Reset training subject: 13586643802407
Reset training subject: 13586793750524
Constructing line search parameters: GD
th(0)=94.57237528495472;dx=-84.05354178633752
New Minimum: 94.57237528495472 > 86.74823548046467
WOLF (strong): th(2.154434690031884)=86.74823548046467; dx=76.76554836696447 evalInputDelta=7.824139804490045
New Minimum: 86.74823548046467 > 47.35102751490329
END: th(1.077217345015942)=47.35102751490329; dx=-3.6254676375286494 evalInputDelta=47.22134777005142
Fitness changed from 94.57237528495472 to 47.35102751490329
Iteration 1 complete. Error: 47.35102751490329 Total: 1.1693; Orientation: 0.0739; Line Search: 0.6454
th(0)=47.35102751490329;dx=-0.1588224204384863
Armijo: th(2.3207944168063896)=47.36177727876125; dx=0.1680861893480153 evalInputDelta=-0.010749763857958783
New Minimum: 47.35102751490329 > 47.26156643728305
WOLF (strong): th(1.1603972084031948)=47.26156643728305; dx=0.004631957022192299 evalInputDelta=0.08946107762024269
END: th(0.3867990694677316)=47.30013248762287; dx=-0.1043376118247544 evalInputDelta=0.05089502728042561
Fitness changed from 47.35102751490329 to 47.26156643728305
Iteration 2 complete. Error: 47.26156643728305 Total: 1.0379; Orientation: 0.0715; Line Search: 0.8165
th(0)=47.26156643728305;dx=-1.4040099591331256E-4
New Minimum: 47.26156643728305 > 47.261492699002034
END: th(0.8333333333333335)=47.261492699002034; dx=-3.657087856207661E-5 evalInputDelta=7.373828101719937E-5
Fitness changed from 47.26156643728305 to 47.261492699002034
Iteration 3 complete. Error: 47.261492699002034 Total: 0.6357; Orientation: 0.0738; Line Search: 0.4128
th(0)=47.261492699002034;dx=-9.643135058399481E-6
New Minimum: 47.261492699002034 > 47.26148889544319
WOLF (strong): th(1.7953622416932369)=47.26148889544319; dx=5.40604156978444E-6 evalInputDelta=3.803558840331789E-6
New Minimum: 47.26148889544319 > 47.26148741988218
END: th(0.8976811208466184)=47.26148741988218; dx=-2.118546741840777E-6 evalInputDelta=5.279119854151304E-6
Fitness changed from 47.261492699002034 to 47.26148741988218
Iteration 4 complete. Error: 47.26148741988218 Total: 0.8459; Orientation: 0.0711; Line Search: 0.6264
th(0)=47.26148741988218;dx=-5.964392640497723E-7
New Minimum: 47.26148741988218 > 47.26148690810365
WOLF (strong): th(1.9339953473386584)=47.26148690810365; dx=6.719442919679247E-8 evalInputDelta=5.117785306651967E-7
END: th(0.9669976736693292)=47.26148700355985; dx=-2.646224173228984E-7 evalInputDelta=4.1632232949950776E-7
Fitness changed from 47.26148741988218 to 47.26148690810365
Iteration 5 complete. Error: 47.26148690810365 Total: 0.8377; Orientation: 0.0721; Line Search: 0.6153
th(0)=47.26148690810365;dx=-4.0948652050352633E-7
New Minimum: 47.26148690810365 > 47.26148643919406
END: th(2.083333333333334)=47.26148643919406; dx=-4.066669630696155E-8 evalInputDelta=4.689095902676854E-7
Fitness changed from 47.26148690810365 to 47.26148643919406
Iteration 6 complete. Error: 47.26148643919406 Total: 0.6361; Orientation: 0.0726; Line Search: 0.4128
th(0)=47.26148643919406;dx=-3.5464001680278E-7
New Minimum: 47.26148643919406 > 47.26148613949037
WOLF (strong): th(4.488405604233092)=47.26148613949037; dx=2.2109429881918854E-7 evalInputDelta=2.997036858687352E-7
New Minimum: 47.26148613949037 > 47.26148596632608
END: th(2.244202802116546)=47.26148596632608; dx=-6.677285877126278E-8 evalInputDelta=4.728679812160408E-7
Fitness changed from 47.26148643919406 to 47.26148596632608
Iteration 7 complete. Error: 47.26148596632608 Total: 0.8469; Orientation: 0.0709; Line Search: 0.6265
