Method to sample from the variance-co-variance matrix and based on a multi-variante normal distribution generate new starting conditions of numbers-at-age and f-at-age.

monteCarloStock(stck,sam,realisations,run.dir=tempdir())

Arguments

stck

An object of class FLStock

sam

An object of class FLSAM

realisations

Number of newly generated starting conditions.

run.dir

Path to which the temporary files are to be written to or read from. Default is the R temporary directory provided by tempdir()

Details

Large number of realisations might take longer to create.

Value

An FLStock with iter=number of realisations is returned

Author

N.T. Hintzen

See also

Examples

data(NSH)
data(NSH.sam)

#Stock with one iter
summary(NSH)#iter = 1
#> An object of class "FLStock"
#> 
#> Name: North Sea Herring 
#> Description: Imported from a VPA file. ( ./data/index.txt ).  Fri May  4 12:16:13 2012  [...] 
#> Quant: age 
#> Dims:  age 	year	unit	season	area	iter
#> 	9	20	1	1	1	1	
#> 
#> Range:  min	max	pgroup	minyear	maxyear	minfbar	maxfbar 
#> 	0	8	8	1992	2011	2	6	
#> 
#> Metrics: 
#>   rec: 2.1e+07 - 7.8e+07  (NA) 
#>   ssb: 748114 - 2281590  (NA) 
#>   catch: 168443 - 716799  (tonnes) 
#>   fbar: 0.082 - 0.471  (f) 
plot(NSH)

