nlrq(wom,c(0,0),k=1) X1 X2 -7.274724 4.765524 1 2.121175 X1 X2 -6.545697 4.505822 1 1.516272 X1 X2 -6.741667 4.59299 1 1.516272 $coef: X1 X2 -6.741667 4.59299 $obj: [1] 1.516272 $nit: [1] 3 nlrq(bard,c(1,1,1),k=1) X1 X2 X3 0.08264752 1.183493 1.666145 1 1.203861 X1 X2 X3 0.1009119 1.460943 1.916774 1 0.2509994 X1 X2 X3 0.1012215 1.54821 1.945478 1 0.06633186 X1 X2 X3 0.101078 1.547218 1.95016 1 0.06231438 X1 X2 X3 0.1009486 1.525454 1.971822 0.9118836 0.06217774 X1 X2 X3 0.1009486 1.525454 1.971822 0 0.06217774 $coef: X1 X2 X3 0.1009486 1.525454 1.971822 $obj: [1] 0.06217774 $nit: [1] 6 nlrq(beale,c(1,0,1),k=1) [1] 1.6094927 0.3974952 1.6094927 0.4239949 1.2708380 [1] 2.9373016 0.5651181 2.9373016 1.0000000 0.3455902 [1] 2.94856443 0.49100285 2.94856443 1.00000000 0.01928153 [1] 2.9992991164 0.5000359585 2.9992991164 1.0000000000 0.0008929879 [1] 3.000000e+00 5.000000e-01 3.000000e+00 9.999648e-01 1.021168e-08 [1] 3.000000e+00 5.000000e-01 3.000000e+00 1.000000e+00 6.661338e-16 $coef: [1] 3.0 0.5 3.0 $obj: [1] 6.661338e-16 $nit: [1] 6 nlrq(biggs ,c(1,8,2,2,2,2),k=1) X1 X2 X3 X4 X5 X6 1.115693 14.8132 2.073723 3.473458 3.176732 0.4422993 1 1.75916 X1 X2 X3 X4 X5 X6 0.9453594 8.513208 0.6674056 3.722223 2.584892 2.476324 0.9038288 0.3448614 X1 X2 X3 X4 X5 X6 1.185739 10.71355 1.275076 4.071168 3.385304 1.87769 0.8477281 0.192492 X1 X2 X3 X4 X5 X6 1.079732 10.25179 1.11324 4.563677 3.877341 2.481903 0.6248952 0.07615449 X1 X2 X3 X4 X5 X6 1.018215 10.05465 1.020494 4.879159 3.970876 2.86654 0.7559338 0.02756865 X1 X2 X3 X4 X5 X6 0.9998644 9.999381 0.9995877 4.998958 4.000256 2.999382 1 0.001855721 X1 X2 X3 X4 X5 X6 1 10 1 5 4 3 0.999991 7.124941e-08 X1 X2 X3 X4 X5 X6 1 10 1 5 4 3 0.9999999 1.271552e-15 $coef: X1 X2 X3 X4 X5 X6 1 10 1 5 4 3 $obj: [1] 1.271552e-15 $nit: [1] 8 nlrq(brown ,c(25,5,-5,-1),k=1) X1 X2 X3 X4 23.91863 5.058827 0.2171447 3.974973 0.211686 5054.232 X1 X2 X3 X4 17.63835 5.727826 -5.936193 -3.954766 0.524165 3763.273 X1 X2 X3 X4 16.80399 5.683923 1.515775 -0.4927257 0.4417311 2942.173 X1 X2 X3 X4 16.69232 5.743536 0.9149348 -1.692111 0.01068417 2926.327 X1 X2 X3 X4 15.40395 5.692866 2.498726 3.065572 0.1544155 2719.902 X1 X2 X3 X4 14.12165 6.070783 -1.662794 -0.1614061 0.2532846 2389.644 X1 X2 X3 X4 10.30475 6.178341 -5.345979 10.53855 0.4635512 1915.737 X1 X2 X3 X4 5.674845 7.523293 -4.877994 -0.1521941 0.6215496 1378.128 X1 X2 X3 X4 6.517868 7.315885 -4.072075 0.9103962 0.03124237 