th(0)=47.26148596632608;dx=-3.5307098263075895E-7
New Minimum: 47.26148596632608 > 47.26148574184351
WOLF (strong): th(4.834988368346646)=47.26148574184351; dx=2.6021344008342206E-7 evalInputDelta=2.2448256942197986E-7
New Minimum: 47.26148574184351 > 47.261485483431905
END: th(2.417494184173323)=47.261485483431905; dx=-4.6428770995327715E-8 evalInputDelta=4.828941726486846E-7
Fitness changed from 47.26148596632608 to 47.261485483431905
Iteration 8 complete. Error: 47.261485483431905 Total: 0.8453; Orientation: 0.0704; Line Search: 0.6263
th(0)=47.261485483431905;dx=-3.9870447811054297E-7
Armijo: th(5.208333333333335)=47.26148567688161; dx=4.7298916266173065E-7 evalInputDelta=-1.9344970780821313E-7
New Minimum: 47.261485483431905 > 47.26148501264788
WOLF (strong): th(2.6041666666666674)=47.26148501264788; dx=3.714234268730744E-8 evalInputDelta=4.7078402332090263E-7
END: th(0.8680555555555558)=47.26148520039081; dx=-2.534222044196355E-7 evalInputDelta=2.830410963383656E-7
Fitness changed from 47.261485483431905 to 47.26148501264788
Iteration 9 complete. Error: 47.26148501264788 Total: 1.4778; Orientation: 0.1514; Line Search: 1.1765
th(0)=47.26148501264788;dx=-5.359702189708683E-7
New Minimum: 47.26148501264788 > 47.26148451629145
WOLF (strong): th(1.8701690017637886)=47.26148451629145; dx=5.155704604820192E-9 evalInputDelta=4.963564279591992E-7
END: th(0.9350845008818943)=47.26148463797005; dx=-2.6540725708301505E-7 evalInputDelta=3.7467783187139503E-7
Fitness changed from 47.26148501264788 to 47.26148451629145
Iteration 10 complete. Error: 47.26148451629145 Total: 0.9035; Orientation: 0.0763; Line Search: 0.6713
th(0)=47.26148451629145;dx=-3.5338409875637686E-7
New Minimum: 47.26148451629145 > 47.26148406212049
END: th(2.0145784868111027)=47.26148406212049; dx=-9.750025796183189E-8 evalInputDelta=4.541709657246429E-7
Fitness changed from 47.26148451629145 to 47.26148406212049
Iteration 11 complete. Error: 47.26148406212049 Total: 0.6373; Orientation: 0.0726; Line Search: 0.4148
th(0)=47.26148406212049;dx=-2.999859355108606E-7
New Minimum: 47.26148406212049 > 47.26148350898385
WOLF (strong): th(4.3402777777777795)=47.26148350898385; dx=4.5100570710436884E-8 evalInputDelta=5.53136636938234E-7
END: th(2.1701388888888897)=47.261483598330756; dx=-1.274426822412105E-7 evalInputDelta=4.6378973195260187E-7
Fitness changed from 47.26148406212049 to 47.26148350898385
Iteration 12 complete. Error: 47.26148350898385 Total: 0.8394; Orientation: 0.0727; Line Search: 0.6168
th(0)=47.26148350898385;dx=-9.418491885318841E-7
Armijo: th(4.675422504409472)=47.261486211957134; dx=2.0980968972477715E-6 evalInputDelta=-2.7029732834193965E-6
New Minimum: 47.26148350898385 > 47.26148308384144
WOLF (strong): th(2.337711252204736)=47.26148308384144; dx=5.781238558060228E-7 evalInputDelta=4.251424101653356E-7
New Minimum: 47.26148308384144 > 47.261482972463256
END: th(0.7792370840682453)=47.261482972463256; dx=-4.3519150676381596E-7 evalInputDelta=5.365205950624841E-7
Fitness changed from 47.26148350898385 to 47.261482972463256
Iteration 13 complete. Error: 47.261482972463256 Total: 1.0507; Orientation: 0.0721; Line Search: 0.8290
th(0)=47.261482972463256;dx=-2.7963280978032534E-7
New Minimum: 47.261482972463256 > 47.261482589389146
END: th(1.678815405675919)=47.261482589389146; dx=-1.767295922269061E-7 evalInputDelta=3.8307410932247876E-7
Fitness changed from 47.261482972463256 to 47.261482589389146
Iteration 14 complete. Error: 47.261482589389146 Total: 0.6382; Orientation: 0.0721; Line Search: 0.4161