#Generate new stock with 100 iters
newStock <- monteCarloStock(NSH,NSH.tun, NSH.sam,100, ncores=2L)
#> Loading required package: doParallel
#> Loading required package: foreach
#> Loading required package: parallel
#> Order of parameters:
#>  [1] "logFpar"              "logQpow"              "logSdLogFsta"        
#>  [4] "logSdLogN"            "logSdLogP"            "logSdLogObs"         
#>  [7] "logSdLogTotalObs"     "transfIRARdist"       "sigmaObsParUS"       
#> [10] "rec_loga"             "rec_logb"             "itrans_rho"          
#> [13] "rhop"                 "logScale"             "logitReleaseSurvival"
#> [16] "logitRecapturePhi"    "logAlphaSCB"          "logF"                
#> [19] "logN"                 "logPS"                "missing"             
#> Not matching template order:
#>  [1] "logFpar"              "logQpow"              "logSdLogFsta"        
#>  [4] "logSdLogN"            "logSdLogP"            "logSdLogObs"         
#>  [7] "logSdLogTotalObs"     "transfIRARdist"       "sigmaObsParUS"       
#> [10] "rec_loga"             "rec_logb"             "itrans_rho"          
#> [13] "rhop"                 "logScale"             "logitReleaseSurvival"
#> [16] "logitRecapturePhi"    "logAlphaSCB"          "logF"                
#> [19] "logN"                 "missing"             
#> Your parameter list has been re-ordered.
#> (Disable this warning with checkParameterOrder=FALSE)
#> iter: 1  value: 29858.94 mgc: 102.6853 ustep: 0.1843228 
#> iter: 2  value: 6427.944 mgc: 41.19916 ustep: 0.4293854 
#> iter: 3  value: 3643.672 mgc: 11.96224 ustep: 0.6553096 
#> iter: 4  value: 2383.509 mgc: 9.832191 ustep: 0.809531 
#> iter: 5  value: 2252.316 mgc: 1.584616 ustep: 0.8997494 
#> iter: 6  value: 2250.408 mgc: 0.2357221 ustep: 0.9485564 
#> iter: 7  value: 2250.401 mgc: 0.01217538 ustep: 0.9739412 
#> iter: 8  value: 2250.401 mgc: 0.0007627327 ustep: 0.9868859 
#> iter: 9  value: 2250.401 mgc: 2.411668e-05 ustep: 0.993422 
#> iter: 10  value: 2250.401 mgc: 3.787673e-07 ustep: 0.9967059 
#> iter: 11  mgc: 2.962014e-09 
#> iter: 1  mgc: 2.962014e-09 
#> Matching hessian patterns... Done
#> outer mgc:  937.0649 
#>   0:     2288.8818: -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -0.700000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 0.500000
#> iter: 1  value: 1295.734 mgc: 3.191557 ustep: 1 
#> iter: 2  value: 1295.689 mgc: 0.1784069 ustep: 1 
#> iter: 3  value: 1295.689 mgc: 0.003145601 ustep: 1 
#> iter: 4  value: 1295.689 mgc: 1.676632e-06 ustep: 1 
#> iter: 5  mgc: 3.715361e-13 
#> iter: 1  mgc: 3.715361e-13 
#> outer mgc:  344.246 
#>   1:     1270.1871: -5.08863 -4.91055 -4.94563 -4.96799 -4.97773 -4.98310 -4.98710 -4.98254 -5.08762 -5.11268 -0.718198 -0.351086 0.0769365 -0.342072 -0.0408757 0.230886 -0.0324865 0.141923 0.508719
#> iter: 1  value: 916.0222 mgc: 6.34312 ustep: 1 
#> iter: 2  value: 910.0898 mgc: 1.137912 ustep: 1 
#> iter: 3  value: 909.8531 mgc: 0.2259272 ustep: 1 
#> iter: 4  value: 909.8526 mgc: 0.01513482 ustep: 1 
#> iter: 5  value: 909.8526 mgc: 6.401704e-05 ustep: 1 
#> iter: 6  mgc: 1.148572e-09 
#> iter: 1  mgc: 1.148572e-09 
#> outer mgc:  163.7715 
#>   2:     942.62357: -5.26901 -4.85738 -4.88709 -4.91877 -4.93595 -4.94694 -4.95573 -4.92846 -5.23754 -5.24126 -0.845336 -0.380952 -0.224249 -0.649964 0.305213 0.687157 0.150118 0.730410 0.559968
#> iter: 1  value: 711.6633 mgc: 2.375197 ustep: 1 
#> iter: 2  value: 710.0988 mgc: 0.8324954 ustep: 1 
#> iter: 3  value: 710.0852 mgc: 0.09314666 ustep: 1 
#> iter: 4  value: 710.0852 mgc: 0.001066194 ustep: 1 
#> iter: 5  value: 710.0852 mgc: 1.415094e-07 ustep: 1 
#> iter: 6  mgc: 3.896883e-14 
#> iter: 1  mgc: 3.896883e-14 
#> outer mgc:  57.50863 
#>   3:     786.26128: -5.33686 -4.80028 -4.81374 -4.85811 -4.88974 -4.91120 -4.92796 -4.88979 -5.45167 -5.33225 -0.965713 -0.411656 -0.177317 -0.901893 0.299597  1.02425 0.733917  1.35011 0.620378
#> iter: 1  value: 492.9034 mgc: 2.889296 ustep: 1 
#> iter: 2  value: 491.1143 mgc: 0.9347992 ustep: 1 
#> iter: 3  value: 491.1137 mgc: 0.03301362 ustep: 1 
#> iter: 4  value: 491.1137 mgc: 1.489686e-05 ustep: 1 
#> iter: 5  mgc: 2.430611e-12 
#> iter: 1  value: 43.9683 mgc: 29.49475 ustep: 1 
#> iter: 2  value: 43.83872 mgc: 0.4673514 ustep: 1 
#> iter: 3  value: 43.83871 mgc: 0.0003426394 ustep: 1 
#> iter: 4  mgc: 6.38518e-10 
#> iter: 1  mgc: 6.38518e-10 
#> outer mgc:  126.6576 
#>   4:     576.80251: -6.06882 -4.51133 -4.50742 -4.59489 -4.66793 -4.72204 -4.76780 -4.63555 -6.11355 -5.70707 -1.67300 -0.604378 -2.03271 -2.03541  1.15094 0.338267  2.63337  3.40849  1.01895
#> iter: 1  value: 10.90599 mgc: 287.6597 ustep: 1 
#> iter: 2  value: 10.57287 mgc: 2.012651 ustep: 1 
#> iter: 3  value: 10.57287 mgc: 0.001464435 ustep: 1 
#> iter: 4  mgc: 3.178302e-11 
#> iter: 1  mgc: 3.178302e-11 
#> outer mgc:  93.30105 
#>   5:     498.37476: -6.65570 -4.31143 -4.25414 -4.34687 -4.46008 -4.55356 -4.64757 -4.63072 -6.56274 -5.99569 0.137165 -0.711751 -1.27442 -1.74676  1.71751 -2.56440  3.31441  4.42017  1.98770
#> iter: 1  value: 484.7178 mgc: 113.5134 ustep: 1 
#> iter: 2  value: 484.5256 mgc: 0.5652743 ustep: 1 
#> iter: 3  value: 484.5256 mgc: 0.0001485126 ustep: 1 
#> iter: 4  mgc: 1.70769e-12 
#> iter: 1  value: 106.9895 mgc: 55.12887 ustep: 1 
#> iter: 2  value: 106.9844 mgc: 0.2052389 ustep: 1 
#> iter: 3  value: 106.9844 mgc: 7.489573e-06 ustep: 1 
#> iter: 4  mgc: 4.911627e-13 
#> iter: 1  mgc: 4.911627e-13 
#> outer mgc:  76.85225 
#>   6:     491.00656: -6.66999 -4.26083 -4.34105 -4.09262 -4.42427 -4.45011 -4.37306 -5.23851 -6.56441 -5.99600 -0.128228 -0.670972 -0.390569 -1.18392  1.56334 -2.22251  3.12617  4.22461  2.07530
#> iter: 1  value: -0.5745773 mgc: 29.00865 ustep: 1 
#> iter: 2  value: -0.5746843 mgc: 0.02304346 ustep: 1 
#> iter: 3  value: -0.5746843 mgc: 2.547398e-07 ustep: 1 
#> mgc: 3.312906e-13 
#> iter: 1  value: 49.36313 mgc: 32.37045 ustep: 1 
#> iter: 2  value: 49.36204 mgc: 0.0462509 ustep: 1 
#> iter: 3  value: 49.36204 mgc: 1.097814e-06 ustep: 1 
#> iter: 4  mgc: 4.707346e-13 
#> iter: 1  mgc: 3.312906e-13 
#> outer mgc:  27.28687 
#>   7:     434.75037: -6.68411 -4.26905 -4.24485 -4.20237 -4.34531 -4.41311 -4.61056 -5.07841 -6.56616 -5.99633 -0.315710 -0.675389 -0.912721 -1.27809  1.46269 -2.22922  2.99468  4.08550  2.15432
#> iter: 1  value: -31.74598 mgc: 29.47695 ustep: 1 
#> iter: 2  value: -31.74606 mgc: 0.01982511 ustep: 1 
#> iter: 3  value: -31.74606 mgc: 1.125765e-07 ustep: 1 
#> mgc: 2.922107e-13 
#> iter: 1  mgc: 2.922107e-13 
#> outer mgc:  74.91487 
#>   8:     428.91412: -6.71488 -4.22055 -4.13926 -4.23411 -4.27124 -4.53460 -4.89226 -4.83272 -6.57027 -5.99712 -0.505705 -0.670007 -1.24980 -1.27787  1.29098 -2.13682  2.76149  3.83463  2.17510
#> iter: 1  value: -44.24781 mgc: 20.36353 ustep: 1 
#> iter: 2  value: -44.24787 mgc: 0.03235738 ustep: 1 
#> iter: 3  value: -44.24787 mgc: 9.909799e-07 ustep: 1 
#> iter: 4  mgc: 2.950973e-13 
#> iter: 1  mgc: 2.950973e-13 
#> outer mgc:  45.7465 
#>   9:     408.29444: -6.76537 -4.08991 -4.07067 -4.12277 -4.54335 -4.64501 -4.59675 -4.93873 -6.61104 -6.02762 -0.472540 -0.671571 -1.21432 -1.47061  1.08332 -1.90196  2.52168  3.59189  2.22633
#> iter: 1  value: -6.717147 mgc: 8.573656 ustep: 1 
#> iter: 2  value: -6.717177 mgc: 0.0284937 ustep: 1 
#> iter: 3  value: -6.717177 mgc: 1.096477e-06 ustep: 1 
#> iter: 4  mgc: 1.815215e-13 
#> iter: 1  mgc: 1.815215e-13 
#> outer mgc:  32.87295 
#>  10:     394.31589: -6.81731 -4.02510 -4.10146 -4.30707 -4.27650 -4.40279 -4.80134 -5.00047 -6.63440 -6.04003 -0.430123 -0.659987 -1.01709 -1.47696 0.951682 -1.55221  2.34211  3.37177  2.18546
#> iter: 1  value: -50.1307 mgc: 11.00374 ustep: 1 
#> iter: 2  value: -50.13088 mgc: 0.06387695 ustep: 1 
#> iter: 3  value: -50.13088 mgc: 4.803896e-06 ustep: 1 
#> iter: 4  mgc: 2.082778e-13 
#> iter: 1  mgc: 2.082778e-13 
#> outer mgc:  24.99611 
#>  11:     375.69112: -6.95112 -4.09117 -4.16527 -3.97784 -4.23833 -4.50069 -4.71779 -4.99852 -6.69564 -6.06941 -0.375082 -0.640590 -1.33727 -1.66785 0.839080 -1.35530  2.13643  3.07604  2.18809
#> iter: 1  value: -89.61545 mgc: 7.139076 ustep: 1 
#> iter: 2  value: -89.61546 mgc: 0.005349777 ustep: 1 
#> iter: 3  value: -89.61546 mgc: 3.020959e-08 ustep: 1 
#> mgc: 2.930989e-13 
#> iter: 1  value: -75.98503 mgc: 3.155036 ustep: 1 
#> iter: 2  value: -75.98503 mgc: 0.001101492 ustep: 1 
#> iter: 3  mgc: 1.265883e-09 
#> iter: 1  mgc: 1.265883e-09 
#> outer mgc:  14.81626 
#>  12:     368.86281: -7.00322 -4.09849 -3.98769 -4.13110 -4.26981 -4.44866 -4.70371 -4.97953 -6.70813 -6.07275 -0.483879 -0.632218 -1.35571 -1.70698 0.807091 -1.35541  2.06263  2.96205  2.19733
#> iter: 1  value: -89.45378 mgc: 2.242948 ustep: 1 
#> iter: 2  value: -89.45378 mgc: 0.0004036388 ustep: 1 
#> iter: 3  mgc: 2.206004e-10 
#> iter: 1  mgc: 2.206004e-10 
#> outer mgc:  17.48676 
#>  13:     364.45262: -7.08605 -4.02318 -4.10072 -3.99898 -4.27613 -4.48015 -4.67286 -4.95153 -6.73024 -6.07918 -0.576026 -0.616547 -1.37192 -1.72953 0.758923 -1.34833  1.96556  2.80012  2.15309
#> iter: 1  value: -93.32494 mgc: 2.971631 ustep: 1 
#> iter: 2  value: -93.32494 mgc: 0.001642562 ustep: 1 
#> iter: 3  mgc: 4.984663e-09 
#> iter: 1  mgc: 4.984663e-09 
#> outer mgc:  14.02576 
#>  14:     359.47725: -7.20614 -4.03265 -3.95273 -4.10361 -4.22457 -4.42130 -4.65876 -4.92430 -6.77471 -6.09713 -0.617694 -0.598782 -1.35516 -1.76957 0.708356 -1.32967  1.90315  2.65320  2.07248
#> iter: 1  value: -91.91236 mgc: 5.9552 ustep: 1 
#> iter: 2  value: -91.91236 mgc: 0.004405361 ustep: 1 
#> iter: 3  mgc: 7.01302e-09 
#> iter: 1  mgc: 7.01302e-09 
#> outer mgc:  19.38089 
#>  15:     352.76546: -7.56094 -3.97994 -3.93135 -3.86215 -4.22535 -4.30388 -4.58847 -4.85509 -6.91783 -6.16650 -0.654940 -0.562017 -1.37058 -1.83444 0.552728 -1.34904  1.83075  2.41184  1.84740
#> iter: 1  value: -104.1327 mgc: 4.331121 ustep: 1 
#> iter: 2  value: -104.1327 mgc: 0.002005606 ustep: 1 
#> iter: 3  mgc: 1.427948e-09 
#> iter: 1  mgc: 1.427948e-09 
#> outer mgc:  31.57602 
#>  16:     347.80653: -7.91191 -3.82429 -3.90400 -3.89727 -3.95320 -4.39887 -4.42622 -4.76992 -7.05715 -6.24440 -0.775335 -0.542026 -1.37067 -1.86604 0.347147 -1.35639  1.75840  2.28037  1.74785
#> iter: 1  value: -119.9602 mgc: 7.89804 ustep: 1 
#> iter: 2  value: -119.9602 mgc: 0.002476018 ustep: 1 
#> iter: 3  mgc: 7.03952e-09 
#> iter: 1  mgc: 7.03952e-09 
#> outer mgc:  15.24421 
#>  17:     337.06396: -8.23055 -3.69979 -3.76931 -3.89042 -4.04133 -4.15305 -4.47697 -4.61065 -7.17794 -6.33048 -0.917952 -0.546071 -1.31631 -1.81735 0.0563173 -1.26940  1.67922  2.32910  1.79631
#> iter: 1  value: -128.0141 mgc: 3.705085 ustep: 1 
#> iter: 2  value: -128.0141 mgc: 0.005910159 ustep: 1 
#> iter: 3  value: -128.0141 mgc: 5.766538e-08 ustep: 1 
#> mgc: 2.593481e-13 
#> iter: 1  mgc: 2.593481e-13 
#> outer mgc:  21.27486 
#>  18:     330.75662: -8.52589 -3.73179 -3.66388 -3.63825 -3.94609 -4.17030 -4.26442 -4.70957 -7.30689 -6.41707 -0.922718 -0.546740 -1.36373 -1.82273 -0.287121 -1.31255  1.60092  2.34005  1.74733
#> iter: 1  value: -113.7405 mgc: 4.681769 ustep: 1 
#> iter: 2  value: -113.7405 mgc: 0.007929936 ustep: 1 
#> iter: 3  value: -113.7405 mgc: 3.70615e-08 ustep: 1 
#> mgc: 2.939871e-13 
#> iter: 1  mgc: 2.939871e-13 
#> outer mgc:  20.35934 