1357.549 X1 X2 X3 X4 6.191692 7.391085 -4.244791 0.3213507 0.004062739 1354.52 X1 X2 X3 X4 1.223048 8.561277 2.407652 -0.302173 0.7718495 861.5439 X1 X2 X3 X4 1.366683 8.550958 2.232063 -0.8746755 0.006111833 858.8093 X1 X2 X3 X4 1.423415 8.564252 2.056806 -1.478491 0.006421977 855.9434 X1 X2 X3 X4 1.362762 8.614188 1.818382 -2.238407 0.0108472 851.28 X1 X2 X3 X4 0.7762585 8.842269 1.36185 -3.546246 0.03023972 835.9404 X1 X2 X3 X4 -0.5767498 9.293183 0.8195162 -4.934296 0.04240302 813.9934 X1 X2 X3 X4 -2.318682 9.852759 0.4375528 -6.034745 0.03835092 796.3627 X1 X2 X3 X4 -9.585276 12.22454 -1.402284 -4.739071 0.3701037 646.5766 X1 X2 X3 X4 -12.9165 13.62667 0.5124062 -3.986444 0.4576426 568.3757 X1 X2 X3 X4 -9.710734 11.56549 0.3968756 -1.011028 0.6311202 461.7033 X1 X2 X3 X4 -9.720416 11.56639 -0.5650188 0.4160407 0.06824797 454.0109 X1 X2 X3 X4 -9.729296 11.57051 -0.4751106 0.3157935 0.001253957 453.9552 X1 X2 X3 X4 -9.735655 11.57581 -0.40359 0.2477815 0.002519921 453.9207 X1 X2 X3 X4 -9.793064 11.61993 -0.6032713 0.7343898 0.03046689 453.1742 X1 X2 X3 X4 -9.80468 11.62378 -0.4596531 0.5471247 0.001463466 453.0201 X1 X2 X3 X4 -9.80468 11.62378 -0.4596531 0.5471247 0 453.0201 $coef: X1 X2 X3 X4 -9.80468 11.62378 -0.4596531 0.5471247 $obj: [1] 453.0201 $nit: [1] 26 nlrq(el1 ,c(1,2),k=1) X1 X2 2.860662 1.929493 0.558565 0.2646386 X1 X2 2.843839 1.920875 1 0.2374208 X1 X2 2.8426 1.920225 1 0.2353686 X1 X2 2.8426 1.920225 0 0.2353686 $coef: X1 X2 2.8426 1.920225 $obj: [1] 0.2353686 $nit: [1] 4 nlrq(el2 ,c(1,1,1),k=1) X1 X2 X3 1.508392 -0.5359587 0.6723863 1 18.46678 X1 X2 X3 0.8827856 -0.590409 0.2554359 1 7.364686 X1 X2 X3 0.8923908 -0.4460832 0.0733244 0.8331411 4.881507 X1 X2 X3 0.9868817 -0.137506 0.08459627 0.4192519 4.560562 X1 X2 X3 0.6138598 0.09530253 0.02931189 0.9931591 4.010906 X1 X2 X3 0.6387712 0.03117234 0.03297425 0.02935467 3.997041 X1 X2 X3 0.6399825 0.01305956 0.03278621 0.009155077 3.996048 X1 X2 X3 0.5882957 -0.04393282 0.02657772 0.08630993 3.979689 X1 X2 X3 0.5547955 0.01546039 0.02318125 0.06221711 3.966367 X1 X2 X3 0.5522031 0.001358732 0.02264721 0.01398648 3.965756 X1 X2 X3 0.5325685 0.01309784 0.02050359 0.01204595 3.964447 X1 X2 X3 0.5334745 0.001198522 0.02058082 0.008175355 3.96402 X1 X2 X3 0.528694 0.004912072 0.0200416 0.001495262 3.963926 X1 X2 X3 0.5285152 -0.001563509 0.02005331 0.004494951 3.963801 X1 X2 X3 0.5255463 0.001321054 0.01971715 0.0008352997 3.963756 X1 