th(0)=47.261482589389146;dx=-2.2746479839246132E-7
New Minimum: 47.261482589389146 > 47.26148186397921
END: th(3.6168981481481497)=47.26148186397921; dx=-1.7365787568829225E-7 evalInputDelta=7.254099330111785E-7
Fitness changed from 47.261482589389146 to 47.26148186397921
Iteration 15 complete. Error: 47.26148186397921 Total: 0.6353; Orientation: 0.0735; Line Search: 0.4114
th(0)=47.26148186397921;dx=-2.9306775551087815E-7
New Minimum: 47.26148186397921 > 47.26148180096414
WOLF (strong): th(7.7923708406824534)=47.26148180096414; dx=2.768942247956307E-7 evalInputDelta=6.301507227135517E-8
New Minimum: 47.26148180096414 > 47.261481277302295
END: th(3.8961854203412267)=47.261481277302295; dx=-8.086764909191377E-9 evalInputDelta=5.866769186013698E-7
Fitness changed from 47.26148186397921 to 47.261481277302295
Iteration 16 complete. Error: 47.261481277302295 Total: 0.9918; Orientation: 0.0707; Line Search: 0.7713
th(0)=47.261481277302295;dx=-7.1079698616218E-7
Armijo: th(8.394077028379595)=47.26149097447001; dx=3.0212755916251826E-6 evalInputDelta=-9.697167712374721E-6
Armijo: th(4.1970385141897975)=47.26148220997307; dx=1.1552393062364152E-6 evalInputDelta=-9.326707726131644E-7
New Minimum: 47.261481277302295 > 47.26148071798964
END: th(1.3990128380632658)=47.26148071798964; dx=-8.878488791551613E-8 evalInputDelta=5.593126530811787E-7
Fitness changed from 47.261481277302295 to 47.26148071798964
Iteration 17 complete. Error: 47.26148071798964 Total: 1.0351; Orientation: 0.0716; Line Search: 0.8138
th(0)=47.26148071798964;dx=-2.408067535576434E-7
New Minimum: 47.26148071798964 > 47.26148011281539
END: th(3.0140817901234582)=47.26148011281539; dx=-1.6075782675736328E-7 evalInputDelta=6.051742502677371E-7
Fitness changed from 47.26148071798964 to 47.26148011281539
Iteration 18 complete. Error: 47.26148011281539 Total: 0.6367; Orientation: 0.0715; Line Search: 0.4154
th(0)=47.26148011281539;dx=-2.9547465553107477E-7
New Minimum: 47.26148011281539 > 47.261479778267976
WOLF (strong): th(6.4936423672353785)=47.261479778267976; dx=1.92436205901441E-7 evalInputDelta=3.345474155480588E-7
New Minimum: 47.261479778267976 > 47.26147954950186
END: th(3.2468211836176892)=47.26147954950186; dx=-5.151922442975452E-8 evalInputDelta=5.633135344851325E-7
Fitness changed from 47.26148011281539 to 47.26147954950186
Iteration 19 complete. Error: 47.26147954950186 Total: 0.8939; Orientation: 0.0725; Line Search: 0.6720
th(0)=47.26147954950186;dx=-5.124712405512829E-7
Armijo: th(6.995064190316331)=47.26148252554832; dx=1.3633702098139798E-6 evalInputDelta=-2.976046459934878E-6
New Minimum: 47.26147954950186 > 47.26147939732117
WOLF (strong): th(3.4975320951581654)=47.26147939732117; dx=4.254494861320081E-7 evalInputDelta=1.5218068938338547E-7
New Minimum: 47.26147939732117 > 47.2614791342852
END: th(1.1658440317193886)=47.2614791342852; dx=-1.998309979894848E-7 evalInputDelta=4.1521665394839147E-7
Fitness changed from 47.26147954950186 to 47.2614791342852
Iteration 20 complete. Error: 47.2614791342852 Total: 1.0514; Orientation: 0.0704; Line Search: 0.8315
th(0)=47.2614791342852;dx=-2.1155612831608126E-7
New Minimum: 47.2614791342852 > 47.261478604085625
WOLFE (weak): th(2.5117348251028826)=47.261478604085625; dx=-2.106218595627002E-7 evalInputDelta=5.301995784634528E-7
New Minimum: 47.261478604085625 > 47.26147807623268
WOLFE (weak): th(5.023469650205765)=47.26147807623268; dx=-2.096875908104185E-7 evalInputDelta=1.0580525255932116E-6
New Minimum: 47.26147807623268 > 47.261475988287266