#>  19:     328.72342: -8.75901 -3.55010 -3.63257 -3.68571 -3.82468 -4.02991 -4.36348 -4.52223 -7.47698 -6.52248 -0.926637 -0.551111 -1.40081 -1.76677 -0.674361 -1.31909  1.55323  2.32432  1.62436
#> iter: 1  value: -105.1224 mgc: 2.615154 ustep: 1 
#> iter: 2  value: -105.1224 mgc: 0.001958143 ustep: 1 
#> iter: 3  mgc: 2.446879e-09 
#> iter: 1  mgc: 2.446879e-09 
#> outer mgc:  20.73529 
#>  20:     326.49498: -8.26251 -3.59899 -3.53822 -3.70491 -3.86662 -4.07014 -4.32019 -4.57849 -7.74471 -6.66499 -0.913209 -0.576408 -1.34422 -1.78385 -0.771078 -1.29652  1.54353  2.25617  1.55594
#> iter: 1  value: -146.2882 mgc: 6.933896 ustep: 1 
#> iter: 2  value: -146.2882 mgc: 0.004359399 ustep: 1 
#> iter: 3  value: -146.2882 mgc: 1.198158e-08 ustep: 1 
#> mgc: 3.501643e-13 
#> iter: 1  mgc: 3.501643e-13 
#> outer mgc:  28.24945 
#>  21:     325.76336: -8.47716 -3.55525 -3.59217 -3.45450 -3.80316 -3.99310 -4.15402 -4.45759 -8.03177 -6.79974 -1.06966 -0.593885 -1.33108 -1.83845 -0.543479 -1.44367  1.51393  2.19427  1.65453
#> iter: 1  value: -121.088 mgc: 3.901788 ustep: 1 
#> iter: 2  value: -121.088 mgc: 0.002751137 ustep: 1 
#> iter: 3  mgc: 9.98716e-09 
#> iter: 1  mgc: 9.98716e-09 
#> outer mgc:  14.28193 
#>  22:     321.61859: -8.44559 -3.53345 -3.47948 -3.64057 -3.73643 -3.94716 -4.21083 -4.44575 -8.05942 -6.81560 -0.988772 -0.582858 -1.32856 -1.77818 -0.562312 -1.29295  1.49091  2.20282  1.61179
#> iter: 1  value: -120.9591 mgc: 3.337906 ustep: 1 
#> iter: 2  value: -120.9591 mgc: 0.006136845 ustep: 1 
#> iter: 3  value: -120.9591 mgc: 6.944051e-08 ustep: 1 
#> mgc: 2.268186e-13 
#> iter: 1  mgc: 2.268186e-13 
#> outer mgc:  8.657306 
#>  23:     320.37471: -8.41722 -3.41488 -3.51204 -3.53411 -3.78226 -3.93260 -4.12064 -4.46144 -8.21725 -6.89580 -0.929805 -0.560096 -1.43551 -1.77095 -0.592733 -1.28817  1.39448  2.20387  1.58906
#> iter: 1  value: -132.4649 mgc: 2.857943 ustep: 1 
#> iter: 2  value: -132.465 mgc: 0.004922483 ustep: 1 
#> iter: 3  value: -132.465 mgc: 2.533174e-08 ustep: 1 
#> mgc: 2.222666e-13 
#> iter: 1  mgc: 2.222666e-13 
#> outer mgc:  8.729763 
#>  24:     317.89702: -8.34163 -3.46818 -3.41859 -3.46740 -3.69224 -3.92286 -4.18331 -4.40322 -8.38674 -6.98170 -0.976545 -0.556986 -1.36650 -1.79024 -0.627434 -1.35619  1.30963  2.22639  1.62533
#> iter: 1  value: -128.5957 mgc: 2.105914 ustep: 1 
#> iter: 2  value: -128.5957 mgc: 0.001561296 ustep: 1 
#> iter: 3  mgc: 1.704339e-09 
#> iter: 1  mgc: 1.704339e-09 
#> outer mgc:  10.15385 
#>  25:     316.18660: -8.29247 -3.39915 -3.41452 -3.48458 -3.66107 -3.84682 -4.05005 -4.40763 -8.61061 -7.07517 -0.973352 -0.571162 -1.33072 -1.76766 -0.645933 -1.34054  1.27949  2.19424  1.63696
#> iter: 1  value: -127.2518 mgc: 2.48407 ustep: 1 
#> iter: 2  value: -127.2518 mgc: 0.003728131 ustep: 1 
#> iter: 3  mgc: 7.041147e-09 
#> iter: 1  mgc: 7.041147e-09 
#> outer mgc:  5.502011 
#>  26:     313.87951: -8.26513 -3.36100 -3.36476 -3.40136 -3.64077 -3.83444 -4.04281 -4.29303 -8.84358 -7.16603 -0.956284 -0.578390 -1.37253 -1.74037 -0.621510 -1.30635  1.23812  2.15774  1.64033
#> iter: 1  value: -142.1829 mgc: 1.918994 ustep: 1 
#> iter: 2  value: -142.1829 mgc: 0.001291332 ustep: 1 
#> iter: 3  mgc: 2.208718e-09 
#> iter: 1  mgc: 2.208718e-09 
#> outer mgc:  9.203617 
#>  27:     312.18646: -8.21269 -3.30876 -3.30120 -3.39999 -3.55819 -3.75326 -4.02829 -4.31859 -9.05277 -7.25355 -0.958675 -0.581249 -1.40120 -1.78751 -0.619837 -1.39367  1.14042  2.16750  1.64104
#> iter: 1  value: -134.5646 mgc: 1.845753 ustep: 1 
#> iter: 2  value: -134.5646 mgc: 0.0009035202 ustep: 1 
#> iter: 3  mgc: 1.396582e-09 
#> iter: 1  mgc: 1.396582e-09 
#> outer mgc:  6.880071 
#>  28:     309.26288: -8.17991 -3.27052 -3.27249 -3.29969 -3.53794 -3.74857 -3.96316 -4.26603 -9.27656 -7.34173 -0.948206 -0.577773 -1.35801 -1.77187 -0.620578 -1.33921  1.03339  2.17279  1.62875
#> iter: 1  value: -139.6183 mgc: 1.661759 ustep: 1 
#> iter: 2  value: -139.6183 mgc: 0.002179619 ustep: 1 
#> iter: 3  mgc: 4.229629e-09 
#> iter: 1  mgc: 4.229629e-09 
#> outer mgc:  11.59808 
#>  29:     307.24905: -8.14062 -3.21573 -3.19751 -3.33850 -3.48886 -3.68563 -3.96909 -4.17091 -9.50627 -7.42008 -0.952029 -0.573050 -1.38139 -1.77313 -0.630285 -1.34481 0.943999  2.14461  1.63274
#> iter: 1  value: -143.4753 mgc: 1.44656 ustep: 1 
#> iter: 2  value: -143.4753 mgc: 0.0007161764 ustep: 1 
#> iter: 3  mgc: 7.584497e-10 
#> iter: 1  value: -156.1174 mgc: 1.711774 ustep: 1 
#> iter: 2  value: -156.1174 mgc: 0.004236756 ustep: 1 
#> iter: 3  value: -156.1174 mgc: 4.181891e-08 ustep: 1 
#> mgc: 2.202682e-13 
#> iter: 1  value: -183.0237 mgc: 7.851342 ustep: 1 
#> iter: 2  value: -183.0254 mgc: 0.09407709 ustep: 1 
#> iter: 3  value: -183.0254 mgc: 9.809408e-06 ustep: 1 
#> iter: 4  mgc: 3.663736e-13 
#> iter: 1  mgc: 2.202682e-13 
#> outer mgc:  8.834843 
#>  30:     297.04518: -8.00270 -3.08167 -3.07672 -3.17299 -3.36456 -3.55267 -3.79083 -4.06906 -10.2615 -7.67695 -0.959654 -0.567855 -1.39435 -1.77839 -0.618232 -1.34191 0.660549  2.11339  1.67168
#> iter: 1  value: -93.99458 mgc: 7.944217 ustep: 1 
#> iter: 2  value: -93.99476 mgc: 0.02458971 ustep: 1 
#> iter: 3  value: -93.99476 mgc: 3.664464e-07 ustep: 1 
#> iter: 4  mgc: 1.617595e-13 
#> iter: 1  mgc: 1.617595e-13 
#> outer mgc:  45.88069 
#>  31:     292.48806: -7.79262 -2.86688 -3.06734 -2.60530 -3.11122 -3.47281 -3.54477 -3.81831 -11.5469 -8.08964 -0.791124 -0.566227 -1.11294 -1.70546 -0.675987 -1.22095 -0.282994  1.94694  1.53924
#> iter: 1  value: -66.84359 mgc: 8.067476 ustep: 1 
#> iter: 2  value: -66.84394 mgc: 0.03355627 ustep: 1 
#> iter: 3  value: -66.84394 mgc: 2.198293e-06 ustep: 1 
#> iter: 4  mgc: 2.4869e-13 
#> iter: 1  value: -134.938 mgc: 3.032645 ustep: 1 
#> iter: 2  value: -134.938 mgc: 0.002094367 ustep: 1 
#> iter: 3  value: -134.938 mgc: 1.468709e-08 ustep: 1 
#> mgc: 1.833256e-13 
#> iter: 1  mgc: 1.833256e-13 
#> outer mgc:  21.33665 
#>  32:     276.49998: -7.78031 -2.88558 -2.93767 -2.78351 -3.10280 -3.39107 -3.56612 -3.82270 -11.5415 -8.10172 -0.855847 -0.568832 -1.21542 -1.74531 -0.671257 -1.25207 -0.342219  1.95379  1.57979
#> iter: 1  value: -174.5127 mgc: 3.076463 ustep: 1 
#> iter: 2  value: -174.5127 mgc: 0.002701163 ustep: 1 
#> iter: 3  value: -174.5127 mgc: 1.183342e-08 ustep: 1 
#> mgc: 2.005063e-13 
#> iter: 1  mgc: 2.005063e-13 
#> outer mgc:  13.7304 
#>  33:     269.39586: -7.76584 -2.89292 -2.85086 -2.92392 -3.11023 -3.31931 -3.56610 -3.82656 -11.5299 -8.12187 -0.923375 -0.571123 -1.35268 -1.79142 -0.664593 -1.34607 -0.439068  1.96270  1.62234
#> iter: 1  value: -186.7597 mgc: 1.962868 ustep: 1 
#> iter: 2  value: -186.7597 mgc: 0.001294899 ustep: 1 
#> iter: 3  mgc: 2.603285e-09 
#> iter: 1  mgc: 2.603285e-09 
#> outer mgc:  10.2687 
#>  34:     266.55096: -7.74789 -2.87672 -2.92308 -2.89635 -3.14220 -3.31681 -3.50760 -3.80687 -11.4968 -8.17464 -0.956717 -0.571551 -1.41078 -1.78895 -0.649106 -1.33926 -0.680699  1.97723  1.63956
#> iter: 1  value: -182.7085 mgc: 1.74895 ustep: 1 
#> iter: 2  value: -182.7085 mgc: 0.0007275734 ustep: 1 
#> iter: 3  mgc: 3.263985e-09 
#> iter: 1  value: -182.4933 mgc: 1.143937 ustep: 1 
#> iter: 2  value: -182.4933 mgc: 0.0003562506 ustep: 1 
#> iter: 3  mgc: 2.585114e-10 
#> iter: 1  mgc: 2.585114e-10 
#> outer mgc:  8.770688 
#>  35:     265.42975: -7.74772 -2.90215 -2.85540 -2.95156 -3.10323 -3.30080 -3.54058 -3.78459 -11.4971 -8.19639 -0.950847 -0.573025 -1.37928 -1.77952 -0.646706 -1.32155 -0.757919  1.97652  1.63545
#> iter: 1  value: -185.887 mgc: 1.089121 ustep: 1 
#> iter: 2  value: -185.887 mgc: 0.0002185108 ustep: 1 
#> iter: 3  mgc: 1.096838e-10 
#> iter: 1  mgc: 1.096838e-10 
#> outer mgc:  6.784882 
#>  36:     264.66675: -7.73746 -2.87941 -2.89431 -2.88388 -3.12054 -3.29784 -3.49821 -3.79696 -11.5228 -8.23329 -0.951006 -0.575159 -1.38738 -1.78515 -0.644191 -1.33798 -0.848158  1.97429  1.63733
#> iter: 1  value: -184.3164 mgc: 0.8553228 ustep: 1 
#> iter: 2  value: -184.3164 mgc: 0.0004203745 ustep: 1 
#> iter: 3  mgc: 1.159748e-10 
#> iter: 1  mgc: 1.159748e-10 
#> outer mgc:  7.92419 
#>  37:     264.41075: -7.74976 -2.90672 -2.88048 -2.93322 -3.10848 -3.30232 -3.53206 -3.78594 -11.4147 -8.24317 -0.947332 -0.578652 -1.38388 -1.78099 -0.645801 -1.33242 -0.899837  1.97161  1.63215
#> iter: 1  value: -185.1135 mgc: 0.9089372 ustep: 1 
#> iter: 2  value: -185.1135 mgc: 0.0002229392 ustep: 1 
#> iter: 3  mgc: 1.59357e-11 
#> iter: 1  mgc: 1.59357e-11 
#> outer mgc:  4.863725 
#>  38:     263.79077: -7.74078 -2.84363 -2.85794 -2.89984 -3.11812 -3.29836 -3.50603 -3.79742 -11.5050 -8.27609 -0.946351 -0.580842 -1.38704 -1.77967 -0.643925 -1.33388 -0.960188  1.96717  1.63149
#> iter: 1  value: -184.7091 mgc: 1.295468 ustep: 1 
#> iter: 2  value: -184.7091 mgc: 0.000565141 ustep: 1 
#> iter: 3  mgc: 1.894276e-10 
#> iter: 1  value: -185.5498 mgc: 0.5064377 ustep: 1 
#> iter: 2  value: -185.5498 mgc: 7.617522e-05 ustep: 1 
#> iter: 3  mgc: 3.038236e-12 
#> iter: 1  mgc: 3.038236e-12 
#> outer mgc:  3.613651 
#>  39:     263.41970: -7.73622 -2.87452 -2.85726 -2.90983 -3.09581 -3.29174 -3.52225 -3.77941 -11.4727 -8.29533 -0.949094 -0.581810 -1.38448 -1.77688 -0.642654 -1.33502 -0.987490  1.96426  1.63333
#> iter: 1  value: -185.698 mgc: 0.5333973 ustep: 1 
#> iter: 2  value: -185.698 mgc: 6.395254e-05 ustep: 1 
#> iter: 3  mgc: 1.025358e-11 
#> iter: 1  mgc: 1.025358e-11 
#> outer mgc:  2.920778 
#>  40:     263.18124: -7.72778 -2.86676 -2.86101 -2.89510 -3.10191 -3.28461 -3.49483 -3.78523 -11.4725 -8.33035 -0.948210 -0.583783 -1.38653 -1.77426 -0.641367 -1.33601 -1.03101  1.95919  1.63303
#> iter: 1  value: -185.4519 mgc: 0.4610834 ustep: 1 
#> iter: 2  value: -185.4519 mgc: 0.0001580008 ustep: 1 
#> iter: 3  mgc: 1.487521e-11 
#> iter: 1  mgc: 1.487521e-11 
#> outer mgc:  3.543853 
#>  41:     263.01404: -7.72137 -2.86752 -2.84274 -2.90779 -3.07969 -3.27493 -3.51126 -3.75769 -11.4762 -8.36585 -0.948203 -0.585562 -1.38778 -1.76939 -0.640359 -1.33389 -1.06130  1.95446  1.63416
#> iter: 1  value: -185.5589 mgc: 0.5889439 ustep: 1 
#> iter: 2  value: -185.5589 mgc: 0.0001078573 ustep: 1 
#> iter: 3  mgc: 2.94067e-11 
#> iter: 1  mgc: 2.94067e-11 
#> outer mgc:  4.185684 
#>  42:     262.89354: -7.71099 -2.86175 -2.84294 -2.89001 -3.08478 -3.26583 -3.47137 -3.76930 -11.4918 -8.40128 -0.947171 -0.587053 -1.38649 -1.76938 -0.639329 -1.33207 -1.08543  1.95070  1.63595
#> iter: 1  value: -186.2026 mgc: 0.4665431 ustep: 1 
#> iter: 2  value: -186.2026 mgc: 0.0001728082 ustep: 1 
#> iter: 3  mgc: 2.399414e-11 
#> iter: 1  mgc: 2.399414e-11 
#> outer mgc:  3.213317 
#>  43:     262.76925: -7.71020 -2.87136 -2.85822 -2.88326 -3.07655 -3.26521 -3.49788 -3.74462 -11.4471 -8.42469 -0.948928 -0.588488 -1.39062 -1.76717 -0.639548 -1.33713 -1.09043  1.94602  1.63627
#> iter: 1  value: -185.5791 mgc: 0.5099855 ustep: 1 
#> iter: 2  value: -185.5791 mgc: 8.986419e-05 ustep: 1 
#> iter: 3  mgc: 1.503242e-11 
#> iter: 1  mgc: 1.503242e-11 
#> outer mgc:  4.187853 
#>  44:     262.65670: -7.70264 -2.85569 -2.82521 -2.89967 -3.06385 -3.25601 -3.48366 -3.74217 -11.4761 -8.45918 -0.946908 -0.589705 -1.38927 -1.76498 -0.638986 -1.33243 -1.10462  1.94163  1.63662
#> iter: 1  value: -185.9749 mgc: 0.5602958 ustep: 1 
#> iter: 2  value: -185.9749 mgc: 6.939509e-05 ustep: 1 
#> iter: 3  mgc: 7.931877e-12 
#> iter: 1  mgc: 7.931877e-12 
