = 1; f = -2746.5321004 Norm of dx 4.9783e-05 Done for param chi = 0.0067 Predicted improvement: 0.000276282 lambda = 1; f = -2746.5323763 Norm of dx 6.4855e-05 Done for param thetaH = 0.8619 Predicted improvement: 0.000070411 lambda = 1; f = -2746.5324467 Norm of dx 3.8553e-05 Done for param thetaF = 0.8795 Predicted improvement: 0.000612455 lambda = 1; f = -2746.5330615 Norm of dx 0.00030403 Done for param rhomp = 0.9039 Predicted improvement: 0.000234601 lambda = 1; f = -2746.5332968 Norm of dx 0.0028385 Done for param betapimp = 1.5798 Predicted improvement: 0.000283420 lambda = 1; f = -2746.5335795 Norm of dx 0.0023837 Done for param thetaymp = 0.9903 Predicted improvement: 0.000231074 lambda = 1; f = -2746.5338105 Norm of dx 0.00045969 Done for param rhouip = 0.6803 Predicted improvement: 0.000095809 lambda = 1; f = -2746.5339062 Norm of dx 0.00012705 Done for param rholop = 0.9012 Predicted improvement: 0.000020159 lambda = 1; f = -2746.5339268 Norm of dx 0.00013872 Done for param rhoy = 0.0177 Sequence of univariate steps!! Actual dxnorm 0.0052014 FVAL -2746.5339 Improvement 0.0046934 Ftol 1e-05 Htol 1e-05 Gradient norm 33.4143 Minimum Hessian eigenvalue 0.12461 Maximum Hessian eigenvalue 1079789871.2315 Elapsed time for iteration 3.9878 s. Iteration 29 Predicted improvement: 0.014891650 lambda = 1; f = -2746.0909460 lambda = 0.33333; f = -2746.4869700 lambda = 0.11111; f = -2746.5306644 lambda = 0.037037; f = -2746.5342884 Norm of dx 0.039158 Predicted improvement: 0.013568409 lambda = 1; f = -2746.1741541 lambda = 0.33333; f = -2746.4905132 lambda = 0.11111; f = -2746.5288077 lambda = 0.037037; f = -2746.5335092 lambda = 0.012346; f = -2746.5341466 lambda = 0.0041152; f = -2746.5342543 lambda = 0.0013717; f = -2746.5342785 lambda = 0.00045725; f = -2746.5342852 lambda = 0.00015242; f = -2746.5342873 lambda = 5.0805e-05; f = -2746.5342880 lambda = 1.6935e-05; f = -2746.5342882 lambda = 5.645e-06; f = -2746.5342883 lambda = 1.8817e-06; f = -2746.5342883 lambda = 6.2723e-07; f = -2746.5342884 lambda = 2.0908e-07; f = -2746.5342884 lambda = 6.9692e-08; f = -2746.5342884 lambda = 2.3231e-08; f = -2746.5342884 lambda = 7.7435e-09; f = -2746.5342884 lambda = 2.5812e-09; f = -2746.5342884 Norm of dx 0.037253 Predicted improvement: 0.000014965 lambda = 1; f = -2746.5343033 Norm of dx 2.9036e-06 Done for param euip = 0.0081 Predicted improvement: 0.000032275 lambda = 1; f = -2746.5343356 Norm of dx 5.5279e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000141127 lambda = 1; f = -2746.5344770 Norm of dx 4.2444e-06 Done for param eius = 0.0039 Predicted improvement: 0.000017881 lambda = 1; f = -2746.5344949 Norm of dx 2.6635e-06 Done for param epus = 0.0069 Predicted improvement: 0.000106636 lambda = 1; f = -2746.5346013 Norm of dx 6.9293e-05 Done for param ey = 0.0728 Predicted improvement: 0.000074289 lambda = 1; f = -2746.5346755 Norm of dx 3.436e-06 Done for param emp = 0.0043 Predicted improvement: 0.000020333 lambda = 1; f = -2746.5346959 Norm of dx 0.00025528 Done for param Cupsilon = 0.4872 Predicted improvement: 0.000202321 lambda = 1; f = -2746.5348985 Norm of dx 0.002728 Done for param Cpsi = 1.9430 Predicted improvement: 0.000165189 lambda = 1; f = -2746.5350639 Norm of dx 0.00014729 Done for param eta = 0.5198 Predicted improvement: 0.000141053 lambda = 1; f = -2746.5352052 Norm of dx 0.0011687 Done for param kappa = 0.4089 Predicted improvement: 0.000390580 lambda = 1; f = -2746.5355947 Norm of dx 4.0141e-05 Done for param chi = 0.0067 Predicted improvement: 0.000096127 lambda = 1; f = -2746.5356907 Norm of dx 3.8183e-05 Done for param thetaH = 0.8619 Predicted improvement: 0.000052467 lambda = 1; f = -2746.5357432 Norm of dx 3.322e-05 Done for param thetaF = 0.8793 Predicted improvement: 0.000285332 lambda = 1; f = -2746.5360293 Norm of dx 0.00020824 Done for param rhomp = 0.9037 Predicted improvement: 0.000085275 lambda = 1; f = -2746.5361147 Norm of dx 0.0017116 Done for param betapimp = 1.5809 Predicted improvement: 0.000117871 lambda = 1; f = -2746.5362324 Norm of dx 0.0015321 Done for param thetaymp = 0.9878 Predicted improvement: 0.000010019 lambda = 1; f = -2746.5362425 Norm of dx 0.00010821 Done for param mu2 = 0.8849 Predicted improvement: 0.000156940 lambda = 1; f = -2746.5363994 Norm of dx 0.00037889 Done for param rhouip = 0.6799 Predicted improvement: 0.000067727 lambda = 1; f = -2746.5364670 Norm of dx 0.00010669 Done for param rholop = 0.9013 Predicted improvement: 0.000280828 lambda = 1; f = -2746.5367441 Norm of dx 0.00052751 Done for param rhoy = 0.0177 Sequence of univariate steps!! Actual dxnorm 0.00435 FVAL -2746.5367 Improvement 0.0028173 Ftol 1e-05 Htol 1e-05 Gradient norm 19.5752 Minimum Hessian eigenvalue 0.12472 Maximum Hessian eigenvalue 1078959325.3087 Elapsed time for iteration 3.5799 s. Iteration 30 Predicted improvement: 0.009909558 lambda = 1; f = -2746.2680489 lambda = 0.33333; f = -2746.5111439 lambda = 0.11111; f = -2746.5353591 lambda = 0.037037; f = -2746.5370792 Norm of dx 0.0592 Predicted improvement: 0.009075190 lambda = 1; f = -2746.2907221 lambda = 0.33333; f = -2746.5089797 lambda = 0.11111; f = -2746.5339038 lambda = 0.037037; f = -2746.5367183 lambda = 0.012346; f = -2746.5370368 lambda = 0.0041152; f = -2746.5370737 lambda = 0.0013717; f = -2746.5370783 lambda = 0.00045725; f = -2746.5370790 lambda = 0.00015242; f = -2746.5370791 lambda = 5.0805e-05; f = -2746.5370791 lambda = 1.6935e-05; f = -2746.5370791 lambda = 5.645e-06; f = -2746.5370792 lambda = 1.8817e-06; f = -2746.5370792 