WOLFE (weak): th(15.070408950617296)=47.261475988287266; dx=-2.059505158121625E-7 evalInputDelta=3.1459979368264612E-6
New Minimum: 47.261475988287266 > 47.2614670571667
END: th(60.28163580246918)=47.2614670571667; dx=-1.891336785272192E-7 evalInputDelta=1.2077118505260387E-5
Fitness changed from 47.2614791342852 to 47.2614670571667
Iteration 21 complete. Error: 47.2614670571667 Total: 1.2817; Orientation: 0.0716; Line Search: 1.0606
th(0)=47.2614670571667;dx=-1.4112444142208932E-6
Armijo: th(129.8728473447076)=47.27029266148864; dx=1.3732270391600477E-4 evalInputDelta=-0.008825604321941682
Armijo: th(64.9364236723538)=47.26362763771677; dx=6.795573212787025E-5 evalInputDelta=-0.002160580550075508
Armijo: th(21.645474557451266)=47.26168675697284; dx=2.171108164475341E-5 evalInputDelta=-2.1969980614500173E-4
Armijo: th(5.411368639362816)=47.26147506083185; dx=4.369337152473663E-6 evalInputDelta=-8.003665151079531E-6
New Minimum: 47.2614670571667 > 47.261466155431094
END: th(1.0822737278725634)=47.261466155431094; dx=-2.551280980955313E-7 evalInputDelta=9.017356035201374E-7
Fitness changed from 47.2614670571667 to 47.261466155431094
Iteration 22 complete. Error: 47.261466155431094 Total: 1.4335; Orientation: 0.0717; Line Search: 1.2115
th(0)=47.261466155431094;dx=-2.1417532606536954E-7
New Minimum: 47.261466155431094 > 47.26146565971847
WOLFE (weak): th(2.3316880634387775)=47.26146565971847; dx=-2.1102102786906066E-7 evalInputDelta=4.957126265026091E-7
New Minimum: 47.26146565971847 > 47.26146517136067
WOLFE (weak): th(4.663376126877555)=47.26146517136067; dx=-2.0786672967414565E-7 evalInputDelta=9.840704251473653E-7
New Minimum: 47.26146517136067 > 47.26146329147791
WOLFE (weak): th(13.990128380632665)=47.26146329147791; dx=-1.952495369081082E-7 evalInputDelta=2.8639531848284605E-6
New Minimum: 47.26146329147791 > 47.26145628826362
END: th(55.96051352253066)=47.26145628826362; dx=-1.3847216970351108E-7 evalInputDelta=9.8671674706452E-6
Fitness changed from 47.261466155431094 to 47.26145628826362
Iteration 23 complete. Error: 47.26145628826362 Total: 1.2737; Orientation: 0.0715; Line Search: 1.0529
th(0)=47.26145628826362;dx=-3.868010808189019E-6
Armijo: th(120.5632716049384)=47.284626816269444; dx=3.882392580044371E-4 evalInputDelta=-0.023170528005820756
Armijo: th(60.2816358024692)=47.26713233537459; dx=1.9218562943820213E-4 evalInputDelta=-0.00567604711096692
Armijo: th(20.093878600823064)=47.2620351446141; dx=6.148320394368122E-5 evalInputDelta=-5.788563504793842E-4
Armijo: th(5.023469650205766)=47.261477893659574; dx=1.246979300705746E-5 evalInputDelta=-2.1605395950530237E-5
New Minimum: 47.26145628826362 > 47.26145404354588
END: th(1.0046939300411533)=47.26145404354588; dx=-6.004500383146888E-7 evalInputDelta=2.2447177414619546E-6
Fitness changed from 47.26145628826362 to 47.26145404354588
Iteration 24 complete. Error: 47.26145404354588 Total: 1.4395; Orientation: 0.0709; Line Search: 1.2187
th(0)=47.26145404354588;dx=-2.5499865555055044E-7
New Minimum: 47.26145404354588 > 47.26145357688291
END: th(2.164547455745127)=47.26145357688291; dx=-1.7618891074260205E-7 evalInputDelta=4.6666297492947706E-7
Fitness changed from 47.26145404354588 to 47.26145357688291
Iteration 25 complete. Error: 47.26145357688291 Total: 0.6377; Orientation: 0.0719; Line Search: 0.4146
th(0)=47.26145357688291;dx=-2.492029768159375E-7
New Minimum: 47.26145357688291 > 47.261452754100354
END: th(4.663376126877556)=47.261452754100354; dx=-1.0366693350920785E-7 evalInputDelta=8.227825532003408E-7
Fitness changed from 47.26145357688291 to 47.261452754100354