#> outer mgc:  3.478932 
#>  45:     262.54946: -7.69962 -2.85372 -2.84978 -2.86328 -3.07874 -3.25753 -3.46203 -3.75506 -11.4466 -8.48538 -0.947823 -0.591136 -1.38818 -1.76591 -0.639264 -1.33587 -1.10653  1.93635  1.63631
#> iter: 1  value: -186.3045 mgc: 0.5819925 ustep: 1 
#> iter: 2  value: -186.3045 mgc: 0.0002454965 ustep: 1 
#> iter: 3  mgc: 3.587797e-11 
#> iter: 1  mgc: 3.587797e-11 
#> outer mgc:  5.752161 
#>  46:     262.43988: -7.69354 -2.85696 -2.83766 -2.87375 -3.05613 -3.24528 -3.49151 -3.71981 -11.4425 -8.51979 -0.948475 -0.591910 -1.39217 -1.76297 -0.638643 -1.33614 -1.11494  1.93168  1.63810
#> iter: 1  value: -185.6816 mgc: 0.6182255 ustep: 1 
#> iter: 2  value: -185.6816 mgc: 0.0002255229 ustep: 1 
#> iter: 3  mgc: 6.522916e-11 
#> iter: 1  mgc: 6.522916e-11 
#> outer mgc:  3.245662 
#>  47:     262.28620: -7.68961 -2.83524 -2.81555 -2.87683 -3.05902 -3.24938 -3.45097 -3.74815 -11.4503 -8.54830 -0.947125 -0.593162 -1.38748 -1.76333 -0.639018 -1.33385 -1.11491  1.92590  1.63594
#> iter: 1  value: -186.3732 mgc: 0.4556932 ustep: 1 
#> iter: 2  value: -186.3732 mgc: 8.493742e-05 ustep: 1 
#> iter: 3  mgc: 5.296541e-12 
#> iter: 1  mgc: 5.296541e-12 
#> outer mgc:  3.129478 
#>  48:     262.08187: -7.68151 -2.83627 -2.83057 -2.84861 -3.05767 -3.23673 -3.46245 -3.72688 -11.4293 -8.59337 -0.948625 -0.594040 -1.39042 -1.76181 -0.638335 -1.33703 -1.11909  1.91885  1.63718
#> iter: 1  value: -185.9522 mgc: 0.5217167 ustep: 1 
#> iter: 2  value: -185.9522 mgc: 0.0001093261 ustep: 1 
#> iter: 3  mgc: 3.597878e-11 
#> iter: 1  mgc: 3.597878e-11 
#> outer mgc:  4.34768 
#>  49:     261.94336: -7.67691 -2.82156 -2.79563 -2.87122 -3.03617 -3.23492 -3.45904 -3.72142 -11.4305 -8.63634 -0.948210 -0.595094 -1.38979 -1.75975 -0.638707 -1.33615 -1.11900  1.91063  1.63558
#> iter: 1  value: -186.2604 mgc: 0.4669873 ustep: 1 
#> iter: 2  value: -186.2604 mgc: 7.266764e-05 ustep: 1 
#> iter: 3  mgc: 6.816159e-12 
#> iter: 1  mgc: 6.816159e-12 
#> outer mgc:  3.081353 
#>  50:     261.69175: -7.66757 -2.81543 -2.80666 -2.84007 -3.04174 -3.22529 -3.44108 -3.72037 -11.4171 -8.68615 -0.948873 -0.595631 -1.38931 -1.75953 -0.638625 -1.33709 -1.12068  1.90215  1.63551
#> iter: 1  value: -186.3536 mgc: 0.3614256 ustep: 1 
#> iter: 2  value: -186.3536 mgc: 9.26844e-05 ustep: 1 
#> iter: 3  mgc: 1.531841e-11 
#> iter: 1  mgc: 1.531841e-11 
#> outer mgc:  3.663214 
#>  51:     261.55294: -7.66257 -2.81019 -2.78512 -2.85047 -3.02005 -3.21647 -3.45178 -3.69778 -11.4093 -8.73567 -0.948727 -0.596239 -1.39121 -1.75803 -0.639002 -1.33772 -1.12131  1.89301  1.63536
#> iter: 1  value: -186.5698 mgc: 0.4138182 ustep: 1 
#> iter: 2  value: -186.5698 mgc: 5.14084e-05 ustep: 1 
#> iter: 3  mgc: 7.23821e-12 
#> iter: 1  mgc: 7.23821e-12 
#> outer mgc:  3.137757 
#>  52:     261.28681: -7.65178 -2.79918 -2.78799 -2.82739 -3.02316 -3.20920 -3.42460 -3.70338 -11.4025 -8.78724 -0.949023 -0.596381 -1.38963 -1.75863 -0.638977 -1.33743 -1.12203  1.88411  1.63506
#> iter: 1  value: -187.0582 mgc: 0.5957186 ustep: 1 
#> iter: 2  value: -187.0582 mgc: 0.0002517181 ustep: 1 
#> iter: 3  mgc: 1.074403e-10 
#> iter: 1  mgc: 1.074403e-10 
#> outer mgc:  5.461532 
#>  53:     260.92060: -7.63478 -2.78410 -2.76309 -2.81937 -2.99699 -3.18697 -3.43287 -3.66619 -11.3809 -8.90076 -0.949893 -0.596801 -1.39270 -1.75662 -0.638998 -1.33891 -1.12239  1.86413  1.63485
#> iter: 1  value: -187.9182 mgc: 1.253023 ustep: 1 
#> iter: 2  value: -187.9182 mgc: 0.0008833191 ustep: 1 
#> iter: 3  mgc: 1.050337e-09 
#> iter: 1  mgc: 1.050337e-09 
#> outer mgc:  8.35194 
#>  54:     260.23746: -7.59212 -2.76255 -2.71291 -2.81232 -2.93961 -3.16003 -3.34980 -3.64121 -11.3657 -9.12922 -0.949310 -0.595275 -1.39073 -1.75878 -0.639922 -1.33596 -1.13180  1.82568  1.63702
#> iter: 1  value: -189.386 mgc: 1.361969 ustep: 1 
#> iter: 2  value: -189.386 mgc: 0.0009211608 ustep: 1 
#> iter: 3  mgc: 1.624163e-09 
#> iter: 1  mgc: 1.624163e-09 
#> outer mgc:  4.128509 
#>  55:     259.04994: -7.55141 -2.70617 -2.71296 -2.72312 -2.94548 -3.10986 -3.32617 -3.61292 -11.3231 -9.35347 -0.950933 -0.595942 -1.39255 -1.75946 -0.638044 -1.33331 -1.13264  1.78576  1.63701
#> iter: 1  value: -190.9283 mgc: 1.067596 ustep: 1 
#> iter: 2  value: -190.9283 mgc: 0.001143683 ustep: 1 
#> iter: 3  mgc: 2.542368e-09 
#> iter: 1  value: -195.4124 mgc: 3.680597 ustep: 1 
#> iter: 2  value: -195.4124 mgc: 0.008395325 ustep: 1 
#> iter: 3  value: -195.4124 mgc: 1.948353e-07 ustep: 1 
#> iter: 4  mgc: 2.629008e-13 
#> iter: 1  value: -208.1192 mgc: 15.42634 ustep: 1 
#> iter: 2  value: -208.1273 mgc: 0.1776816 ustep: 1 
#> iter: 3  value: -208.1273 mgc: 9.688305e-05 ustep: 1 
#> iter: 4  mgc: 3.668321e-11 
#> iter: 1  mgc: 3.668321e-11 
#> outer mgc:  42.38944 
#>  56:     248.99510: -6.90357 -1.88032 -2.07584 -2.08418 -2.41015 -2.64114 -2.62991 -3.25452 -10.6804 -13.1098 -0.988683 -0.621804 -1.39628 -1.78499 -0.616259 -1.33503 -1.22981  1.11153  1.63978
#> iter: 1  value: -186.8762 mgc: 15.67179 ustep: 1 
#> iter: 2  value: -186.9324 mgc: 0.5685008 ustep: 1 
#> iter: 3  value: -186.9324 mgc: 0.0009063712 ustep: 1 
#> iter: 4  mgc: 5.113241e-09 
#> iter: 1  value: -220.211 mgc: 3.803081 ustep: 1 
#> iter: 2  value: -220.2112 mgc: 0.03003581 ustep: 1 
#> iter: 3  value: -220.2112 mgc: 2.46931e-06 ustep: 1 
#> iter: 4  mgc: 2.526868e-13 
#> iter: 1  mgc: 2.526868e-13 
#> outer mgc:  24.27286 
#>  57:     234.41811: -6.77584 -1.80260 -1.93020 -1.96311 -2.24747 -2.46113 -2.55938 -3.02892 -10.5187 -13.9901 -0.975339 -0.625746 -1.38220 -1.79204 -0.617257 -1.28382 -1.23007 0.878594  1.65396
#> iter: 1  value: -226.2729 mgc: 5.436528 ustep: 1 
#> iter: 2  value: -226.2732 mgc: 0.02661691 ustep: 1 
#> iter: 3  value: -226.2732 mgc: 2.189867e-06 ustep: 1 
#> iter: 4  mgc: 2.344513e-13 
#> iter: 1  mgc: 2.344513e-13 
#> outer mgc:  26.01495 
#>  58:     224.46534: -6.68330 -1.84058 -1.79356 -1.88635 -2.04668 -2.23740 -2.59143 -2.67674 -10.3821 -14.7754 -0.950251 -0.619929 -1.38607 -1.76996 -0.622582 -1.30650 -1.19639 0.499982  1.65860
#> iter: 1  value: -225.0864 mgc: 5.852736 ustep: 1 
#> iter: 2  value: -225.0867 mgc: 0.02807385 ustep: 1 
#> iter: 3  value: -225.0867 mgc: 2.151257e-06 ustep: 1 
#> iter: 4  mgc: 2.271516e-13 
#> iter: 1  value: -231.4924 mgc: 3.476877 ustep: 1 
#> iter: 2  value: -231.4924 mgc: 0.004774861 ustep: 1 
#> iter: 3  value: -231.4924 mgc: 4.960289e-08 ustep: 1 
#> mgc: 2.78888e-13 
#> iter: 1  mgc: 2.78888e-13 
#> outer mgc:  18.59683 
#>  59:     220.94253: -6.65476 -1.79641 -1.81703 -1.82277 -2.04551 -2.24553 -2.34611 -2.76157 -10.4600 -14.8777 -0.939591 -0.617503 -1.40110 -1.78147 -0.629024 -1.31836 -1.17624 0.324951  1.65491
#> iter: 1  value: -234.5052 mgc: 2.300451 ustep: 1 
#> iter: 2  value: -234.5052 mgc: 0.002512284 ustep: 1 
#> iter: 3  value: -234.5052 mgc: 2.006456e-08 ustep: 1 
#> mgc: 2.194911e-13 
#> iter: 1  mgc: 2.194911e-13 
#> outer mgc:  17.1191 
#>  60:     216.65087: -6.69249 -1.89226 -1.85352 -1.89150 -2.05780 -2.22835 -2.48986 -2.68386 -10.4927 -14.6104 -0.939162 -0.613562 -1.41568 -1.76536 -0.632505 -1.32408 -1.15896 0.248280  1.65026
#> iter: 1  value: -236.2125 mgc: 2.900023 ustep: 1 
#> iter: 2  value: -236.2125 mgc: 0.01408111 ustep: 1 
#> iter: 3  value: -236.2125 mgc: 7.412505e-07 ustep: 1 
#> iter: 4  mgc: 2.382261e-13 
#> iter: 1  value: -238.93 mgc: 2.171608 ustep: 1 
#> iter: 2  value: -238.93 mgc: 0.001644609 ustep: 1 
#> iter: 3  value: -238.93 mgc: 1.550874e-08 ustep: 1 
#> mgc: 2.629008e-13 
#> iter: 1  mgc: 2.629008e-13 
#> outer mgc:  21.38179 
#>  61:     213.69580: -6.69553 -1.91440 -1.89954 -1.89274 -2.08345 -2.27300 -2.35419 -2.76422 -10.5349 -14.4594 -0.937384 -0.613653 -1.41846 -1.76890 -0.637775 -1.34492 -1.14503 0.0122615  1.64873
#> iter: 1  value: -240.6288 mgc: 2.846181 ustep: 1 
#> iter: 2  value: -240.6289 mgc: 0.0138144 ustep: 1 
#> iter: 3  value: -240.6289 mgc: 6.799435e-07 ustep: 1 
#> iter: 4  mgc: 2.179923e-13 
#> iter: 1  value: -241.4081 mgc: 1.974102 ustep: 1 
#> iter: 2  value: -241.4081 mgc: 0.002982863 ustep: 1 
#> iter: 3  value: -241.4081 mgc: 3.6016e-08 ustep: 1 
#> mgc: 2.44027e-13 
#> iter: 1  mgc: 2.44027e-13 
#> outer mgc:  12.31044 
#>  62:     210.30148: -6.65756 -1.88965 -1.85381 -1.88032 -2.04189 -2.19581 -2.43381 -2.64624 -10.4892 -14.6492 -0.933875 -0.617809 -1.41896 -1.76482 -0.638512 -1.31893 -1.14605 -0.169081  1.65855
#> iter: 1  value: -244.5177 mgc: 2.765156 ustep: 1 
#> iter: 2  value: -244.5177 mgc: 0.007969463 ustep: 1 
#> iter: 3  value: -244.5177 mgc: 2.355039e-07 ustep: 1 
#> iter: 4  mgc: 2.460254e-13 
#> iter: 1  mgc: 2.460254e-13 
#> outer mgc:  12.87486 
#>  63:     209.68898: -6.72882 -1.96844 -1.92097 -1.92959 -2.08904 -2.28139 -2.45479 -2.73823 -10.6074 -14.0725 -0.926288 -0.626170 -1.42560 -1.76929 -0.636753 -1.35033 -1.13773 -0.347285  1.66279
#> iter: 1  value: -243.1138 mgc: 4.110487 ustep: 1 
#> iter: 2  value: -243.1138 mgc: 0.006563811 ustep: 1 
#> iter: 3  value: -243.1138 mgc: 4.820297e-07 ustep: 1 
#> iter: 4  mgc: 2.442491e-13 
#> iter: 1  mgc: 2.442491e-13 
#> outer mgc:  17.42471 
#>  64:     205.48480: -6.66686 -1.85024 -1.87260 -1.88507 -2.09422 -2.20744 -2.37456 -2.70831 -10.3738 -14.4631 -0.914862 -0.632004 -1.39591 -1.75553 -0.637807 -1.32398 -1.13279 -0.762326  1.66161
#> iter: 1  value: -242.6526 mgc: 4.414207 ustep: 1 
#> iter: 2  value: -242.6533 mgc: 0.06714703 ustep: 1 
#> iter: 3  value: -242.6533 mgc: 1.661153e-05 ustep: 1 
#> iter: 4  mgc: 1.163514e-12 
#> iter: 1  value: -247.1272 mgc: 1.227091 ustep: 1 
#> iter: 2  value: -247.1272 mgc: 0.0007084528 ustep: 1 
#> iter: 3  mgc: 3.667273e-09 
#> iter: 1  mgc: 3.667273e-09 
#> outer mgc:  4.819222 
#>  65:     203.36656: -6.66953 -1.84948 -1.84185 -1.88435 -2.04402 -2.21797 -2.43017 -2.65893 -10.4748 -14.4027 -0.919640 -0.633357 -1.41125 -1.75368 -0.637653 -1.33888 -1.12650 -0.782312  1.65851
#> iter: 1  value: -247.4729 mgc: 1.285416 ustep: 1 
#> iter: 2  value: -247.4729 mgc: 0.000761605 ustep: 1 
#> iter: 3  mgc: 1.264633e-09 
#> iter: 1  value: -247.6612 mgc: 0.6021967 ustep: 1 
#> iter: 2  value: -247.6612 mgc: 0.00016919 ustep: 1 
#> iter: 3  mgc: 6.257128e-11 
#> iter: 1  mgc: 6.257128e-11 
#> outer mgc:  3.451336 
#>  66:     203.02678: -6.66501 -1.87746 -1.85461 -1.86453 -2.04600 -2.20890 -2.40027 -2.67702 -10.4815 -14.3636 -0.922722 -0.634835 -1.41290 -1.75257 -0.637194 -1.34639 -1.13110 -0.814205  1.65223
#> iter: 1  value: -247.0176 mgc: 0.6215022 ustep: 1 
#> iter: 2  value: -247.0176 mgc: 0.0002910204 ustep: 1 
#> iter: 3  mgc: 1.195392e-10 
#> iter: 1  mgc: 1.195392e-10 
#> outer mgc:  2.979586 
#>  67:     202.85608: -6.65351 -1.86097 -1.83774 -1.87375 -2.02041 -2.20145 -2.40920 -2.64442 -10.4911 -14.3496 -0.923336 -0.640982 -1.41761 -1.74591 -0.635357 -1.34883 -1.13532 -0.862078  1.64489
#> iter: 1  value: -245.7694 mgc: 0.6136477 ustep: 1 
#> iter: 2  value: -245.7694 mgc: 0.0004699427 ustep: 1 
#> iter: 3  mgc: 6.852101e-10 
#> iter: 1  mgc: 6.852101e-10 
#> outer mgc:  2.029581 
#>  68:     202.65536: -6.63524 -1.85073 -1.83013 -1.84594 -2.02257 -2.17804 -2.38249 -2.63839 -10.4559 -14.3199 -0.926761 -0.650602 -1.41205 -1.74080 -0.632496 -1.34796 -1.13772 -0.883352  1.63663
#> iter: 1  value: -247.1845 mgc: 0.6252408 ustep: 1 
#> iter: 2  value: -247.1845 mgc: 0.0003957892 ustep: 1 
#> iter: 3  mgc: 6.133949e-10 