lambda = 6.2723e-07; f = -2746.5370792 lambda = 2.0908e-07; f = -2746.5370792 lambda = 6.9692e-08; f = -2746.5370792 lambda = 2.3231e-08; f = -2746.5370792 lambda = 7.7435e-09; f = -2746.5370792 lambda = 2.5812e-09; f = -2746.5370792 Norm of dx 0.026814 Predicted improvement: 0.000029110 lambda = 1; f = -2746.5371083 Norm of dx 5.2502e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000086554 lambda = 1; f = -2746.5371949 Norm of dx 3.3257e-06 Done for param eius = 0.0039 Predicted improvement: 0.000036586 lambda = 1; f = -2746.5372315 Norm of dx 4.0475e-05 Done for param ey = 0.0726 Predicted improvement: 0.000050206 lambda = 1; f = -2746.5372816 Norm of dx 2.8243e-06 Done for param emp = 0.0043 Predicted improvement: 0.000058523 lambda = 1; f = -2746.5373402 Norm of dx 0.0004329 Done for param Cupsilon = 0.4871 Predicted improvement: 0.000116273 lambda = 1; f = -2746.5374566 Norm of dx 0.0020693 Done for param Cpsi = 1.9432 Predicted improvement: 0.000112141 lambda = 1; f = -2746.5375689 Norm of dx 0.00012152 Done for param eta = 0.5196 Predicted improvement: 0.000077080 lambda = 1; f = -2746.5376460 Norm of dx 0.00086559 Done for param kappa = 0.4098 Predicted improvement: 0.000170734 lambda = 1; f = -2746.5378165 Norm of dx 2.6465e-05 Done for param chi = 0.0067 Predicted improvement: 0.000062421 lambda = 1; f = -2746.5378788 Norm of dx 3.0738e-05 Done for param thetaH = 0.8618 Predicted improvement: 0.000046368 lambda = 1; f = -2746.5379252 Norm of dx 3.1182e-05 Done for param thetaF = 0.8792 Predicted improvement: 0.000187166 lambda = 1; f = -2746.5381128 Norm of dx 0.000169 Done for param rhomp = 0.9035 Predicted improvement: 0.000070811 lambda = 1; f = -2746.5381837 Norm of dx 0.001558 Done for param betapimp = 1.5821 Predicted improvement: 0.000060792 lambda = 1; f = -2746.5382444 Norm of dx 0.0010974 Done for param thetaymp = 0.9859 Predicted improvement: 0.000011724 lambda = 1; f = -2746.5382561 Norm of dx 0.00041818 Done for param mu3 = 0.1506 Predicted improvement: 0.000071381 lambda = 1; f = -2746.5383275 Norm of dx 0.00025552 Done for param rhouip = 0.6797 Predicted improvement: 0.000043314 lambda = 1; f = -2746.5383708 Norm of dx 8.5274e-05 Done for param rholop = 0.9013 Predicted improvement: 0.000050292 lambda = 1; f = -2746.5384209 Norm of dx 0.00022016 Done for param rhoy = 0.0177 Sequence of univariate steps!! Actual dxnorm 0.0024905 FVAL -2746.5384 Improvement 0.0016768 Ftol 1e-05 Htol 1e-05 Gradient norm 18.4823 Minimum Hessian eigenvalue 0.12508 Maximum Hessian eigenvalue 1078695481.413 Elapsed time for iteration 3.7612 s. Iteration 31 Predicted improvement: 0.007156794 lambda = 1; f = -2746.3018570 lambda = 0.33333; f = -2746.5141933 lambda = 0.11111; f = -2746.5367322 lambda = 0.037037; f = -2746.5385842 Norm of dx 0.036115 Predicted improvement: 0.006365194 lambda = 1; f = -2746.3451377 lambda = 0.33333; f = -2746.5156960 lambda = 0.11111; f = -2746.5357255 lambda = 0.037037; f = -2746.5381687 lambda = 0.012346; f = -2746.5385057 lambda = 0.0041152; f = -2746.5385647 lambda = 0.0013717; f = -2746.5385784 lambda = 0.00045725; f = -2746.5385823 lambda = 0.00015242; f = -2746.5385836 lambda = 5.0805e-05; f = -2746.5385840 lambda = 1.6935e-05; f = -2746.5385841 lambda = 5.645e-06; f = -2746.5385841 lambda = 1.8817e-06; f = -2746.5385842 lambda = 6.2723e-07; f = -2746.5385842 lambda = 2.0908e-07; f = -2746.5385842 lambda = 6.9692e-08; f = -2746.5385842 lambda = 2.3231e-08; f = -2746.5385842 lambda = 7.7435e-09; f = -2746.5385842 lambda = 2.5812e-09; f = -2746.5385842 lambda = 4.9899e-09; f = -2746.5385842 lambda = 3.3599e-09; f = -2746.5385842 lambda = 2.6501e-09; f = -2746.5385842 lambda = 2.6017e-09; f = -2746.5385842 lambda = 2.6306e-09; f = -2746.5385842 Norm of dx 0.022099 Predicted improvement: 0.000019273 lambda = 1; f = -2746.5386034 Norm of dx 4.2729e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000084702 lambda = 1; f = -2746.5386882 Norm of dx 3.29e-06 Done for param eius = 0.0039 Predicted improvement: 0.000034419 lambda = 1; f = -2746.5387226 Norm of dx 3.9184e-05 Done for param ey = 0.0725 Predicted improvement: 0.000048255 lambda = 1; f = -2746.5387708 Norm of dx 2.7692e-06 Done for param emp = 0.0043 Predicted improvement: 0.000024021 lambda = 1; f = -2746.5387949 Norm of dx 0.00027725 Done for param Cupsilon = 0.4872 Predicted improvement: 0.000079878 lambda = 1; f = -2746.5388748 Norm of dx 0.0017163 Done for param Cpsi = 1.9440 Predicted improvement: 0.000055663 lambda = 1; f = -2746.5389305 Norm of dx 8.5755e-05 Done for param eta = 0.5195 Predicted improvement: 0.000045214 lambda = 1; f = -2746.5389757 Norm of dx 0.00066395 Done for param kappa = 0.4103 Predicted improvement: 0.000104511 lambda = 1; f = -2746.5390801 Norm of dx 2.0671e-05 Done for param chi = 0.0067 Predicted improvement: 0.000023355 lambda = 1; f = -2746.5391034 Norm of dx 1.8781e-05 Done for param thetaH = 0.8617 Predicted improvement: 0.000031493 lambda = 1; f = -2746.5391349 Norm of dx 2.5669e-05 Done for param thetaF = 0.8791 Predicted improvement: 0.000095761 lambda = 1; f = -2746.5392308 Norm of dx 0.0001211 Done for param rhomp = 0.9034 Predicted improvement: 0.000036284 lambda = 1; f = -2746.5392671 Norm of dx 0.0011148 Done for param betapimp = 1.5827 Predicted improvement: 0.000025472 lambda = 1; f = -2746.5392926 Norm of dx 0.00070893 Done for param thetaymp = 0.9845 Predicted improvement: 0.000038197 lambda = 1; f = -2746.5393308 Norm of dx 0.00018691 Done for param rhouip = 0.6796 Predicted improvement: 0.000028242 