Iteration 26 complete. Error: 47.261452754100354 Total: 0.6380; Orientation: 0.0716; Line Search: 0.4148
th(0)=47.261452754100354;dx=-5.622701978934517E-7
Armijo: th(10.046939300411534)=47.26146273498415; dx=2.54912081601237E-6 evalInputDelta=-9.98088379589035E-6
Armijo: th(5.023469650205767)=47.26145383704767; dx=9.934253128034986E-7 evalInputDelta=-1.0829473140461232E-6
New Minimum: 47.261452754100354 > 47.26145224675066
END: th(1.6744898834019224)=47.26145224675066; dx=-4.3705026827061626E-8 evalInputDelta=5.07349696476922E-7
Fitness changed from 47.261452754100354 to 47.26145224675066
Iteration 27 complete. Error: 47.26145224675066 Total: 1.0357; Orientation: 0.0716; Line Search: 0.8144
th(0)=47.26145224675066;dx=-2.9786616845223664E-7
New Minimum: 47.26145224675066 > 47.26145165621158
END: th(3.607579092908546)=47.26145165621158; dx=-2.9521848365304924E-8 evalInputDelta=5.905390807470212E-7
Fitness changed from 47.26145224675066 to 47.26145165621158
Iteration 28 complete. Error: 47.26145165621158 Total: 0.6331; Orientation: 0.0714; Line Search: 0.4104
th(0)=47.26145165621158;dx=-6.229124927563989E-7
Armijo: th(7.772293544795928)=47.26145779750692; dx=2.203217020245891E-6 evalInputDelta=-6.141295344264108E-6
Armijo: th(3.886146772397964)=47.26145198117074; dx=7.901522664941558E-7 evalInputDelta=-3.2495916002517333E-7
New Minimum: 47.26145165621158 > 47.26145115437828
END: th(1.295382257465988)=47.26145115437828; dx=-1.5189090572747715E-7 evalInputDelta=5.018332984718654E-7
Fitness changed from 47.26145165621158 to 47.26145115437828
Iteration 29 complete. Error: 47.26145115437828 Total: 1.0357; Orientation: 0.0718; Line Search: 0.8136
th(0)=47.26145115437828;dx=-2.2396856063168332E-7
New Minimum: 47.26145115437828 > 47.26145056246612
END: th(2.7908164723365374)=47.26145056246612; dx=-2.0021709845994052E-7 evalInputDelta=5.919121548458861E-7
Fitness changed from 47.26145115437828 to 47.26145056246612
Iteration 30 complete. Error: 47.26145056246612 Total: 0.6338; Orientation: 0.0708; Line Search: 0.4132
th(0)=47.26145056246612;dx=-2.3557516906558094E-7
New Minimum: 47.26145056246612 > 47.2614494855829
END: th(6.012631821514243)=47.2614494855829; dx=-1.2263176915737813E-7 evalInputDelta=1.0768832225949154E-6
Fitness changed from 47.26145056246612 to 47.2614494855829
Iteration 31 complete. Error: 47.2614494855829 Total: 0.6321; Orientation: 0.0716; Line Search: 0.4113
th(0)=47.2614494855829;dx=-6.14818602179789E-7
Armijo: th(12.95382257465988)=47.261471421838216; dx=4.001657524053656E-6 evalInputDelta=-2.1936255315324615E-5
Armijo: th(6.47691128732994)=47.26145297858398; dx=1.6934194684716632E-6 evalInputDelta=-3.4930010812672663E-6
New Minimum: 47.2614494855829 > 47.26144898877735
WOLF (strong): th(2.15897042910998)=47.26144898877735; dx=1.545940897173022E-7 evalInputDelta=4.968055478116185E-7
END: th(0.539742607277495)=47.26144920564971; dx=-4.224654290479218E-7 evalInputDelta=2.799331895175783E-7
Fitness changed from 47.2614494855829 to 47.26144898877735
Iteration 32 complete. Error: 47.26144898877735 Total: 1.2340; Orientation: 0.0726; Line Search: 1.0126
th(0)=47.26144898877735;dx=-5.553802719357716E-7
New Minimum: 47.26144898877735 > 47.26144854810845
END: th(1.1628401968068907)=47.26144854810845; dx=-2.0253797229730948E-7 evalInputDelta=4.40668905810071E-7
Fitness changed from 47.26144898877735 to 47.26144854810845
Iteration 33 complete. Error: 47.26144854810845 Total: 0.6376; Orientation: 0.0716; Line Search: 0.4170
Final threshold in iteration 33: 47.26144854810845 (> 0.0) after 30.193s (< 30.000s)