#> iter: 1  mgc: 6.133949e-10 
#> outer mgc:  4.032042 
#>  69:     202.61987: -6.62334 -1.82844 -1.80857 -1.83644 -1.98722 -2.17947 -2.35381 -2.62646 -10.4626 -14.3210 -0.930703 -0.651603 -1.41745 -1.74202 -0.634020 -1.35583 -1.14144 -0.925838  1.63471
#> iter: 1  value: -244.8033 mgc: 0.6371171 ustep: 1 
#> iter: 2  value: -244.8033 mgc: 0.000546944 ustep: 1 
#> iter: 3  mgc: 1.033094e-09 
#> iter: 1  mgc: 1.033094e-09 
#> outer mgc:  4.064391 
#>  70:     202.46878: -6.61132 -1.82078 -1.79402 -1.82183 -1.97390 -2.14119 -2.36210 -2.59391 -10.4344 -14.2942 -0.933864 -0.644140 -1.41644 -1.73106 -0.635993 -1.35054 -1.14511 -0.935862  1.62294
#> iter: 1  value: -245.4264 mgc: 0.8387518 ustep: 1 
#> iter: 2  value: -245.4264 mgc: 0.0003983801 ustep: 1 
#> iter: 3  mgc: 8.306641e-10 
#> iter: 1  mgc: 8.306641e-10 
#> outer mgc:  3.939819 
#>  71:     202.45378: -6.58717 -1.80923 -1.78991 -1.78694 -1.98193 -2.12818 -2.31131 -2.59551 -10.4149 -14.2853 -0.934896 -0.646533 -1.41082 -1.73742 -0.635926 -1.35216 -1.14391 -0.945157  1.62284
#> iter: 1  value: -245.4419 mgc: 0.3303159 ustep: 1 
#> iter: 2  value: -245.4419 mgc: 9.126391e-05 ustep: 1 
#> iter: 3  mgc: 3.469086e-11 
#> iter: 1  mgc: 3.469086e-11 
#> outer mgc:  0.7741606 
#>  72:     202.31246: -6.58415 -1.80263 -1.77892 -1.79884 -1.96189 -2.12546 -2.32557 -2.57661 -10.4153 -14.2791 -0.935234 -0.647438 -1.41361 -1.73590 -0.635964 -1.35159 -1.14479 -0.948367  1.62109
#> iter: 1  value: -245.3795 mgc: 0.3478868 ustep: 1 
#> iter: 2  value: -245.3795 mgc: 0.000127421 ustep: 1 
#> iter: 3  mgc: 6.151271e-11 
#> iter: 1  mgc: 6.151271e-11 
#> outer mgc:  1.473726 
#>  73:     202.26611: -6.57602 -1.79191 -1.77369 -1.78416 -1.95525 -2.11413 -2.30933 -2.57207 -10.4063 -14.2651 -0.936403 -0.649765 -1.41610 -1.73431 -0.635485 -1.35401 -1.14782 -0.960267  1.61688
#> iter: 1  value: -245.3241 mgc: 0.5158818 ustep: 1 
#> iter: 2  value: -245.3241 mgc: 0.0008983711 ustep: 1 
#> iter: 3  mgc: 3.498579e-09 
#> iter: 1  value: -246.2358 mgc: 1.501823 ustep: 1 
#> iter: 2  value: -246.2358 mgc: 0.007590922 ustep: 1 
#> iter: 3  value: -246.2358 mgc: 2.477182e-07 ustep: 1 
#> iter: 4  mgc: 2.700062e-13 
#> iter: 1  value: -249.042 mgc: 6.051362 ustep: 1 
#> iter: 2  value: -249.0499 mgc: 0.1439669 ustep: 1 
#> iter: 3  value: -249.0499 mgc: 0.0001052933 ustep: 1 
#> iter: 4  mgc: 6.158096e-11 
#> iter: 1  mgc: 6.158096e-11 
#> outer mgc:  11.31223 
#>  74:     200.80403: -6.20276 -1.49308 -1.40953 -1.38330 -1.61773 -1.70385 -1.89753 -2.12465 -10.0806 -13.9582 -0.967360 -0.663580 -1.40844 -1.74558 -0.658881 -1.36626 -1.15451 -1.01481  1.58777
#> iter: 1  value: -254.5399 mgc: 23.5967 ustep: 1 
#> iter: 2  value: -259.4766 mgc: 3.85769 ustep: 1 
#> iter: 3  value: -259.4808 mgc: 0.121422 ustep: 1 
#> iter: 4  value: -259.4808 mgc: 0.0003793811 ustep: 1 
#> iter: 5  mgc: 1.369375e-09 
#> iter: 1  value: 4880.884 mgc: 78.50725 ustep: 0.1336527 
#> iter: 2  value: 1830.565 mgc: 1392.328 ustep: 0.3656489 
#> iter: 3  value: 1291.88 mgc: 397.0308 ustep: 0.6047286 
#> iter: 4  value: 1196.644 mgc: 152.598 ustep: 0.7776652 
#> iter: 5  value: 1186.624 mgc: 46.74395 ustep: 0.8818651 
#> iter: 6  value: 1186.373 mgc: 7.791282 ustep: 0.9390828 
#> iter: 7  value: 1186.373 mgc: 0.2917598 ustep: 0.969066 
#> iter: 8  value: 1186.373 mgc: 0.0004788979 ustep: 0.984413 
#> iter: 9  value: 1186.373 mgc: 3.302259e-07 ustep: 0.9921767 
#> iter: 10  mgc: 1.988492e-09 
#> iter: 1  mgc: 1.369375e-09 
#> outer mgc:  23.62966 
#>  75:     192.70173: -5.15198 -0.614955 -0.421697 -0.312042 -0.593685 -0.587578 -0.739963 -0.916545 -9.16627 -13.0766 -1.02820 -0.664201 -1.42007 -1.75127 -0.678929 -1.38054 -1.17023 -1.14634  1.51117
#> iter: 1  value: 3160.221 mgc: 49.58408 ustep: 0.4367355 
#> iter: 2  value: 665.3024 mgc: 658.7087 ustep: 0.6608936 
#> iter: 3  value: 158.7354 mgc: 201.166 ustep: 0.8129723 
#> iter: 4  value: 60.54585 mgc: 73.82437 ustep: 0.9016596 
#> iter: 5  value: 52.00882 mgc: 20.98796 ustep: 0.9495626 
#> iter: 6  value: 51.88574 mgc: 2.807289 ustep: 0.9744576 
#> iter: 7  value: 51.88569 mgc: 0.06211556 ustep: 0.9871475 
#> iter: 8  value: 51.88569 mgc: 3.786837e-05 ustep: 0.9935536 
#> iter: 9  mgc: 2.664112e-09 
#> iter: 1  value: -263.1113 mgc: 5.026129 ustep: 1 
#> iter: 2  value: -263.1599 mgc: 0.198795 ustep: 1 
#> iter: 3  value: -263.1599 mgc: 0.0008600085 ustep: 1 
#> iter: 4  value: -263.1599 mgc: 1.666584e-08 ustep: 1 
#> mgc: 2.469136e-13 
#> iter: 1  mgc: 2.469136e-13 
#> outer mgc:  24.08432 
#>  76:     189.68030: -4.93752 -0.429718 -0.233694 -0.119206 -0.373481 -0.368606 -0.505469 -0.667493 -8.98887 -12.9021 -1.03542 -0.664497 -1.43735 -1.75032 -0.681436 -1.37941 -1.17206 -1.16960  1.49480
#> iter: 1  value: -202.4227 mgc: 22.00633 ustep: 1 
#> iter: 2  value: -202.697 mgc: 1.603614 ustep: 1 
#> iter: 3  value: -202.6971 mgc: 0.03297971 ustep: 1 
#> iter: 4  value: -202.6971 mgc: 2.078969e-05 ustep: 1 
#> iter: 5  mgc: 6.104783e-12 
#> iter: 1  value: -271.8149 mgc: 3.646308 ustep: 1 
#> iter: 2  value: -271.8152 mgc: 0.04016352 ustep: 1 
#> iter: 3  value: -271.8152 mgc: 1.85058e-05 ustep: 1 
#> iter: 4  mgc: 1.943334e-12 
#> iter: 1  mgc: 1.943334e-12 
#> outer mgc:  10.27746 
#>  77:     184.06221: -4.90588 -0.355902 -0.298775 -0.263685 -0.274527 -0.392124 -0.479609 -0.592420 -9.02054 -12.9086 -0.999952 -0.662780 -1.55300 -1.73815 -0.669112 -1.36054 -1.16735 -1.15033  1.49427
#> iter: 1  value: -285.3616 mgc: 3.022192 ustep: 1 
#> iter: 2  value: -285.3624 mgc: 0.05556201 ustep: 1 
#> iter: 3  value: -285.3624 mgc: 4.149847e-05 ustep: 1 
#> iter: 4  mgc: 1.833644e-11 
#> iter: 1  mgc: 1.833644e-11 
#> outer mgc:  23.01971 
#>  78:     182.47200: -4.87216 -0.417702 -0.337493 -0.209873 -0.381811 -0.303108 -0.382840 -0.501560 -9.01893 -12.9236 -0.980712 -0.663803 -1.67675 -1.73775 -0.652937 -1.38358 -1.16122 -1.11488  1.51742
#> iter: 1  value: -285.8851 mgc: 3.052018 ustep: 1 
#> iter: 2  value: -285.8874 mgc: 0.0681079 ustep: 1 
#> iter: 3  value: -285.8874 mgc: 0.0001221851 ustep: 1 
#> iter: 4  mgc: 1.747833e-10 
#> iter: 1  mgc: 1.747833e-10 
#> outer mgc:  7.566694 
#>  79:     179.22617: -4.80134 -0.371712 -0.278265 -0.217381 -0.208416 -0.265025 -0.294466 -0.388664 -9.00705 -12.9023 -0.978911 -0.663358 -1.68774 -1.71825 -0.648606 -1.35569 -1.15606 -1.09909  1.51821
#> iter: 1  value: -295.7796 mgc: 4.47093 ustep: 1 
#> iter: 2  value: -295.8584 mgc: 0.4761009 ustep: 1 
#> iter: 3  value: -295.8584 mgc: 0.003849439 ustep: 1 
#> iter: 4  value: -295.8584 mgc: 1.850165e-07 ustep: 1 
#> iter: 5  mgc: 4.294343e-13 
#> iter: 1  value: -295.927 mgc: 7.06292 ustep: 1 
#> iter: 2  value: -297.2038 mgc: 2.485095 ustep: 1 
#> iter: 3  value: -297.2049 mgc: 0.1110587 ustep: 1 
#> iter: 4  value: -297.2049 mgc: 0.0001676536 ustep: 1 
#> iter: 5  mgc: 3.764749e-10 
#> iter: 1  mgc: 3.764749e-10 
#> outer mgc:  26.43212 
#>  80:     172.41069: -4.29941 -0.0916132 0.0318505 0.223366 0.200516 0.290355 0.317261 0.225136 -8.70292 -12.6244 -1.00596 -0.653796 -1.78845 -1.66383 -0.633573 -1.37122 -1.12140 -1.06862  1.48455
#> iter: 1  value: -20.22358 mgc: 26.67408 ustep: 1 
#> iter: 2  value: -250.9567 mgc: 154.8237 ustep: 1 
#> iter: 3  value: -286.456 mgc: 45.5921 ustep: 1 
#> iter: 4  value: -288.498 mgc: 10.39774 ustep: 1 
#> iter: 5  value: -288.5086 mgc: 0.7434939 ustep: 1 
#> iter: 6  value: -288.5086 mgc: 0.00426641 ustep: 1 
#> iter: 7  value: -288.5086 mgc: 1.535395e-07 ustep: 1 
#> mgc: 4.249934e-13 
#> iter: 1  value: -310.2553 mgc: 3.00397 ustep: 1 
#> iter: 2  value: -310.2594 mgc: 0.1814172 ustep: 1 
#> iter: 3  value: -310.2594 mgc: 0.0005821772 ustep: 1 
#> iter: 4  mgc: 5.564128e-09 
#> iter: 1  mgc: 5.564128e-09 
#> outer mgc:  12.47406 
#>  81:     169.20175: -4.31189 -0.0763548 0.0385915 0.138012 0.189090 0.223543 0.256227 0.379597 -8.73622 -12.6446 -1.02173 -0.660633 -1.83183 -1.67658 -0.631375 -1.37077 -1.12805 -1.06558  1.51061
#> iter: 1  value: -325.9441 mgc: 2.893596 ustep: 1 
#> iter: 2  value: -325.9455 mgc: 0.09384114 ustep: 1 
#> iter: 3  value: -325.9455 mgc: 0.000207897 ustep: 1 
#> iter: 4  mgc: 8.545255e-10 
#> iter: 1  mgc: 8.545255e-10 
#> outer mgc:  8.15124 
#>  82:     168.23377: -4.31705 -0.117685 -0.0202771 0.169137 0.156543 0.294264 0.380995 0.426249 -8.77138 -12.6952 -1.02283 -0.696769 -1.89982 -1.68643 -0.639930 -1.36723 -1.13283 -1.05589  1.57765
#> iter: 1  value: -328.6732 mgc: 2.890587 ustep: 1 
#> iter: 2  value: -328.6746 mgc: 0.1460109 ustep: 1 
#> iter: 3  value: -328.6746 mgc: 0.0002640566 ustep: 1 
#> iter: 4  mgc: 1.094781e-09 
#> iter: 1  mgc: 1.094781e-09 
#> outer mgc:  6.135686 
#>  83:     167.98732: -4.39421 -0.176300 -0.00568997 0.114120 0.176806 0.248974 0.301797 0.371181 -8.81890 -12.7540 -0.981509 -0.731559 -1.96254 -1.64842 -0.633270 -1.32186 -1.14752 -1.04804  1.63844
#> iter: 1  value: -328.5402 mgc: 2.354379 ustep: 1 
#> iter: 2  value: -328.5452 mgc: 0.2517745 ustep: 1 
#> iter: 3  value: -328.5452 mgc: 0.001015325 ustep: 1 
#> iter: 4  value: -328.5452 mgc: 1.349816e-08 ustep: 1 
#> mgc: 4.884981e-13 
#> iter: 1  value: -331.6944 mgc: 0.966842 ustep: 1 
#> iter: 2  value: -331.6944 mgc: 0.02603713 ustep: 1 
#> iter: 3  value: -331.6944 mgc: 1.001434e-05 ustep: 1 
#> iter: 4  mgc: 1.254108e-12 
#> iter: 1  mgc: 1.254108e-12 
#> outer mgc:  3.131887 
#>  84:     167.55442: -4.36746 -0.159371 -0.0350965 0.122230 0.159027 0.235076 0.327904 0.404200 -8.79457 -12.7143 -0.979952 -0.724482 -1.97680 -1.65437 -0.640721 -1.35231 -1.15750 -1.03502  1.63222
#> iter: 1  value: -331.5399 mgc: 0.9287581 ustep: 1 
#> iter: 2  value: -331.5399 mgc: 0.007704394 ustep: 1 
#> iter: 3  value: -331.5399 mgc: 1.482021e-06 ustep: 1 
#> iter: 4  mgc: 3.756995e-13 
#> iter: 1  value: -331.7277 mgc: 0.4308506 ustep: 1 
#> iter: 2  value: -331.7277 mgc: 0.0008838052 ustep: 1 
#> iter: 3  value: -331.7277 mgc: 1.287325e-08 ustep: 1 
#> mgc: 3.410605e-13 
#> iter: 1  mgc: 3.410605e-13 
#> outer mgc:  2.449023 
#>  85:     167.51857: -4.35694 -0.154598 -0.0158827 0.112231 0.160880 0.259013 0.323796 0.397167 -8.80149 -12.7150 -0.979986 -0.720924 -1.98019 -1.65483 -0.641567 -1.34635 -1.16308 -1.02849  1.62997
#> iter: 1  value: -332.4861 mgc: 0.4074901 ustep: 1 
#> iter: 2  value: -332.4861 mgc: 0.004308336 ustep: 1 
#> iter: 3  value: -332.4861 mgc: 3.551683e-07 ustep: 1 
#> iter: 4  mgc: 5.155876e-13 
#> iter: 1  mgc: 5.155876e-13 
#> outer mgc:  1.060942 
#>  86:     167.46408: -4.34366 -0.149871 -0.0168779 0.125677 0.173692 0.253410 0.335692 0.415569 -8.79171 -12.7091 -0.980970 -0.709324 -1.98531 -1.66002 -0.644185 -1.34343 -1.16641 -1.02516  1.62550
#> iter: 1  value: -331.2944 mgc: 0.9280322 ustep: 1 
#> iter: 2  value: -331.2944 mgc: 0.001192809 ustep: 1 
#> iter: 3  mgc: 5.731144e-09 
#> iter: 1  value: -332.9273 mgc: 0.1477072 ustep: 1 
#> iter: 2  value: -332.9273 mgc: 5.119212e-05 ustep: 1 
#> iter: 3  mgc: 3.836337e-11 
#> iter: 1  mgc: 3.836337e-11 
#> outer mgc:  0.9358055 
#>  87:     167.45689: -4.34076 -0.148790 -0.0177489 0.127596 0.166855 0.260846 0.338005 0.413392 -8.79167 -12.7084 -0.983246 -0.709197 -1.98693 -1.65901 -0.644195 -1.34643 -1.16971 -1.02126  1.62569
#> iter: 1  value: -332.3881 mgc: 0.2338707 ustep: 1 
#> iter: 2  value: -332.3881 mgc: 0.0003353921 ustep: 1 
#> iter: 3  mgc: 1.594557e-09 
#> iter: 1  mgc: 1.594557e-09 