lambda = 1; f = -2746.5393590 Norm of dx 6.8814e-05 Done for param rholop = 0.9014 Predicted improvement: 0.000109323 lambda = 1; f = -2746.5394676 Norm of dx 0.00032634 Done for param rhoy = 0.0177 Sequence of univariate steps!! Actual dxnorm 0.0018407 FVAL -2746.5395 Improvement 0.0010467 Ftol 1e-05 Htol 1e-05 Gradient norm 15.2865 Minimum Hessian eigenvalue 0.12527 Maximum Hessian eigenvalue 1078285940.3353 Elapsed time for iteration 3.9566 s. Iteration 32 Predicted improvement: 0.004793279 lambda = 1; f = -2746.3985319 lambda = 0.33333; f = -2746.5256795 lambda = 0.11111; f = -2746.5386335 lambda = 0.037037; f = -2746.5396110 Norm of dx 0.028408 Predicted improvement: 0.003999545 lambda = 1; f = -2746.4280978 lambda = 0.33333; f = -2746.5266720 lambda = 0.11111; f = -2746.5380643 lambda = 0.037037; f = -2746.5394063 lambda = 0.012346; f = -2746.5395774 lambda = 0.0041152; f = -2746.5396037 lambda = 0.0013717; f = -2746.5396090 lambda = 0.00045725; f = -2746.5396104 lambda = 0.00015242; f = -2746.5396108 lambda = 5.0805e-05; f = -2746.5396110 lambda = 1.6935e-05; f = -2746.5396110 lambda = 5.645e-06; f = -2746.5396110 lambda = 1.8817e-06; f = -2746.5396110 lambda = 6.2723e-07; f = -2746.5396110 lambda = 2.0908e-07; f = -2746.5396110 lambda = 6.9692e-08; f = -2746.5396110 lambda = 2.3231e-08; f = -2746.5396110 lambda = 7.7435e-09; f = -2746.5396110 lambda = 2.5812e-09; f = -2746.5396110 Norm of dx 0.016115 Predicted improvement: 0.000014684 lambda = 1; f = -2746.5396257 Norm of dx 3.7302e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000052322 lambda = 1; f = -2746.5396781 Norm of dx 2.5869e-06 Done for param eius = 0.0039 Predicted improvement: 0.000018577 lambda = 1; f = -2746.5396967 Norm of dx 2.8737e-05 Done for param ey = 0.0724 Predicted improvement: 0.000027708 lambda = 1; f = -2746.5397244 Norm of dx 2.0978e-06 Done for param emp = 0.0043 Predicted improvement: 0.000021039 lambda = 1; f = -2746.5397454 Norm of dx 0.00025941 Done for param Cupsilon = 0.4871 Predicted improvement: 0.000045989 lambda = 1; f = -2746.5397914 Norm of dx 0.0013029 Done for param Cpsi = 1.9445 Predicted improvement: 0.000033458 lambda = 1; f = -2746.5398249 Norm of dx 6.6551e-05 Done for param eta = 0.5194 Predicted improvement: 0.000027884 lambda = 1; f = -2746.5398528 Norm of dx 0.00052194 Done for param kappa = 0.4108 Predicted improvement: 0.000050615 lambda = 1; f = -2746.5399034 Norm of dx 1.4372e-05 Done for param chi = 0.0067 Predicted improvement: 0.000012303 lambda = 1; f = -2746.5399157 Norm of dx 1.3623e-05 Done for param thetaH = 0.8616 Predicted improvement: 0.000024470 lambda = 1; f = -2746.5399401 Norm of dx 2.2605e-05 Done for param thetaF = 0.8790 Predicted improvement: 0.000058544 lambda = 1; f = -2746.5399988 Norm of dx 9.4791e-05 Done for param rhomp = 0.9033 Predicted improvement: 0.000019445 lambda = 1; f = -2746.5400182 Norm of dx 0.00081592 Done for param betapimp = 1.5833 Predicted improvement: 0.000011168 lambda = 1; f = -2746.5400294 Norm of dx 0.00046879 Done for param thetaymp = 0.9836 Predicted improvement: 0.000022828 lambda = 1; f = -2746.5400522 Norm of dx 0.0001445 Done for param rhouip = 0.6795 Predicted improvement: 0.000019862 lambda = 1; f = -2746.5400720 Norm of dx 5.7681e-05 Done for param rholop = 0.9014 Predicted improvement: 0.000044010 lambda = 1; f = -2746.5401160 Norm of dx 0.00020602 Done for param rhoy = 0.0177 Sequence of univariate steps!! Actual dxnorm 0.0012801 FVAL -2746.5401 Improvement 0.00064836 Ftol 1e-05 Htol 1e-05 Gradient norm 14.743 Minimum Hessian eigenvalue 0.12545 Maximum Hessian eigenvalue 1077999958.1082 Elapsed time for iteration 3.4191 s. Iteration 33 Predicted improvement: 0.003398518 lambda = 1; f = -2746.4251913 lambda = 0.33333; f = -2746.5284738 lambda = 0.11111; f = -2746.5393079 lambda = 0.037037; f = -2746.5401932 Norm of dx 0.025737 Predicted improvement: 0.002924548 lambda = 1; f = -2746.4482408 lambda = 0.33333; f = -2746.5292420 lambda = 0.11111; f = -2746.5388103 lambda = 0.037037; f = -2746.5399878 lambda = 0.012346; f = -2746.5401532 lambda = 0.0041152; f = -2746.5401830 lambda = 0.0013717; f = -2746.5401901 lambda = 0.00045725; f = -2746.5401922 lambda = 0.00015242; f = -2746.5401928 lambda = 5.0805e-05; f = -2746.5401931 lambda = 1.6935e-05; f = -2746.5401931 lambda = 5.645e-06; f = -2746.5401931 lambda = 1.8817e-06; f = -2746.5401932 lambda = 6.2723e-07; f = -2746.5401932 lambda = 2.0908e-07; f = -2746.5401932 lambda = 6.9692e-08; f = -2746.5401932 lambda = 2.3231e-08; f = -2746.5401932 lambda = 7.7435e-09; f = -2746.5401932 lambda = 2.5812e-09; f = -2746.5401932 lambda = -6.2723e-07 lambda = -6.2723e-07; f = -2746.5401932 Norm of dx 0.014435 Predicted improvement: 0.000042290 lambda = 1; f = -2746.5402355 Norm of dx 2.3261e-06 Done for param eius = 0.0039 Predicted improvement: 0.000013097 lambda = 1; f = -2746.5402486 Norm of dx 2.2798e-06 Done for param epus = 0.0069 Predicted improvement: 0.000014064 lambda = 1; f = -2746.5402626 Norm of dx 2.4969e-05 Done for param ey = 0.0723 Predicted improvement: 0.000024317 lambda = 1; f = -2746.5402870 Norm of dx 1.9653e-06 Done for param emp = 0.0043 Predicted improvement: 0.000012280 lambda = 1; f = -2746.5402992 Norm of dx 0.00019813 Done for param Cupsilon = 0.4871 Predicted improvement: 0.000030486 lambda = 1; f = -2746.5403297 Norm of dx 0.0010611 Done for param Cpsi = 1.9449 Predicted improvement: 0.000018741 lambda = 1; f = -2746.5403485 Norm of dx 4.9836e-05 Done for param eta = 0.5194 Predicted improvement: 0.000014980 