#> outer mgc:  0.3073223 
#>  88:     167.45039: -4.33880 -0.148311 -0.0152766 0.126990 0.172666 0.258721 0.339382 0.418209 -8.79094 -12.7077 -0.985971 -0.710713 -1.98811 -1.65164 -0.643764 -1.34790 -1.17174 -1.01690  1.62351
#> iter: 1  value: -333.4255 mgc: 0.2302157 ustep: 1 
#> iter: 2  value: -333.4255 mgc: 0.0001004639 ustep: 1 
#> iter: 3  mgc: 8.174794e-11 
#> iter: 1  mgc: 8.174794e-11 
#> outer mgc:  0.3000414 
#>  89:     167.44786: -4.33718 -0.147548 -0.0148759 0.129265 0.173037 0.261164 0.339980 0.418680 -8.78907 -12.7061 -0.988185 -0.714443 -1.98983 -1.65915 -0.644791 -1.34304 -1.17664 -1.01220  1.62306
#> iter: 1  value: -333.0047 mgc: 0.2014773 ustep: 1 
#> iter: 2  value: -333.0047 mgc: 0.0001890199 ustep: 1 
#> iter: 3  mgc: 4.915446e-10 
#> iter: 1  mgc: 4.915446e-10 
#> outer mgc:  0.425712 
#>  90:     167.44657: -4.33487 -0.146907 -0.0162807 0.129334 0.171222 0.260938 0.343243 0.420618 -8.79133 -12.7080 -0.988570 -0.708078 -1.99229 -1.65428 -0.644182 -1.34756 -1.17962 -1.00736  1.61949
#> iter: 1  value: -333.1656 mgc: 0.2896099 ustep: 1 
#> iter: 2  value: -333.1656 mgc: 8.274036e-05 ustep: 1 
#> iter: 3  mgc: 1.336377e-10 
#> iter: 1  value: -333.0199 mgc: 0.06214588 ustep: 1 
#> iter: 2  value: -333.0199 mgc: 1.520976e-05 ustep: 1 
#> iter: 3  mgc: 4.209522e-12 
#> iter: 1  mgc: 4.209522e-12 
#> outer mgc:  0.2243897 
#>  91:     167.44524: -4.33496 -0.148448 -0.0150324 0.128363 0.173835 0.261369 0.340988 0.421004 -8.79010 -12.7076 -0.989228 -0.708412 -1.99208 -1.65418 -0.644213 -1.34529 -1.17995 -1.00709  1.62011
#> iter: 1  value: -333.1738 mgc: 0.1188129 ustep: 1 
#> iter: 2  value: -333.1738 mgc: 2.410588e-05 ustep: 1 
#> iter: 3  mgc: 6.7919e-12 
#> iter: 1  mgc: 6.7919e-12 
#> outer mgc:  0.1673713 
#>  92:     167.44521: -4.33516 -0.147578 -0.0143027 0.129770 0.172892 0.261378 0.342565 0.420140 -8.78939 -12.7062 -0.989562 -0.710490 -1.99260 -1.65245 -0.644451 -1.34490 -1.18078 -1.00693  1.62272
#> iter: 1  value: -333.2904 mgc: 0.0348062 ustep: 1 
#> iter: 2  value: -333.2904 mgc: 1.934389e-05 ustep: 1 
#> iter: 3  mgc: 5.823786e-12 
#> iter: 1  mgc: 5.823786e-12 
#> outer mgc:  0.1659818 
#>  93:     167.44491: -4.33478 -0.147156 -0.0151749 0.129248 0.173678 0.261679 0.341552 0.421277 -8.78971 -12.7066 -0.989321 -0.710614 -1.99288 -1.65338 -0.644464 -1.34560 -1.18095 -1.00670  1.62255
#> iter: 1  value: -333.2805 mgc: 0.07839555 ustep: 1 
#> iter: 2  value: -333.2805 mgc: 2.819603e-06 ustep: 1 
#> iter: 3  mgc: 4.442557e-13 
#> iter: 1  mgc: 4.442557e-13 
#> outer mgc:  0.07631744 
#>  94:     167.44480: -4.33469 -0.147619 -0.0146718 0.129266 0.173379 0.261622 0.342528 0.421083 -8.79000 -12.7068 -0.989125 -0.710300 -1.99304 -1.65477 -0.644554 -1.34527 -1.18116 -1.00638  1.62105
#> iter: 1  value: -333.3213 mgc: 0.03199395 ustep: 1 
#> iter: 2  value: -333.3213 mgc: 3.665691e-06 ustep: 1 
#> iter: 3  mgc: 4.218847e-13 
#> iter: 1  value: -333.2625 mgc: 0.010314 ustep: 1 
#> iter: 2  value: -333.2625 mgc: 1.549262e-07 ustep: 1 
#> iter: 3  mgc: 3.259615e-13 
#> iter: 1  mgc: 3.259615e-13 
#> outer mgc:  0.02922481 
#>  95:     167.44475: -4.33460 -0.147586 -0.0150537 0.129408 0.173442 0.261748 0.342168 0.421267 -8.78984 -12.7069 -0.989216 -0.710260 -1.99296 -1.65457 -0.644544 -1.34507 -1.18123 -1.00628  1.62115
#> iter: 1  value: -333.2852 mgc: 0.01771874 ustep: 1 
#> iter: 2  value: -333.2852 mgc: 1.691873e-07 ustep: 1 
#> iter: 3  mgc: 5.537792e-13 
#> iter: 1  mgc: 5.537792e-13 
#> outer mgc:  0.03942717 
#>  96:     167.44474: -4.33443 -0.147607 -0.0149097 0.129312 0.173444 0.261736 0.342465 0.421179 -8.78991 -12.7070 -0.989313 -0.709961 -1.99290 -1.65440 -0.644594 -1.34506 -1.18138 -1.00611  1.62157
#> iter: 1  value: -333.2778 mgc: 0.01081539 ustep: 1 
#> iter: 2  value: -333.2778 mgc: 1.71786e-06 ustep: 1 
#> iter: 3  mgc: 4.045653e-13 
#> iter: 1  mgc: 4.045653e-13 
#> outer mgc:  0.02944055 
#>  97:     167.44474: -4.33442 -0.147592 -0.0147930 0.129450 0.173488 0.261901 0.342430 0.421511 -8.78983 -12.7069 -0.989119 -0.710119 -1.99298 -1.65415 -0.644463 -1.34516 -1.18156 -1.00584  1.62184
#> iter: 1  value: -333.2908 mgc: 0.007363089 ustep: 1 
#> iter: 2  value: -333.2908 mgc: 1.532354e-06 ustep: 1 
#> iter: 3  mgc: 4.63185e-13 
#> iter: 1  value: -333.287 mgc: 0.003520262 ustep: 1 
#> iter: 2  value: -333.287 mgc: 1.46816e-07 ustep: 1 
#> mgc: 5.391243e-13 
#> iter: 1  mgc: 5.391243e-13 
#> outer mgc:  0.0158172 
#>  98:     167.44473: -4.33437 -0.147544 -0.0149830 0.129454 0.173585 0.261836 0.342490 0.421425 -8.78982 -12.7069 -0.989149 -0.710118 -1.99301 -1.65419 -0.644474 -1.34510 -1.18158 -1.00580  1.62184
#> iter: 1  value: -333.2926 mgc: 0.002802459 ustep: 1 
#> iter: 2  value: -333.2926 mgc: 1.218213e-07 ustep: 1 
#> iter: 3  mgc: 6.212808e-13 
#> iter: 1  mgc: 6.212808e-13 
#> outer mgc:  0.004498458 
#>  99:     167.44473: -4.33439 -0.147616 -0.0149535 0.129414 0.173500 0.261794 0.342363 0.421362 -8.78987 -12.7070 -0.989196 -0.710041 -1.99303 -1.65424 -0.644563 -1.34509 -1.18162 -1.00571  1.62178
#> iter: 1  value: -333.2868 mgc: 0.003193784 ustep: 1 
#> iter: 2  mgc: 7.788166e-09 
#> iter: 1  value: -333.293 mgc: 0.001260446 ustep: 1 
#> iter: 2  mgc: 7.980207e-09 
#> iter: 1  value: -333.2928 mgc: 0.0005981356 ustep: 1 
#> iter: 2  mgc: 1.797115e-09 
#> iter: 1  mgc: 1.797115e-09 
#> outer mgc:  0.002671636 
#> 100:     167.44473: -4.33439 -0.147608 -0.0149547 0.129396 0.173492 0.261805 0.342389 0.421350 -8.78987 -12.7070 -0.989192 -0.710051 -1.99304 -1.65425 -0.644555 -1.34508 -1.18163 -1.00569  1.62178
#> iter: 1  value: -333.2943 mgc: 0.0005902048 ustep: 1 
#> iter: 2  mgc: 4.147604e-09 
#> iter: 1  mgc: 4.147604e-09 
#> outer mgc:  0.003926587 
#> 101:     167.44473: -4.33438 -0.147614 -0.0149589 0.129406 0.173497 0.261800 0.342371 0.421372 -8.78987 -12.7070 -0.989191 -0.710065 -1.99305 -1.65426 -0.644544 -1.34508 -1.18163 -1.00566  1.62177
#> iter: 1  value: -333.2922 mgc: 0.001459419 ustep: 1 
#> iter: 2  mgc: 2.843849e-09 
#> iter: 1  mgc: 2.843849e-09 
#> outer mgc:  0.001822165 
#> 102:     167.44473: -4.33438 -0.147629 -0.0149539 0.129404 0.173491 0.261802 0.342384 0.421352 -8.78988 -12.7070 -0.989206 -0.710138 -1.99305 -1.65424 -0.644526 -1.34508 -1.18163 -1.00564  1.62174
#> iter: 1  value: -333.2951 mgc: 0.001413151 ustep: 1 
#> iter: 2  mgc: 5.301692e-09 
#> iter: 1  value: -333.2939 mgc: 0.0005192793 ustep: 1 
#> iter: 2  mgc: 2.06576e-09 
#> iter: 1  mgc: 2.06576e-09 
#> outer mgc:  0.002001365 
#> 103:     167.44473: -4.33438 -0.147611 -0.0149649 0.129390 0.173499 0.261804 0.342382 0.421366 -8.78988 -12.7070 -0.989210 -0.710123 -1.99306 -1.65425 -0.644524 -1.34507 -1.18164 -1.00562  1.62174
#> iter: 1  value: -333.2958 mgc: 0.000453828 ustep: 1 
#> iter: 2  mgc: 1.090661e-09 
#> iter: 1  mgc: 1.090661e-09 
#> outer mgc:  0.001402065 
#> 104:     167.44473: -4.33438 -0.147616 -0.0149616 0.129406 0.173494 0.261812 0.342393 0.421367 -8.78988 -12.7070 -0.989205 -0.710095 -1.99307 -1.65426 -0.644522 -1.34507 -1.18164 -1.00561  1.62174
#> iter: 1  value: -333.296 mgc: 0.0003083809 ustep: 1 
#> iter: 2  mgc: 1.315131e-09 
#> iter: 1  mgc: 1.315131e-09 
#> outer mgc:  0.001619388 
#> 105:     167.44473: -4.33437 -0.147618 -0.0149474 0.129404 0.173502 0.261812 0.342399 0.421375 -8.78987 -12.7070 -0.989198 -0.710109 -1.99308 -1.65425 -0.644547 -1.34507 -1.18164 -1.00560  1.62175
#> iter: 1  value: -333.2968 mgc: 0.0004732299 ustep: 1 
#> iter: 2  mgc: 1.200474e-09 
#> iter: 1  value: -333.2964 mgc: 0.0001998044 ustep: 1 
#> iter: 2  mgc: 2.035009e-10 
#> iter: 1  mgc: 2.035009e-10 
#> outer mgc:  0.0009009657 
#> 106:     167.44473: -4.33437 -0.147613 -0.0149578 0.129405 0.173502 0.261815 0.342393 0.421379 -8.78987 -12.7070 -0.989203 -0.710107 -1.99307 -1.65425 -0.644538 -1.34507 -1.18165 -1.00560  1.62176
#> iter: 1  value: -333.2963 mgc: 0.0001168454 ustep: 1 
#> iter: 2  mgc: 1.902016e-10 
#> iter: 1  mgc: 1.902016e-10 
#> outer mgc:  0.0005125852 
#> 107:     167.44473: -4.33437 -0.147614 -0.0149537 0.129403 0.173502 0.261810 0.342396 0.421375 -8.78987 -12.7070 -0.989204 -0.710102 -1.99307 -1.65425 -0.644523 -1.34507 -1.18165 -1.00560  1.62176
#> iter: 1  value: -333.296 mgc: 0.0001092468 ustep: 1 
#> iter: 2  mgc: 1.238676e-10 
#> 108:     167.44473: -4.33437 -0.147614 -0.0149537 0.129403 0.173502 0.261810 0.342396 0.421375 -8.78987 -12.7070 -0.989204 -0.710102 -1.99307 -1.65425 -0.644523 -1.34507 -1.18165 -1.00560  1.62176
#> iter: 1  mgc: 1.902016e-10 
#> iter: 1  mgc: 1.902016e-10 
#> outer mgc:  0.0005125852 
#> iter: 1  value: -333.2968 mgc: 0.001706019 ustep: 1 
#> iter: 2  value: -333.2968 mgc: 2.131715e-08 ustep: 1 
#> mgc: 3.614886e-13 
#> outer mgc:  0.07017049 
#> iter: 1  value: -333.2958 mgc: 0.001706019 ustep: 1 
#> iter: 2  value: -333.2958 mgc: 2.131584e-08 ustep: 1 
#> mgc: 3.166356e-13 
#> outer mgc:  0.07036467 
#> iter: 1  value: -333.2964 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2964 mgc: 1.521443e-07 ustep: 1 
#> iter: 3  mgc: 3.121947e-13 
#> outer mgc:  0.1618723 
#> iter: 1  value: -333.296 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.296 mgc: 1.521288e-07 ustep: 1 
#> iter: 3  mgc: 4.551914e-13 
#> outer mgc:  0.1617207 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.229146e-06 ustep: 1 
#> iter: 3  mgc: 4.565237e-13 
#> outer mgc:  0.2199124 
#> iter: 1  value: -333.2957 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2957 mgc: 1.228506e-06 ustep: 1 
#> iter: 3  mgc: 5.582201e-13 
#> outer mgc:  0.2195578 
#> iter: 1  value: -333.2968 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2968 mgc: 1.178571e-06 ustep: 1 
#> iter: 3  mgc: 3.159695e-13 
#> outer mgc:  0.2211451 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.177963e-06 ustep: 1 
#> iter: 3  mgc: 5.839773e-13 
#> outer mgc:  0.2218815 
#> iter: 1  value: -333.2968 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2968 mgc: 1.331866e-06 ustep: 1 
#> iter: 3  mgc: 3.224088e-13 
#> outer mgc:  0.2214605 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.331132e-06 ustep: 1 
#> iter: 3  mgc: 3.717027e-13 
#> outer mgc:  0.2208204 
#> iter: 1  value: -333.2968 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2968 mgc: 1.447861e-06 ustep: 1 
#> iter: 3  mgc: 4.289902e-13 
#> outer mgc:  0.2178739 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.446994e-06 ustep: 1 
#> iter: 3  mgc: 3.743672e-13 
#> outer mgc:  0.2188981 
#> iter: 1  value: -333.2966 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2966 mgc: 1.80015e-06 ustep: 1 
#> iter: 3  mgc: 3.193001e-13 
#> outer mgc:  0.2104465 
#> iter: 1  value: -333.2958 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2958 mgc: 1.798867e-06 ustep: 1 
#> iter: 3  mgc: 4.116707e-13 
#> outer mgc:  0.2101655 
#> iter: 1  value: -333.2966 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2966 mgc: 1.184153e-05 ustep: 1 
#> iter: 3  mgc: 2.19913e-12 
#> outer mgc:  0.147267 
#> iter: 1  value: -333.2959 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2959 mgc: 1.182156e-05 ustep: 1 
#> iter: 3  mgc: 2.19913e-12 
#> outer mgc:  0.147355 
#> iter: 1  value: -333.2966 mgc: 0.01062593 ustep: 1 
#> iter: 2  value: -333.2966 mgc: 3.380456e-07 ustep: 1 
#> iter: 3  mgc: 4.249934e-13 
#> outer mgc:  0.1767063 
#> iter: 1  value: -333.2958 mgc: 0.01062593 ustep: 1 