lambda = 1; f = -2746.5403635 Norm of dx 0.0003829 Done for param kappa = 0.4110 Predicted improvement: 0.000027617 lambda = 1; f = -2746.5403911 Norm of dx 1.0611e-05 Done for param chi = 0.0067 Predicted improvement: 0.000034188 lambda = 1; f = -2746.5404253 Norm of dx 2.6703e-05 Done for param thetaF = 0.8789 Predicted improvement: 0.000032246 lambda = 1; f = -2746.5404575 Norm of dx 7.0415e-05 Done for param rhomp = 0.9032 Predicted improvement: 0.000013181 lambda = 1; f = -2746.5404707 Norm of dx 0.00067151 Done for param betapimp = 1.5836 Predicted improvement: 0.000012524 lambda = 1; f = -2746.5404832 Norm of dx 0.00010703 Done for param rhouip = 0.6794 Predicted improvement: 0.000050798 lambda = 1; f = -2746.5405339 Norm of dx 0.0002216 Done for param rhoy = 0.0177 Sequence of univariate steps!! Actual dxnorm 0.00072402 FVAL -2746.5405 Improvement 0.00041793 Ftol 1e-05 Htol 1e-05 Gradient norm 12.5494 Minimum Hessian eigenvalue 0.12558 Maximum Hessian eigenvalue 1077743368.7153 Elapsed time for iteration 3.7884 s. Iteration 34 Predicted improvement: 0.002328400 lambda = 1; f = -2746.4485451 lambda = 0.33333; f = -2746.5311244 lambda = 0.11111; f = -2746.5398230 lambda = 0.037037; f = -2746.5405694 lambda = 0.012346; f = -2746.5405761 lambda = 0.023866; f = -2746.5405881 Norm of dx 0.039751 Predicted improvement: 0.000610133 lambda = 1; f = -2746.5339952 lambda = 0.33333; f = -2746.5399837 lambda = 0.11111; f = -2746.5405635 lambda = 0.037037; f = -2746.5405996 lambda = 0.012346; f = -2746.5405941 Norm of dx 0.0094052 Predicted improvement: 0.000018605 lambda = 1; f = -2746.5406182 Norm of dx 4.1983e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000029862 lambda = 1; f = -2746.5406480 Norm of dx 1.9551e-06 Done for param eius = 0.0039 Predicted improvement: 0.000015859 lambda = 1; f = -2746.5406639 Norm of dx 2.6492e-05 Done for param ey = 0.0723 Predicted improvement: 0.000018702 lambda = 1; f = -2746.5406826 Norm of dx 1.7235e-06 Done for param emp = 0.0043 Predicted improvement: 0.000019116 lambda = 1; f = -2746.5407017 Norm of dx 0.00084049 Done for param Cpsi = 1.9452 Predicted improvement: 0.000012087 lambda = 1; f = -2746.5407138 Norm of dx 4.3148e-05 Done for param rhomp = 0.9032 Predicted improvement: 0.000016137 lambda = 1; f = -2746.5407300 Norm of dx 5.1983e-05 Done for param rholop = 0.9014 Sequence of univariate steps!! Actual dxnorm 0.00056497 FVAL -2746.5407 Improvement 0.00019606 Ftol 1e-05 Htol 1e-05 Gradient norm 6.604 Minimum Hessian eigenvalue 0.12568 Maximum Hessian eigenvalue 1077454222.9388 Elapsed time for iteration 3.2191 s. Iteration 35 Predicted improvement: 0.001768610 lambda = 1; f = -2746.4961666 lambda = 0.33333; f = -2746.5366973 lambda = 0.11111; f = -2746.5405481 lambda = 0.037037; f = -2746.5407972 Norm of dx 0.017196 Predicted improvement: 0.000083784 lambda = 1; f = -2746.5403444 lambda = 0.33333; f = -2746.5407368 lambda = 0.11111; f = -2746.5407871 lambda = 0.037037; f = -2746.5407950 lambda = 0.012346; f = -2746.5407966 lambda = 0.0041152; f = -2746.5407970 lambda = 0.0013717; f = -2746.5407972 lambda = 0.00045725; f = -2746.5407972 lambda = 0.00015242; f = -2746.5407972 lambda = 5.0805e-05; f = -2746.5407972 lambda = 1.6935e-05; f = -2746.5407972 lambda = 5.645e-06; f = -2746.5407972 lambda = 1.8817e-06; f = -2746.5407972 lambda = 6.2723e-07; f = -2746.5407972 lambda = 2.0908e-07; f = -2746.5407972 lambda = 6.9692e-08; f = -2746.5407972 lambda = 2.3231e-08; f = -2746.5407972 lambda = 7.7435e-09; f = -2746.5407972 lambda = 2.5812e-09; f = -2746.5407972 lambda = -6.2723e-07 lambda = -6.2723e-07; f = -2746.5407972 Norm of dx 0.0032188 Predicted improvement: 0.000013325 lambda = 1; f = -2746.5408106 Norm of dx 1.3065e-06 Done for param eius = 0.0039 Predicted improvement: 0.000011099 lambda = 1; f = -2746.5408217 Norm of dx 6.7324e-06 Done for param chi = 0.0067 Sequence of univariate steps!! Actual dxnorm 0.00063684 FVAL -2746.5408 Improvement 9.17e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 14.8666 Minimum Hessian eigenvalue 0.12571 Maximum Hessian eigenvalue 1076773604.4965 Elapsed time for iteration 3.6268 s. Iteration 36 Correct for low angle: 0.00482502 Predicted improvement: 0.001556154 lambda = 1; f = -2746.4704891 lambda = 0.33333; f = -2746.5325143 lambda = 0.11111; f = -2746.5400710 lambda = 0.037037; f = -2746.5408126 lambda = 0.012346; f = -2746.5408462 Norm of dx 0.04187 Predicted improvement: 0.000000000 lambda = 1; f = -2746.5408462 lambda = 0.33333; f = -2746.5408462 lambda = 0.11111; f = -2746.5408462 lambda = 0.037037; f = -2746.5408462 lambda = 0.012346; f = -2746.5408462 lambda = 0.0041152; f = -2746.5408462 lambda = 0.0013717; f = -2746.5408462 lambda = 0.00045725; f = -2746.5408462 lambda = 0.00088394; f = -2746.5408462 lambda = 0.0017088; f = -2746.5408462 lambda = 0.0033035; f = -2746.5408462 lambda = 0.0022244; f = -2746.5408462 lambda = 0.0028201; f = -2746.5408462 lambda = 0.0035754; f = -2746.5408462 lambda = 0.0045329; f = -2746.5408462 lambda = 0.005747; f = -2746.5408462 lambda = 0.0072861; f = -2746.5408462 lambda = 0.0092375; f = -2746.5408462 lambda = 0.011712; f = -2746.5408462 lambda = 0.010157; f = -2746.5408462 lambda = 0.0088093; f = -2746.5408462 lambda = 0.009595; f = -2746.5408462 lambda = 0.010451; f = -2746.5408462 lambda = 0.0099285; f = -2746.5408462 lambda = 0.010239; f = -2746.5408462 lambda = 0.010558; f = -2746.5408462 lambda = 0.010365; f = -2746.5408462 lambda = 0.010481; f = -2746.5408462 Norm of dx 7.6456e-09 Sequence of univariate steps!! Actual dxnorm 0.00051691 FVAL -2746.5408 Improvement 2.4505e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 15.1834 Minimum Hessian eigenvalue 0.12568 Maximum Hessian eigenvalue 1076921581.7324 Elapsed time for iteration 3.3202 s. Iteration 37 Predicted improvement: 0.000678997 lambda = 1; f = -2746.5231874 lambda = 0.33333; f = -2746.5393017 lambda = 0.11111; f = -2746.5407789 lambda = 0.037037; f = -2746.5408723 Norm of dx 0.011349 Norm of dx 0 Sequence of univariate steps!! Actual dxnorm 0.00042034 FVAL -2746.5409 Improvement 2.6192e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 13.0639 Minimum Hessian eigenvalue 0.12574 Maximum Hessian eigenvalue 1077041918.2198 Elapsed time for iteration 2.7108 s. Iteration 38 Predicted improvement: 0.001574245 lambda = 1; f = -2746.4315255 lambda = 0.33333; f = -2746.5272626 lambda = 0.11111; f = -2746.5394808 lambda = 0.037037; f = -2746.5407907 lambda = 0.012346; f = -2746.5408890 Norm of dx 0.031638 Norm of dx 0 Sequence of univariate steps!! Actual dxnorm 0.00039059 FVAL -2746.5409 Improvement 1.6654e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 18.6715 Minimum Hessian eigenvalue 0.12572 Maximum Hessian eigenvalue 1077233328.8481 Elapsed time for iteration 2.8894 s. Iteration 39 Correct for low angle: 0.00494809 Predicted improvement: 0.000568062 lambda = 1; f = -2746.5070842 lambda = 0.33333; f = -2746.5378032 lambda = 0.11111; f = -2746.5406426 lambda = 0.037037; f = -2746.5408901 lambda = 0.012346; f = -2746.5408985 Norm of dx 0.01217 Norm of dx 0 Sequence of univariate steps!! Try diagonal Hessian Predicted improvement: 0.000050941 lambda = 1; f = -2746.5409375 Norm of dx 0.00055505 Diagonal Hessian successful Actual dxnorm 0.00063951 FVAL -2746.5409 Improvement 4.853e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 14.6863 Minimum Hessian eigenvalue 0.1259 Maximum Hessian eigenvalue 1077208208.1107 Elapsed time for iteration 2.676 s. Iteration 40 Predicted improvement: 0.001042370 lambda = 1; f = -2746.4829270 lambda = 0.33333; f = -2746.5340950 lambda = 0.11111; f = -2746.5402901 lambda = 0.037037; f = -2746.5409152 lambda = 0.012346; f = -2746.5409521 Norm of dx 0.021761 Norm of dx 0 Predicted improvement: 0.000011365 lambda = 1; f = -2746.5409635 Norm of dx 0.00033383 Done for param kappa = 0.4115 Predicted improvement: 0.000015124 lambda = 1; f = -2746.5409786 Norm of dx 1.7738e-05 Done for param thetaF = 0.8787 Sequence of univariate steps!! Actual dxnorm 0.0003645 FVAL -2746.541 Improvement 4.1059e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 20.6969 Minimum Hessian eigenvalue 0.12592 Maximum Hessian eigenvalue 1077369984.0105 Elapsed time for iteration 2.8409 s. Iteration 41 Correct for low angle: 0.00364127 Predicted improvement: 0.000731999 lambda = 1; f = -2746.5144961 lambda = 0.33333; f = -2746.5384641 lambda = 0.11111; f = -2746.5408109 lambda = 0.037037; f = -2746.5409962 Norm of dx 0.014147 Predicted improvement: 0.000000077 lambda = 1; f = -2746.5409964 lambda = 1.9332; f = -2746.5409965 lambda = 3.7372; f = -2746.5409964 Norm of dx 1.7908e-05 Predicted improvement: 0.000011828 lambda = 1; f = -2746.5410083 Norm of dx 3.3481e-06 Done for param eyus = 0.0106 Predicted improvement: 0.000014578 lambda = 1; f = -2746.5410228 Norm of dx 2.5362e-05 Done for param ey = 0.0721 Predicted improvement: 0.000012445 lambda = 1; f = -2746.5410353 Norm of dx 7.1327e-06 Done for param chi = 0.0067 Sequence of univariate steps!! Actual dxnorm 0.00053307 FVAL -2746.541 Improvement 5.6685e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 4.4417 Minimum Hessian eigenvalue 0.12597 Maximum Hessian eigenvalue 1076971958.6231 Elapsed time for iteration 3.0823 s. Iteration 42 Predicted improvement: 0.002464902 lambda = 1; f = -2746.3689779 lambda = 0.33333; f = -2746.5204000 lambda = 0.11111; f = -2746.5389684 lambda = 0.037037; f = -2746.5409214 lambda = 0.012346; f = -2746.5410630 Norm of dx 0.050232 Predicted improvement: 0.000000018 lambda = 1; f = -2746.5410630 lambda = 1.9332; f = -2746.5410631 lambda = 3.7372; f = -2746.5410631 lambda = 7.2247; f = -2746.5410630 lambda = 4.8647; f = -2746.5410631 Norm of dx 5.5787e-07 Sequence of univariate steps!! Actual dxnorm 0.00062021 FVAL -2746.5411 Improvement 2.7803e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 13.1235 Minimum Hessian eigenvalue 0.12598 Maximum Hessian eigenvalue 1077343235.1861 Elapsed time for iteration 2.6475 s. Iteration 43 Predicted improvement: 0.000811550 lambda = 1; f = -2746.4888678 lambda = 0.33333; f = -2746.5363582 lambda = 0.11111; f = -2746.5406811 lambda = 0.037037; f = -2746.5410614 lambda = 0.012346; f = -2746.5410763 Norm of dx 0.022611 Norm of dx 0 Sequence of univariate steps!! Actual dxnorm 0.00027915 FVAL -2746.5411 Improvement 1.32e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 11.0116 Minimum Hessian eigenvalue 0.12599 Maximum Hessian eigenvalue 1077327984.8473 Elapsed time for iteration 2.5575 s. Iteration 44 Predicted improvement: 0.000423456 lambda = 1; f = -2746.5317235 lambda = 0.33333; f = -2746.5401874 lambda = 0.11111; f = -2746.5410388 lambda = 0.037037; f = -2746.5410930 Norm of dx 0.0075676 Norm of dx 0 Predicted improvement: 0.000010990 lambda = 1; f = -2746.5411040 Norm of dx 4.1158e-05 Done for param rhomp = 0.9031 Sequence of univariate steps!! Actual dxnorm 0.00028391 FVAL -2746.5411 Improvement 2.7693e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 16.8914 Minimum Hessian eigenvalue 0.126 Maximum Hessian eigenvalue 1077612787.4868 Elapsed