#> iter: 2  value: -333.2958 mgc: 3.379826e-07 ustep: 1 
#> iter: 3  mgc: 3.63265e-13 
#> outer mgc:  0.1765883 
#> iter: 1  value: -333.2966 mgc: 0.007472262 ustep: 1 
#> iter: 2  value: -333.2966 mgc: 2.317905e-07 ustep: 1 
#> iter: 3  mgc: 4.110046e-13 
#> outer mgc:  0.1187934 
#> iter: 1  value: -333.2959 mgc: 0.007472262 ustep: 1 
#> iter: 2  value: -333.2959 mgc: 2.3175e-07 ustep: 1 
#> iter: 3  mgc: 4.343192e-13 
#> outer mgc:  0.1184172 
#> iter: 1  value: -333.1929 mgc: 0.02626242 ustep: 1 
#> iter: 2  value: -333.1929 mgc: 5.145017e-07 ustep: 1 
#> iter: 3  mgc: 3.517187e-13 
#> outer mgc:  0.07859371 
#> iter: 1  value: -333.3997 mgc: 0.026315 ustep: 1 
#> iter: 2  value: -333.3997 mgc: 5.154156e-07 ustep: 1 
#> iter: 3  mgc: 3.287925e-13 
#> outer mgc:  0.07873186 
#> iter: 1  value: -333.2936 mgc: 0.01464721 ustep: 1 
#> iter: 2  value: -333.2936 mgc: 2.077272e-08 ustep: 1 
#> mgc: 4.112266e-13 
#> outer mgc:  0.02861136 
#> iter: 1  value: -333.299 mgc: 0.01467653 ustep: 1 
#> iter: 2  value: -333.299 mgc: 2.083e-08 ustep: 1 
#> mgc: 3.606004e-13 
#> outer mgc:  0.02856361 
#> iter: 1  value: -333.1836 mgc: 0.02122111 ustep: 1 
#> iter: 2  value: -333.1836 mgc: 1.554966e-06 ustep: 1 
#> iter: 3  mgc: 4.574119e-13 
#> outer mgc:  0.05249009 
#> iter: 1  value: -333.409 mgc: 0.0212636 ustep: 1 
#> iter: 2  value: -333.409 mgc: 1.558626e-06 ustep: 1 
#> iter: 3  mgc: 5.402345e-13 
#> outer mgc:  0.05241999 
#> iter: 1  value: -333.1873 mgc: 0.02569488 ustep: 1 
#> iter: 2  value: -333.1873 mgc: 1.144447e-06 ustep: 1 
#> iter: 3  mgc: 4.054534e-13 
#> outer mgc:  0.08226291 
#> iter: 1  value: -333.4053 mgc: 0.02574632 ustep: 1 
#> iter: 2  value: -333.4053 mgc: 1.145373e-06 ustep: 1 
#> iter: 3  mgc: 4.092282e-13 
#> outer mgc:  0.08233307 
#> iter: 1  value: -333.296 mgc: 0.002474377 ustep: 1 
#> iter: 2  value: -333.296 mgc: 3.148051e-08 ustep: 1 
#> mgc: 3.872458e-13 
#> outer mgc:  0.037938 
#> iter: 1  value: -333.2966 mgc: 0.00247933 ustep: 1 
#> iter: 2  value: -333.2966 mgc: 3.160221e-08 ustep: 1 
#> mgc: 4.427569e-13 
#> outer mgc:  0.03744565 
#> iter: 1  value: -333.2597 mgc: 0.01703845 ustep: 1 
#> iter: 2  value: -333.2597 mgc: 2.323142e-06 ustep: 1 
#> iter: 3  mgc: 4.209966e-13 
#> outer mgc:  0.1710651 
#> iter: 1  value: -333.3328 mgc: 0.01707256 ustep: 1 
#> iter: 2  value: -333.3328 mgc: 2.326511e-06 ustep: 1 
#> iter: 3  mgc: 5.089262e-13 
#> outer mgc:  0.1710632 
#> iter: 1  value: -333.2932 mgc: 0.0123519 ustep: 1 
#> iter: 2  value: -333.2932 mgc: 1.660562e-08 ustep: 1 
#> mgc: 3.175238e-13 
#> outer mgc:  0.03179032 
#> iter: 1  value: -333.2994 mgc: 0.01237663 ustep: 1 
#> iter: 2  value: -333.2994 mgc: 1.665806e-08 ustep: 1 
#> mgc: 4.405365e-13 
#> outer mgc:  0.03184436 
#> iter: 1  value: -333.293 mgc: 0.01440225 ustep: 1 
#> iter: 2  value: -333.293 mgc: 8.081473e-08 ustep: 1 
#> mgc: 4.414247e-13 
#> outer mgc:  0.02941761 
#> iter: 1  value: -333.2996 mgc: 0.01443108 ustep: 1 
#> iter: 2  value: -333.2996 mgc: 8.104812e-08 ustep: 1 
#> mgc: 4.82725e-13 
#> outer mgc:  0.02961914 
#> iter: 1  value: -333.3936 mgc: 0.02594613 ustep: 1 
#> iter: 2  value: -333.3936 mgc: 2.434221e-07 ustep: 1 
#> iter: 3  mgc: 4.396483e-13 
#> outer mgc:  0.04180977 
#> iter: 1  value: -333.199 mgc: 0.02589355 ustep: 1 
#> iter: 2  value: -333.199 mgc: 2.431137e-07 ustep: 1 
#> iter: 3  mgc: 3.765876e-13 
#> outer mgc:  0.04165187 
#> iter: 1  value: -333.2962 mgc: 7.811658e-05 ustep: 1 
#> iter: 2  mgc: 5.983836e-11 
#> iter: 1  mgc: 5.983836e-11 
#> outer mgc:  2.406246e-09 
#> iter: 1  value: -333.2967 mgc: 0.001706046 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 2.131766e-08 ustep: 1 
#> mgc: 4.962697e-13 
#> outer mgc:  0.07026863 
#> iter: 1  value: -333.2957 mgc: 0.001706046 ustep: 1 
#> iter: 2  value: -333.2957 mgc: 2.131643e-08 ustep: 1 
#> mgc: 3.671508e-13 
#> outer mgc:  0.07026861 
#> iter: 1  value: -333.2964 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2964 mgc: 1.521444e-07 ustep: 1 
#> iter: 3  mgc: 4.600764e-13 
#> outer mgc:  0.1617967 
#> iter: 1  value: -333.296 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.296 mgc: 1.52129e-07 ustep: 1 
#> iter: 3  mgc: 4.596323e-13 
#> outer mgc:  0.1617963 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.229144e-06 ustep: 1 
#> iter: 3  mgc: 4.192202e-13 
#> outer mgc:  0.2197355 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.228504e-06 ustep: 1 
#> iter: 3  mgc: 4.085621e-13 
#> outer mgc:  0.2197349 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.178569e-06 ustep: 1 
#> iter: 3  mgc: 4.476419e-13 
#> outer mgc:  0.2215138 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.177962e-06 ustep: 1 
#> iter: 3  mgc: 4.697354e-13 
#> outer mgc:  0.2215132 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.331864e-06 ustep: 1 
#> iter: 3  mgc: 4.201084e-13 
#> outer mgc:  0.2211409 
#> iter: 1  value: -333.2955 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2955 mgc: 1.33113e-06 ustep: 1 
#> iter: 3  mgc: 4.236611e-13 
#> outer mgc:  0.2211402 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.447861e-06 ustep: 1 
#> iter: 3  mgc: 4.058975e-13 
#> outer mgc:  0.2183867 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.446995e-06 ustep: 1 
#> iter: 3  mgc: 3.53495e-13 
#> outer mgc:  0.2183857 
#> iter: 1  value: -333.2965 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2965 mgc: 1.800152e-06 ustep: 1 
#> iter: 3  mgc: 4.933831e-13 
#> outer mgc:  0.2103066 
#> iter: 1  value: -333.2957 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2957 mgc: 1.798869e-06 ustep: 1 
#> iter: 3  mgc: 3.813616e-13 
#> outer mgc:  0.2103056 
#> iter: 1  value: -333.2965 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2965 mgc: 1.184155e-05 ustep: 1 
#> iter: 3  mgc: 2.149392e-12 
#> outer mgc:  0.1473114 
#> iter: 1  value: -333.2959 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2959 mgc: 1.182159e-05 ustep: 1 
#> iter: 3  mgc: 2.151168e-12 
#> outer mgc:  0.1473108 
#> iter: 1  value: -333.2966 mgc: 0.01062593 ustep: 1 
#> iter: 2  value: -333.2966 mgc: 3.380448e-07 ustep: 1 
#> iter: 3  mgc: 5.608847e-13 
#> outer mgc:  0.1766477 
#> iter: 1  value: -333.2957 mgc: 0.01062593 ustep: 1 
#> iter: 2  value: -333.2957 mgc: 3.379817e-07 ustep: 1 
#> iter: 3  mgc: 4.813927e-13 
#> outer mgc:  0.1766469 
#> iter: 1  value: -333.2965 mgc: 0.007472208 ustep: 1 
#> iter: 2  value: -333.2965 mgc: 2.31787e-07 ustep: 1 
#> iter: 3  mgc: 5.400125e-13 
#> outer mgc:  0.1186051 
#> iter: 1  value: -333.2959 mgc: 0.007472208 ustep: 1 
#> iter: 2  value: -333.2959 mgc: 2.317466e-07 ustep: 1 
#> iter: 3  mgc: 4.192202e-13 
#> outer mgc:  0.1186042 
#> iter: 1  value: -333.1928 mgc: 0.02626238 ustep: 1 
#> iter: 2  value: -333.1928 mgc: 5.14503e-07 ustep: 1 
#> iter: 3  mgc: 3.828049e-13 
#> outer mgc:  0.0786511 
#> iter: 1  value: -333.3996 mgc: 0.02631496 ustep: 1 
#> iter: 2  value: -333.3996 mgc: 5.154168e-07 ustep: 1 
#> iter: 3  mgc: 4.178879e-13 
#> outer mgc:  0.0786745 
#> iter: 1  value: -333.2936 mgc: 0.01464723 ustep: 1 
#> iter: 2  value: -333.2936 mgc: 2.077278e-08 ustep: 1 
#> mgc: 4.840572e-13 
#> outer mgc:  0.02857573 
#> iter: 1  value: -333.2989 mgc: 0.01467656 ustep: 1 
#> iter: 2  value: -333.2989 mgc: 2.083004e-08 ustep: 1 
#> mgc: 3.863576e-13 
#> outer mgc:  0.02859926 
#> iter: 1  value: -333.1836 mgc: 0.02122111 ustep: 1 
#> iter: 2  value: -333.1836 mgc: 1.554973e-06 ustep: 1 
#> iter: 3  mgc: 4.072298e-13 
#> outer mgc:  0.05249249 
#> iter: 1  value: -333.4089 mgc: 0.02126359 ustep: 1 
#> iter: 2  value: -333.4089 mgc: 1.558633e-06 ustep: 1 
#> iter: 3  mgc: 3.73479e-13 
#> outer mgc:  0.05241714 
#> iter: 1  value: -333.1873 mgc: 0.02569484 ustep: 1 
#> iter: 2  value: -333.1873 mgc: 1.144451e-06 ustep: 1 
#> iter: 3  mgc: 3.941292e-13 
#> outer mgc:  0.0823399 
#> iter: 1  value: -333.4052 mgc: 0.02574628 ustep: 1 
#> iter: 2  value: -333.4052 mgc: 1.145377e-06 ustep: 1 
#> iter: 3  mgc: 4.116707e-13 
#> outer mgc:  0.08225642 
#> iter: 1  value: -333.2959 mgc: 0.002474418 ustep: 1 
#> iter: 2  value: -333.2959 mgc: 3.148145e-08 ustep: 1 
#> mgc: 4.451994e-13 
#> outer mgc:  0.03765903 
#> iter: 1  value: -333.2966 mgc: 0.002479371 ustep: 1 
#> iter: 2  value: -333.2966 mgc: 3.160319e-08 ustep: 1 
#> mgc: 4.485301e-13 
#> outer mgc:  0.03772561 
#> iter: 1  value: -333.2596 mgc: 0.01703843 ustep: 1 
#> iter: 2  value: -333.2596 mgc: 2.323146e-06 ustep: 1 
#> iter: 3  mgc: 4.112266e-13 
#> outer mgc:  0.1710082 
#> iter: 1  value: -333.3327 mgc: 0.01707255 ustep: 1 
#> iter: 2  value: -333.3327 mgc: 2.326515e-06 ustep: 1 
#> iter: 3  mgc: 4.576339e-13 
#> outer mgc:  0.1711201 
#> iter: 1  value: -333.2931 mgc: 0.01235191 ustep: 1 
#> iter: 2  value: -333.2931 mgc: 1.660574e-08 ustep: 1 
#> mgc: 3.472778e-13 
#> outer mgc:  0.03180161 
#> iter: 1  value: -333.2994 mgc: 0.01237664 ustep: 1 
#> iter: 2  value: -333.2994 mgc: 1.665824e-08 ustep: 1 
#> mgc: 5.071499e-13 
#> outer mgc:  0.03183304 
#> iter: 1  value: -333.2929 mgc: 0.01440214 ustep: 1 
#> iter: 2  value: -333.2929 mgc: 8.081477e-08 ustep: 1 
#> mgc: 4.805045e-13 
#> outer mgc:  0.02950621 
#> iter: 1  value: -333.2995 mgc: 0.01443098 ustep: 1 
#> iter: 2  value: -333.2995 mgc: 8.104804e-08 ustep: 1 
#> mgc: 4.178879e-13 
#> outer mgc:  0.02953045 
#> iter: 1  value: -333.3935 mgc: 0.02594609 ustep: 1 
#> iter: 2  value: -333.3935 mgc: 2.434224e-07 ustep: 1 
#> iter: 3  mgc: 4.449774e-13 
#> outer mgc:  0.0417333 
#> iter: 1  value: -333.199 mgc: 0.02589351 ustep: 1 
#> iter: 2  value: -333.199 mgc: 2.431139e-07 ustep: 1 
#> iter: 3  mgc: 3.641532e-13 
#> outer mgc:  0.04172827 
#> iter: 1  mgc: 5.090741e-10 
#> iter: 1  mgc: 5.090741e-10 
#> outer mgc:  2.803283e-11 
#> iter: 1  value: -333.2967 mgc: 0.001706046 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 2.131772e-08 ustep: 1 
#> mgc: 5.207501e-13 
#> outer mgc:  0.07026863 
#> iter: 1  value: -333.2957 mgc: 0.001706046 ustep: 1 
#> iter: 2  value: -333.2957 mgc: 2.131642e-08 ustep: 1 
#> mgc: 5.604406e-13 
#> outer mgc:  0.07026861 
#> iter: 1  value: -333.2964 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2964 mgc: 1.521443e-07 ustep: 1 
#> iter: 3  mgc: 4.28324e-13 
#> outer mgc:  0.1617967 
#> iter: 1  value: -333.296 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.296 mgc: 1.52129e-07 ustep: 1 
#> iter: 3  mgc: 4.040102e-13 
#> outer mgc:  0.1617963 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.229144e-06 ustep: 1 
#> iter: 3  mgc: 3.903544e-13 
#> outer mgc:  0.2197355 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.228504e-06 ustep: 1 
#> iter: 3  mgc: 5.160317e-13 
#> outer mgc:  0.2197349 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.178569e-06 ustep: 1 
#> iter: 3  mgc: 5.12923e-13 
#> outer mgc:  0.2215138 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.177962e-06 ustep: 1 
#> iter: 3  mgc: 4.951595e-13 
#> outer mgc:  0.2215132 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.331864e-06 ustep: 1 
#> iter: 3  mgc: 5.133671e-13 
#> outer mgc:  0.2211409 
#> iter: 1  value: -333.2955 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2955 mgc: 1.33113e-06 ustep: 1 
#> iter: 3  mgc: 3.717027e-13 
#> outer mgc:  0.2211402 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.447861e-06 ustep: 1 
#> iter: 3  mgc: 5.391243e-13 