time for iteration 2.6149 s. Iteration 45 Predicted improvement: 0.000835246 lambda = 1; f = -2746.4514240 lambda = 0.33333; f = -2746.5335364 lambda = 0.11111; f = -2746.5404372 lambda = 0.037037; f = -2746.5410728 lambda = 0.012346; f = -2746.5411143 Norm of dx 0.01975 Predicted improvement: 0.000000000 lambda = 1; f = -2746.5411143 lambda = 0.33333; f = -2746.5411143 lambda = 0.11111; f = -2746.5411143 lambda = 0.037037; f = -2746.5411143 lambda = 0.012346; f = -2746.5411143 lambda = 0.0041152; f = -2746.5411143 lambda = 0.0079555; f = -2746.5411143 lambda = 0.0053568; f = -2746.5411143 lambda = 0.0042252; f = -2746.5411143 lambda = 0.0048717; f = -2746.5411143 lambda = 0.0056171; f = -2746.5411143 lambda = 0.0051572; f = -2746.5411143 lambda = 0.0054284; f = -2746.5411143 lambda = 0.0057139; f = -2746.5411143 lambda = 0.0060144; f = -2746.5411143 lambda = 0.0058323; f = -2746.5411143 lambda = 0.0057257; f = -2746.5411143 lambda = 0.0057894; f = -2746.5411143 Norm of dx 1.6988e-08 Sequence of univariate steps!! Actual dxnorm 0.00024383 FVAL -2746.5411 Improvement 1.0344e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 14.4401 Minimum Hessian eigenvalue 0.12603 Maximum Hessian eigenvalue 1077569319.4487 Elapsed time for iteration 3.1992 s. Iteration 46 Correct for low angle: 0.00442236 Predicted improvement: 0.000375661 lambda = 1; f = -2746.5303131 lambda = 0.33333; f = -2746.5400044 lambda = 0.11111; f = -2746.5410435 lambda = 0.037037; f = -2746.5411249 Norm of dx 0.010406 Norm of dx 0 Sequence of univariate steps!! Actual dxnorm 0.00038541 FVAL -2746.5411 Improvement 1.0573e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 19.2839 Minimum Hessian eigenvalue 0.12604 Maximum Hessian eigenvalue 1077648998.2456 Elapsed time for iteration 2.3287 s. Iteration 47 Correct for low angle: 0.00478426 Predicted improvement: 0.001275286 lambda = 1; f = -2746.3448141 lambda = 0.33333; f = -2746.5263539 lambda = 0.11111; f = -2746.5398026 lambda = 0.037037; f = -2746.5410451 lambda = 0.012346; f = -2746.5411372 Norm of dx 0.026453 Norm of dx 0 Sequence of univariate steps!! Actual dxnorm 0.00032658 FVAL -2746.5411 Improvement 1.2261e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 13.1954 Minimum Hessian eigenvalue 0.12607 Maximum Hessian eigenvalue 1077494549.1654 Elapsed time for iteration 2.5603 s. Iteration 48 Correct for low angle: 0.00334877 Predicted improvement: 0.000550941 lambda = 1; f = -2746.5217780 lambda = 0.33333; f = -2746.5390336 lambda = 0.11111; f = -2746.5409765 lambda = 0.037037; f = -2746.5411462 lambda = 0.012346; f = -2746.5411472 lambda = 0.023866; f = -2746.5411502 Norm of dx 0.016701 Norm of dx 0 Sequence of univariate steps!! Actual dxnorm 0.0003986 FVAL -2746.5412 Improvement 1.3081e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 12.1532 Minimum Hessian eigenvalue 0.12608 Maximum Hessian eigenvalue 1077297184.4798 Elapsed time for iteration 2.4094 s. Iteration 49 Predicted improvement: 0.000662692 lambda = 1; f = -2746.4638456 lambda = 0.33333; f = -2746.5345705 lambda = 0.11111; f = -2746.5405610 lambda = 0.037037; f = -2746.5411189 lambda = 0.012346; f = -2746.5411577 Norm of dx 0.018835 Norm of dx 0 Sequence of univariate steps!! Try diagonal Hessian Predicted improvement: 0.000024287 lambda = 1; f = -2746.5411665 lambda = 0.33333; f = -2746.5411651 Norm of dx 0.00022582 Actual dxnorm 0.00038323 FVAL -2746.5412 Improvement 1.6246e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 9.4357 Minimum Hessian eigenvalue 0.12614 Maximum Hessian eigenvalue 1077276628.1443 Elapsed time for iteration 2.7801 s. Iteration 50 Predicted improvement: 0.002033434 lambda = 1; f = -2746.3862930 lambda = 0.33333; f = -2746.5209324 lambda = 0.11111; f = -2746.5390010 lambda = 0.037037; f = -2746.5410170 lambda = 0.012346; f = -2746.5411831 Norm of dx 0.034358 Norm of dx 0 Sequence of univariate steps!! Actual dxnorm 0.00042418 FVAL -2746.5412 Improvement 1.6589e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 14.8719 Minimum Hessian eigenvalue 0.1261 Maximum Hessian eigenvalue 1077418491.145 Elapsed time for iteration 2.6666 s. Iteration 51 Correct for low angle: 0.00401493 Predicted improvement: 0.000583363 lambda = 1; f = -2746.4853136 lambda = 0.33333; f = -2746.5360233 lambda = 0.11111; f = -2746.5407181 lambda = 0.037037; f = -2746.5411610 lambda = 0.012346; f = -2746.5411902 Norm of dx 0.01569 Norm of dx 0 Sequence of univariate steps!! Try diagonal Hessian Predicted improvement: 0.000014306 lambda = 1; f = -2746.5411992 Norm of dx 0.00026911 Actual dxnorm 0.00045404 FVAL -2746.5412 Improvement 1.615e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 8.1562 Minimum Hessian eigenvalue 0.12615 Maximum Hessian eigenvalue 1077256668.6683 Elapsed time for iteration 2.4762 s. Iteration 52 Predicted improvement: 0.001241338 lambda = 1; f = -2746.4410837 lambda = 0.33333; f = -2746.5287479 lambda = 0.11111; f = -2746.5399032 lambda = 0.037037; f = -2746.5411125 lambda = 0.012346; f = -2746.5412099 Norm of dx 0.028404 Norm of dx 0 Sequence of univariate steps!! Actual dxnorm 0.00035067 FVAL -2746.5412 Improvement 1.0646e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 14.1094 Minimum Hessian eigenvalue 0.12614 Maximum Hessian eigenvalue 1077426877.9931 Elapsed time for iteration 2.4136 s. Iteration 53 Correct for low angle: 0.00357414 Predicted improvement: 0.000460781 lambda = 1; f = -2746.5058557 lambda = 0.33333; f = -2746.5378245 lambda = 0.11111; f = -2746.5409121 lambda = 0.037037; f = -2746.5411999 lambda = 0.012346; f = -2746.5412163 Norm of dx 0.013063 Norm of dx 0 Sequence of univariate steps!! Try diagonal Hessian Predicted improvement: 0.000010085 lambda = 1; f = -2746.5412261 Norm of dx 0.00020214 Actual dxnorm 0.00035441 FVAL -2746.5412 Improvement 1.6237e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 8.1301 Minimum Hessian eigenvalue 0.12616 Maximum Hessian eigenvalue 1077245142.5164 Elapsed time for iteration 2.3766 s. Iteration 54 Predicted improvement: 0.000731082 lambda = 1; f = -2746.4810432 lambda = 0.33333; f = -2746.5340281 lambda = 0.11111; f = -2746.5404941 lambda = 0.037037; f = -2746.5411790 lambda = 0.012346; f = -2746.5412328 Norm of dx 0.025907 Norm of dx 0 Sequence of univariate steps!! Try diagonal Hessian Predicted improvement: 0.000008892 lambda = 1; f = -2746.5412313 lambda = 0.33333; f = -2746.5412339 lambda = 0.11111; f = -2746.5412333 lambda = 0.037037; f = -2746.5412330 Norm of dx 0.00015939 Try gradient direction Predicted improvement: 0.003304900 lambda = 1; f = -2744.0197165 lambda = 0.33333; f = -2746.2311705 lambda = 0.11111; f = -2746.5061360 lambda = 0.037037; f = -2746.5375267 lambda = 0.012346; f = -2746.5409022 lambda = 0.0041152; f = -2746.5412244 lambda = 0.0013717; f = -2746.5412420 lambda = 0.0026518; f = -2746.5412394 Norm of dx 0.00081301 Actual dxnorm 0.00029777 FVAL -2746.5412 Improvement 1.5926e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 4.9951 Minimum Hessian eigenvalue 0.12615 Maximum Hessian eigenvalue 1076723171.945 Elapsed time for iteration 2.9464 s. Iteration 55 Predicted improvement: 0.000442677 lambda = 1; f = -2746.5089019 lambda = 0.33333; f = -2746.5381933 lambda = 0.11111; f = -2746.5409793 lambda = 0.037037; f = -2746.5412351 lambda = 0.012346; f = -2746.5412486 Norm of dx 0.030477 Norm of dx 0 Sequence of univariate steps!! Try diagonal Hessian Predicted improvement: 0.000009633 lambda = 1; f = -2746.5412518 lambda = 0.33333; f = -2746.5412513 Norm of dx 0.00017073 Try gradient direction Predicted improvement: 0.001247536 lambda = 1; f = -2745.7260180 lambda = 0.33333; f = -2746.4544566 lambda = 0.11111; f = -2746.5318834 lambda = 0.037037; f = -2746.5402693 lambda = 0.012346; f = -2746.5411609 lambda = 0.0041152; f = -2746.5412477 lambda = 0.0013717; f = -2746.5412533 Norm of dx 0.00049951 Actual dxnorm 0.00041116 FVAL -2746.5413 Improvement 1.1297e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 5.9081 Minimum Hessian eigenvalue 0.12623 Maximum Hessian eigenvalue 1077241486.8065 Elapsed time for iteration 2.8027 s. Iteration 56 Predicted improvement: 0.001055101 lambda = 1; f = -2746.4589567 lambda = 0.33333; f = -2746.5310262 lambda = 0.11111; f = -2746.5401951 lambda = 0.037037; f = -2746.5411846 lambda = 0.012346; f = -2746.5412629 Norm of dx 0.02475 Norm of dx 0 Sequence of univariate steps!! Try diagonal Hessian Predicted improvement: 0.000012900 lambda = 1; f = -2746.5412500 lambda = 0.33333; f = -2746.5412622 lambda = 0.11111; f = -2746.5412631 lambda = 0.037037; f = -2746.5412630 lambda = 0.012346; f = -2746.5412630 lambda = 0.0041152; f = -2746.5412629 lambda = 0.0013717; f = -2746.5412629 lambda = 0.00045725; f = -2746.5412629 lambda = 0.00015242; f = -2746.5412629 lambda = 5.0805e-05; f = -2746.5412629 lambda = 1.6935e-05; f = -2746.5412629 lambda = 5.645e-06; f = -2746.5412629 lambda = 1.8817e-06; f = -2746.5412629 lambda = 6.2723e-07; f = -2746.5412629 lambda = 2.0908e-07; f = -2746.5412629 lambda = 6.9692e-08; f = -2746.5412629 lambda = 2.3231e-08; f = -2746.5412629 lambda = 7.7435e-09; f = -2746.5412629 lambda = 2.5812e-09; f = -2746.5412629 Norm of dx 0.00018436 Try gradient direction Predicted improvement: 0.001745257 lambda = 1; f = -2744.7099603 lambda = 0.33333; f = -2746.3096013 lambda = 0.11111; f = -2746.5146670 lambda = 0.037037; f = -2746.5383954 lambda = 0.012346; f = -2746.5409882 lambda = 0.0041152; f = -2746.5412477 lambda = 0.0013717; f = -2746.5412664 lambda = 0.0026518; f = -2746.5412619 lambda = 0.0017856; f = -2746.5412658 Norm of dx 0.00059081 Actual dxnorm 0.00030746 FVAL -2746.5413 Improvement 1.3113e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 4.9185 Minimum Hessian eigenvalue 0.1262 Maximum Hessian eigenvalue 1076603394.7509 Elapsed time for iteration 3.033 s. Iteration 57 Predicted improvement: 0.000383573 lambda = 1; f = -2746.5130827 lambda = 0.33333; f = -2746.5386210 lambda = 0.11111; f = -2746.5410388 lambda = 0.037037; f = -2746.5412604 lambda = 0.012346; f = -2746.5412721 Norm of dx 0.021527 Norm of dx 0 Sequence of univariate steps!! Try diagonal Hessian Predicted improvement: 0.000007699 lambda = 1; f = -2746.5412769 Norm of dx 0.00016911 Actual dxnorm 0.00032504 FVAL -2746.5413 Improvement 1.0446e-05 Ftol 1e-05 Htol 1e-05 Gradient norm 4.7365 Minimum Hessian eigenvalue 0.12625 Maximum Hessian eigenvalue 1076690758.8373 Elapsed time for iteration 2.6262 s. Iteration 58 Predicted improvement: 0.000726433 lambda = 1; f = -2746.4832347 lambda = 0.33333; f = -2746.5342410 lambda = 0.11111; f = -2746.5405587 lambda = 0.037037; f = -2746.5412310 lambda = 0.012346; f = -2746.5412836 Norm of dx 0.018799 Norm of dx 0 Sequence of univariate steps!! Try diagonal Hessian Predicted improvement: 0.000009087 lambda = 1; f = -2746.5412769 lambda = 0.33333; f = -2746.5412837 lambda = 0.11111; f = -2746.5412839 lambda = 0.037037; f = -2746.5412838 lambda = 0.012346; f = -2746.5412837 lambda = 0.0041152; f = -2746.5412836 lambda = 0.0013717; f = -2746.5412836 lambda = 0.00045725; f = -2746.5412836 lambda = 0.00015242; f = -2746.5412836 lambda = 5.0805e-05; f = -2746.5412836 lambda = 1.6935e-05; f = -2746.5412836 lambda = 5.645e-06; f = -2746.5412836 Norm of dx 0.00016473 Try gradient direction Predicted improvement: 0.001121701 lambda = 1; f = -2745.3743884 lambda = 0.33333; f = -2746.4242480 lambda = 0.11111; f = -2746.5289258 lambda = 0.037037; f = -2746.5400095 lambda = 0.012346; f = -2746.5411711 lambda = 0.0041152; f = -2746.5412808 lambda = 0.0013717; f = -2746.5412867 lambda = 0.0026518; f = -2746.5412859 Norm of dx 0.00047365 No further improvement is possible! Actual dxnorm 0.00022886 FVAL -2746.5413 Improvement 9.8258e-06 Ftol 1e-05 Htol 1e-05 Gradient norm 4.7365 Minimum Hessian eigenvalue 0.12625 Maximum Hessian eigenvalue 1076690758.8373 Estimation successful. Final value of minus the log posterior (or likelihood):-2746.541287 MODE CHECK Fval obtained by the minimization routine (minus the posterior/likelihood)): -2746.541287 RESULTS FROM POSTERIOR ESTIMATION parameters prior mean mode s.d. prior pstdev Cupsilon 0.500 0.4872 0.0483 beta 0.0500 Cpsi 2.000 1.9445 0.4800 gamm 0.5000 eta 0.500 0.5192 0.0172 gamm 0.1000 kappa 0.500 0.4117 0.0862 beta 0.1000 chi 0.070 0.0067 0.0025 beta 0.0200 thetaH 0.800 0.8612 0.0149 beta 0.1000 thetaF 0.800 0.8786 0.0136 beta 0.1000 rhomp 0.500 0.9031 0.0162 beta 0.2500 betapimp 1.200 1.5841 0.1681 norm 0.2500 thetaymp 1.000 0.9818 0.2129 norm 0.2500 mu1 0.500 0.6269 0.0624 beta 0.2500 mu2 0.500 0.8848 0.0271 beta 0.2500 mu3 0.500 0.1505 0.0870 beta 0.2500 rhouip 0.500 0.6792 0.0407 beta 0.2500 rholop 0.500 0.9014 0.0187 beta 0.2500 rhoy 0.500 0.0178 0.0242 beta 0.2500 standard deviation of shocks prior mean mode s.d. prior pstdev euip 0.050 0.0081 0.0009 invg Inf elop 0.050 0.1161 0.0088 invg Inf eyus 0.050 0.0106 0.0007 invg Inf eius 0.050 0.0039 0.0003 invg Inf epus 0.050 0.0069 0.0004 invg Inf ey 0.050 0.0720 0.0127 invg Inf emp 0.050 0.0043 0.0003 invg Inf Log data density [Laplace approximation] is 2662.544680. Estimation::mcmc: Multiple chains mode. Estimation::mcmc: Old mh-files successfully erased! Estimation::mcmc: Old metropolis.log file successfully erased! Estimation::mcmc: Creation of a new metropolis.log file. Estimation::mcmc: Searching for initial values... Estimation::mcmc: Initial values found! Estimation::mcmc: Write details about the MCMC... Ok! Estimation::mcmc: Details about the MCMC are available in sytest3/metropolis\sytest3_mh_history_0.mat Estimation::mcmc: Number of mh files: 1 per block. Estimation::mcmc: Total number of generated files: 2. Estimation::mcmc: Total number of iterations: 20000. Estimation::mcmc: Current acceptance ratio per chain: Chain 1: 17.3% Chain 2: 26.68% Estimation::mcmc: Total number of MH draws per chain: 20000. Estimation::mcmc: Total number of generated MH files: 1. Estimation::mcmc: I'll use mh-files 1 to 1. Estimation::mcmc: In MH-file number 1 I'll start at line 6001. Estimation::mcmc: Finally I keep 14000 draws per chain. MCMC Inefficiency factors per block Parameter Block 1 Block 2 SE_euip 114.927 91.185 SE_elop 342.283 93.832 SE_eyus 116.637 86.269 SE_eius 165.903 87.330 SE_epus 144.771 67.830 SE_ey 333.492 252.392 SE_emp 171.441 124.732 Cupsilon 213.014 101.999 Cpsi 181.940 70.196 eta 558.008 188.215 kappa 104.726 71.263 chi 535.776 241.713 thetaH 366.455 175.964 thetaF 404.242 207.989 rhomp 178.551 146.885 betapimp 149.364 86.981 thetaymp 187.822 128.792 mu1 89.794 59.175 mu2 156.010 85.525 mu3 102.137 78.459 rhouip 102.114 62.242 rholop 520.121 136.837 rhoy 377.617 133.048 Estimation::mcmc::diagnostics: Univariate convergence diagnostic, Brooks and Gelman (1998): Parameter 1... Done! Parameter 2... Done! Parameter 3... Done! Parameter 4... Done! Parameter 5... Done! Parameter 6... Done! Parameter 7... Done! Parameter 8... Done! Parameter 9... Done! Parameter 10... Done! Parameter 11... Done! Parameter 12... Done! Parameter 13... Done! Parameter 14... Done! Parameter 15... Done! Parameter 16... Done! Parameter 17... Done! Parameter 18... Done! Parameter 19... Done! Parameter 20... Done! Parameter 21... Done! Parameter 22... Done! Parameter 23... Done! Estimation::marginal density: I'm computing the posterior mean and covariance... Done! Estimation::marginal density: I'm computing the posterior log marginal density (modified harmonic mean)... Done! ESTIMATION RESULTS Log data density is 2661.798905. parameters prior mean post. mean 90% HPD interval prior pstdev Cupsilon 0.500 0.5144 0.4240 0.6059 beta 0.0500 Cpsi 2.000 1.6448 0.9696 2.4203 gamm 0.5000 eta 0.500 0.6113 0.4910 0.7508 gamm 0.1000 kappa 0.500 0.3432 0.2141 0.4771 beta 0.1000 chi 0.070 0.0272 0.0037 0.0531 beta 0.0200 thetaH 0.800 0.8471 0.8174 0.8748 beta 0.1000 thetaF 0.800 0.8868 0.8603 0.9127 beta 0.1000 rhomp 0.500 0.9192 0.8944 0.9468 beta 0.2500 betapimp 1.200 1.2278 0.7333 1.7180 norm 0.2500 thetaymp 1.000 1.3380 0.9040 1.8186 norm 0.2500 mu1 0.500 0.6196 0.5186 0.7171 beta 0.2500 mu2 0.500 0.8876 0.8414 0.9379 beta 0.2500 mu3 0.500 0.1572 0.0277 0.2691 beta 0.2500 rhouip 0.500 0.6980 0.6313 0.7688 beta 0.2500 rholop 0.500 0.9205 0.8665 0.9743 beta 0.2500 rhoy 0.500 0.0700 0.0008 0.1430 beta 0.2500 standard deviation of shocks prior mean post. mean 90% HPD interval prior pstdev euip 0.050 0.0083 0.0066 0.0097 invg Inf elop 0.050 0.1019 0.0768 0.1275 invg Inf eyus 0.050 0.0107 0.0097 0.0118 invg Inf eius 0.050 0.0039 0.0035 0.0044 invg Inf epus 0.050 0.0069 0.0062 0.0076 invg Inf ey 0.050 0.0774 0.0539 0.1006 invg Inf emp 0.050 0.0044 0.0038 0.0049 invg Inf Total computing time : 0h19m42s