#> outer mgc:  0.2183867 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.446995e-06 ustep: 1 
#> iter: 3  mgc: 4.094503e-13 
#> outer mgc:  0.2183857 
#> iter: 1  value: -333.2965 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2965 mgc: 1.800152e-06 ustep: 1 
#> iter: 3  mgc: 4.116707e-13 
#> outer mgc:  0.2103066 
#> iter: 1  value: -333.2957 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2957 mgc: 1.798869e-06 ustep: 1 
#> iter: 3  mgc: 3.508305e-13 
#> outer mgc:  0.2103056 
#> iter: 1  value: -333.2965 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2965 mgc: 1.184155e-05 ustep: 1 
#> iter: 3  mgc: 2.184919e-12 
#> outer mgc:  0.1473114 
#> iter: 1  value: -333.2959 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2959 mgc: 1.182159e-05 ustep: 1 
#> iter: 3  mgc: 2.122746e-12 
#> outer mgc:  0.1473108 
#> iter: 1  value: -333.2966 mgc: 0.01062593 ustep: 1 
#> iter: 2  value: -333.2966 mgc: 3.380447e-07 ustep: 1 
#> iter: 3  mgc: 4.565237e-13 
#> outer mgc:  0.1766477 
#> iter: 1  value: -333.2957 mgc: 0.01062593 ustep: 1 
#> iter: 2  value: -333.2957 mgc: 3.379817e-07 ustep: 1 
#> iter: 3  mgc: 4.662937e-13 
#> outer mgc:  0.1766469 
#> iter: 1  value: -333.2965 mgc: 0.007472208 ustep: 1 
#> iter: 2  value: -333.2965 mgc: 2.317871e-07 ustep: 1 
#> iter: 3  mgc: 4.498624e-13 
#> outer mgc:  0.1186051 
#> iter: 1  value: -333.2959 mgc: 0.007472208 ustep: 1 
#> iter: 2  value: -333.2959 mgc: 2.317465e-07 ustep: 1 
#> iter: 3  mgc: 4.13003e-13 
#> outer mgc:  0.1186042 
#> iter: 1  value: -333.1928 mgc: 0.02626238 ustep: 1 
#> iter: 2  value: -333.1928 mgc: 5.14503e-07 ustep: 1 
#> iter: 3  mgc: 3.579359e-13 
#> outer mgc:  0.0786511 
#> iter: 1  value: -333.3996 mgc: 0.02631496 ustep: 1 
#> iter: 2  value: -333.3996 mgc: 5.154169e-07 ustep: 1 
#> iter: 3  mgc: 3.372858e-13 
#> outer mgc:  0.0786745 
#> iter: 1  value: -333.2936 mgc: 0.01464723 ustep: 1 
#> iter: 2  value: -333.2936 mgc: 2.077279e-08 ustep: 1 
#> mgc: 3.979039e-13 
#> outer mgc:  0.02857573 
#> iter: 1  value: -333.2989 mgc: 0.01467656 ustep: 1 
#> iter: 2  value: -333.2989 mgc: 2.083002e-08 ustep: 1 
#> mgc: 4.464207e-13 
#> outer mgc:  0.02859926 
#> iter: 1  value: -333.1836 mgc: 0.02122111 ustep: 1 
#> iter: 2  value: -333.1836 mgc: 1.554973e-06 ustep: 1 
#> iter: 3  mgc: 5.124234e-13 
#> outer mgc:  0.05249249 
#> iter: 1  value: -333.4089 mgc: 0.02126359 ustep: 1 
#> iter: 2  value: -333.4089 mgc: 1.558633e-06 ustep: 1 
#> iter: 3  mgc: 3.654854e-13 
#> outer mgc:  0.05241714 
#> iter: 1  value: -333.1873 mgc: 0.02569484 ustep: 1 
#> iter: 2  value: -333.1873 mgc: 1.144451e-06 ustep: 1 
#> iter: 3  mgc: 4.152234e-13 
#> outer mgc:  0.08233989 
#> iter: 1  value: -333.4052 mgc: 0.02574628 ustep: 1 
#> iter: 2  value: -333.4052 mgc: 1.145377e-06 ustep: 1 
#> iter: 3  mgc: 4.245493e-13 
#> outer mgc:  0.08225642 
#> iter: 1  value: -333.2959 mgc: 0.002474418 ustep: 1 
#> iter: 2  value: -333.2959 mgc: 3.148148e-08 ustep: 1 
#> mgc: 5.273559e-13 
#> outer mgc:  0.03765903 
#> iter: 1  value: -333.2966 mgc: 0.002479371 ustep: 1 
#> iter: 2  value: -333.2966 mgc: 3.160319e-08 ustep: 1 
#> mgc: 5.764278e-13 
#> outer mgc:  0.03772561 
#> iter: 1  value: -333.2596 mgc: 0.01703843 ustep: 1 
#> iter: 2  value: -333.2596 mgc: 2.323146e-06 ustep: 1 
#> iter: 3  mgc: 4.654055e-13 
#> outer mgc:  0.1710082 
#> iter: 1  value: -333.3327 mgc: 0.01707254 ustep: 1 
#> iter: 2  value: -333.3327 mgc: 2.326515e-06 ustep: 1 
#> iter: 3  mgc: 4.52971e-13 
#> outer mgc:  0.1711201 
#> iter: 1  value: -333.2931 mgc: 0.01235191 ustep: 1 
#> iter: 2  value: -333.2931 mgc: 1.660574e-08 ustep: 1 
#> mgc: 3.366196e-13 
#> outer mgc:  0.03180161 
#> iter: 1  value: -333.2994 mgc: 0.01237664 ustep: 1 
#> iter: 2  value: -333.2994 mgc: 1.665816e-08 ustep: 1 
#> mgc: 4.760636e-13 
#> outer mgc:  0.03183304 
#> iter: 1  value: -333.2929 mgc: 0.01440214 ustep: 1 
#> iter: 2  value: -333.2929 mgc: 8.081471e-08 ustep: 1 
#> mgc: 5.018208e-13 
#> outer mgc:  0.02950621 
#> iter: 1  value: -333.2995 mgc: 0.01443098 ustep: 1 
#> iter: 2  value: -333.2995 mgc: 8.104805e-08 ustep: 1 
#> mgc: 5.084821e-13 
#> outer mgc:  0.02953045 
#> iter: 1  value: -333.3935 mgc: 0.02594609 ustep: 1 
#> iter: 2  value: -333.3935 mgc: 2.434224e-07 ustep: 1 
#> iter: 3  mgc: 4.618528e-13 
#> outer mgc:  0.0417333 
#> iter: 1  value: -333.199 mgc: 0.02589351 ustep: 1 
#> iter: 2  value: -333.199 mgc: 2.431141e-07 ustep: 1 
#> iter: 3  mgc: 5.133671e-13 
#> outer mgc:  0.04172827 
#> iter: 1  mgc: 5.177463e-10 
#> iter: 1  mgc: 5.177463e-10 
#> outer mgc:  1.008388e-12 
#> iter: 1  value: -333.2967 mgc: 0.001706046 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 2.131773e-08 ustep: 1 
#> mgc: 4.662937e-13 
#> outer mgc:  0.07026863 
#> iter: 1  value: -333.2957 mgc: 0.001706046 ustep: 1 
#> iter: 2  value: -333.2957 mgc: 2.131641e-08 ustep: 1 
#> mgc: 4.618528e-13 
#> outer mgc:  0.07026861 
#> iter: 1  value: -333.2964 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2964 mgc: 1.521443e-07 ustep: 1 
#> iter: 3  mgc: 5.105361e-13 
#> outer mgc:  0.1617967 
#> iter: 1  value: -333.296 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.296 mgc: 1.52129e-07 ustep: 1 
#> iter: 3  mgc: 3.708145e-13 
#> outer mgc:  0.1617963 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.229144e-06 ustep: 1 
#> iter: 3  mgc: 4.209966e-13 
#> outer mgc:  0.2197355 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.228504e-06 ustep: 1 
#> iter: 3  mgc: 3.739231e-13 
#> outer mgc:  0.2197349 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.178569e-06 ustep: 1 
#> iter: 3  mgc: 3.93019e-13 
#> outer mgc:  0.2215138 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.177962e-06 ustep: 1 
#> iter: 3  mgc: 4.634071e-13 
#> outer mgc:  0.2215132 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.331864e-06 ustep: 1 
#> iter: 3  mgc: 4.121148e-13 
#> outer mgc:  0.2211409 
#> iter: 1  value: -333.2955 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2955 mgc: 1.33113e-06 ustep: 1 
#> iter: 3  mgc: 3.552714e-13 
#> outer mgc:  0.2211402 
#> iter: 1  value: -333.2967 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2967 mgc: 1.447861e-06 ustep: 1 
#> iter: 3  mgc: 4.08118e-13 
#> outer mgc:  0.2183867 
#> iter: 1  value: -333.2956 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2956 mgc: 1.446995e-06 ustep: 1 
#> iter: 3  mgc: 5.506706e-13 
#> outer mgc:  0.2183857 
#> iter: 1  value: -333.2965 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2965 mgc: 1.800152e-06 ustep: 1 
#> iter: 3  mgc: 4.142242e-13 
#> outer mgc:  0.2103066 
#> iter: 1  value: -333.2957 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2957 mgc: 1.798869e-06 ustep: 1 
#> iter: 3  mgc: 4.567458e-13 
#> outer mgc:  0.2103056 
#> iter: 1  value: -333.2965 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2965 mgc: 1.184155e-05 ustep: 1 
#> iter: 3  mgc: 2.17959e-12 
#> outer mgc:  0.1473114 
#> iter: 1  value: -333.2959 mgc: 0.01473375 ustep: 1 
#> iter: 2  value: -333.2959 mgc: 1.182159e-05 ustep: 1 
#> iter: 3  mgc: 2.067679e-12 
#> outer mgc:  0.1473108 
#> iter: 1  value: -333.2966 mgc: 0.01062593 ustep: 1 
#> iter: 2  value: -333.2966 mgc: 3.380447e-07 ustep: 1 
#> iter: 3  mgc: 3.739231e-13 
#> outer mgc:  0.1766477 
#> iter: 1  value: -333.2957 mgc: 0.01062593 ustep: 1 
#> iter: 2  value: -333.2957 mgc: 3.379818e-07 ustep: 1 
#> iter: 3  mgc: 3.810285e-13 
#> outer mgc:  0.1766469 
#> iter: 1  value: -333.2965 mgc: 0.007472208 ustep: 1 
#> iter: 2  value: -333.2965 mgc: 2.317871e-07 ustep: 1 
#> iter: 3  mgc: 4.005685e-13 
#> outer mgc:  0.1186051 
#> iter: 1  value: -333.2959 mgc: 0.007472208 ustep: 1 
#> iter: 2  value: -333.2959 mgc: 2.317466e-07 ustep: 1 
#> iter: 3  mgc: 3.206324e-13 
#> outer mgc:  0.1186042 
#> iter: 1  value: -333.1928 mgc: 0.02626238 ustep: 1 
#> iter: 2  value: -333.1928 mgc: 5.145029e-07 ustep: 1 
#> iter: 3  mgc: 4.840572e-13 
#> outer mgc:  0.0786511 
#> iter: 1  value: -333.3996 mgc: 0.02631496 ustep: 1 
#> iter: 2  value: -333.3996 mgc: 5.154171e-07 ustep: 1 
#> iter: 3  mgc: 4.636291e-13 
#> outer mgc:  0.0786745 
#> iter: 1  value: -333.2936 mgc: 0.01464723 ustep: 1 
#> iter: 2  value: -333.2936 mgc: 2.077281e-08 ustep: 1 
#> mgc: 5.684342e-13 
#> outer mgc:  0.02857573 
#> iter: 1  value: -333.2989 mgc: 0.01467656 ustep: 1 
#> iter: 2  value: -333.2989 mgc: 2.083003e-08 ustep: 1 
#> mgc: 4.849454e-13 
#> outer mgc:  0.02859926 
#> iter: 1  value: -333.1836 mgc: 0.02122111 ustep: 1 
#> iter: 2  value: -333.1836 mgc: 1.554973e-06 ustep: 1 
#> iter: 3  mgc: 4.356515e-13 
#> outer mgc:  0.05249249 
#> iter: 1  value: -333.4089 mgc: 0.02126359 ustep: 1 
#> iter: 2  value: -333.4089 mgc: 1.558633e-06 ustep: 1 
#> iter: 3  mgc: 4.086731e-13 
#> outer mgc:  0.05241714 
#> iter: 1  value: -333.1873 mgc: 0.02569484 ustep: 1 
#> iter: 2  value: -333.1873 mgc: 1.144451e-06 ustep: 1 
#> iter: 3  mgc: 3.925749e-13 
#> outer mgc:  0.08233989 
#> iter: 1  value: -333.4052 mgc: 0.02574628 ustep: 1 
#> iter: 2  value: -333.4052 mgc: 1.145377e-06 ustep: 1 
#> iter: 3  mgc: 4.074519e-13 
#> outer mgc:  0.08225642 
#> iter: 1  value: -333.2959 mgc: 0.002474418 ustep: 1 
#> iter: 2  value: -333.2959 mgc: 3.148148e-08 ustep: 1 
#> mgc: 4.813927e-13 
#> outer mgc:  0.03765903 
#> iter: 1  value: -333.2966 mgc: 0.002479371 ustep: 1 
#> iter: 2  value: -333.2966 mgc: 3.160312e-08 ustep: 1 
#> mgc: 3.63487e-13 
#> outer mgc:  0.03772561 
#> iter: 1  value: -333.2596 mgc: 0.01703843 ustep: 1 
#> iter: 2  value: -333.2596 mgc: 2.323146e-06 ustep: 1 
#> iter: 3  mgc: 3.810285e-13 
#> outer mgc:  0.1710082 
#> iter: 1  value: -333.3327 mgc: 0.01707254 ustep: 1 
#> iter: 2  value: -333.3327 mgc: 2.326515e-06 ustep: 1 
#> iter: 3  mgc: 4.063416e-13 
#> outer mgc:  0.1711201 
#> iter: 1  value: -333.2931 mgc: 0.01235191 ustep: 1 
#> iter: 2  value: -333.2931 mgc: 1.660586e-08 ustep: 1 
#> mgc: 4.266587e-13 
#> outer mgc:  0.03180161 
#> iter: 1  value: -333.2994 mgc: 0.01237664 ustep: 1 
#> iter: 2  value: -333.2994 mgc: 1.665817e-08 ustep: 1 
#> mgc: 4.640732e-13 
#> outer mgc:  0.03183304 
#> iter: 1  value: -333.2929 mgc: 0.01440214 ustep: 1 
#> iter: 2  value: -333.2929 mgc: 8.081478e-08 ustep: 1 
#> mgc: 5.795364e-13 
#> outer mgc:  0.02950621 
#> iter: 1  value: -333.2995 mgc: 0.01443098 ustep: 1 
#> iter: 2  value: -333.2995 mgc: 8.104804e-08 ustep: 1 
#> mgc: 4.476419e-13 
#> outer mgc:  0.02953045 
#> iter: 1  value: -333.3935 mgc: 0.02594609 ustep: 1 
#> iter: 2  value: -333.3935 mgc: 2.434224e-07 ustep: 1 
#> iter: 3  mgc: 5.37792e-13 
#> outer mgc:  0.0417333 
#> iter: 1  value: -333.199 mgc: 0.02589351 ustep: 1 
#> iter: 2  value: -333.199 mgc: 2.431141e-07 ustep: 1 
#> iter: 3  mgc: 4.276579e-13 
#> outer mgc:  0.04172827 
#> outer mgc:  1 
#Now does it look?
summary(newStock)#iter = 100
#> An object of class "FLStock"
#> 
#> Name: North Sea Herring 
#> Description: Imported from a VPA file. ( ./data/index.txt ).  Fri May  4 12:16:13 2012  [...] 
#> Quant: age 
#> Dims:  age 	year	unit	season	area	iter
#> 	9	21	1	1	1	100	
#> 
#> Range:  min	max	pgroup	minyear	maxyear	minfbar	maxfbar 
#> 	0	8	8	1992	2012	2	6	
#> 
#> Metrics: 
#>   rec: 2.1e+07 - 8.1e+07  (NA) 
#>   ssb: NA - NA  (NA) 
#>   catch: NA - NA  (tonnes) 
#>   fbar: 0.084 - 0.565  (f) 
plot(newStock)  #Voila!