X2 X3 0.5237392 -0.003236369 0.01956355 0.006910414 3.963685 X1 X2 X3 0.522018 -0.001162644 0.01936873 0.0004515994 3.963666 X1 X2 X3 0.5065153 -0.0006213418 0.01837435 0.08482577 3.963065 X1 X2 X3 0.5113791 -0.008295534 0.01898026 0.006749239 3.962837 X1 X2 X3 0.5087442 -0.003675168 0.01873441 0.003199151 3.962757 X1 X2 X3 0.5149529 -0.009938485 0.01949655 0.01293809 3.962555 X1 X2 X3 0.5121352 -0.006332349 0.0191914 0.001042606 3.962498 X1 X2 X3 0.5194427 0.01163437 0.02065528 0.10444 3.96142 X1 X2 X3 0.5241686 -0.001668258 0.02125312 0.006393552 3.96084 X1 X2 X3 0.5224288 -0.0001524469 0.02106966 0.001220259 3.960826 X1 X2 X3 0.5233411 -0.003430415 0.02120792 0.004801273 3.960792 X1 X2 X3 0.5220895 -0.001821994 0.02106729 0.0004768371 3.960781 X1 X2 X3 0.5544385 -0.01151985 0.02748605 0.3214418 3.958269 X1 X2 X3 0.5356499 0.008290291 0.02558718 0.006278361 3.956255 X1 X2 X3 0.534853 0.003365825 0.02541878 0.005753509 3.95618 X1 X2 X3 0.5280429 0.003210608 0.02465084 0.005704526 3.956075 X1 X2 X3 0.5292792 -0.0008587643 0.02480782 0.002371291 3.956022 X1 X2 X3 0.528647 -0.0002027645 0.0247351 0.000230724 3.956019 X1 X2 X3 0.5287749 -0.003790645 0.02480246 0.008727368 3.955981 X1 X2 X3 0.5267982 -0.001378839 0.02457478 0.0004988312 3.955954 X1 X2 X3 0.525536 -0.0005557619 0.02444065 0.003822636 3.955949 X1 X2 X3 0.5272185 -0.002856817 0.02465098 0.002207651 3.955927 X1 X2 X3 0.5261056 -0.001387671 0.0245245 0.000513165 3.955917 X1 X2 X3 0.5213749 0.0248125 0.0290346 1 3.950854 X1 X2 X3 0.5300996 -6.202957e-05 0.02993772 0.01119585 3.948821 X1 X2 X3 0.5267222 0.001934491 0.02965089 0.002630876 3.948782 X1 X2 X3 0.5280463 -0.001112018 0.02979251 0.002454873 3.94875 X1 X2 X3 0.5339149 -0.002983475 0.03049658 0.01539526 3.948662 X1 X2 X3 0.532442 -0.001129487 0.03032421 0.0005084239 3.948647 X1 X2 X3 0.532442 -0.001129487 0.03032421 0 3.948647 $coef: X1 X2 X3 0.532442 -0.001129487 0.03032421 $obj: [1] 3.948647 $nit: [1] 45 nlrq(madsen ,c(3,1),k=1) X1 X2 1.718424 0.2340854 1 2.685942 X1 X2 0.6261167 1.570796 0.318748 2.214464 X1 X2 -0.3587545 1.316706 0.9832588 0.9962594 X1 X2 -3.021567e-10 0.6375459 0.9567257 0.6050118 X1 X2 -0.0002479286 0.3194166 1 0.5258073 X1 X2 5.071243e-12 0.1596464 1 0.5063853 X1 X2 -3.734734e-15 0.07982319 1 0.5015938 X1 X2 -1.727695e-15 0.03991159 1 0.5003983 X1 X2 -8.305211e-16 0.0199558 1 0.5000996 X1 X2 -4.071231e-16 0.009977898 1 0.5000249 X1 X2 -2.01561e-16 0.004988949 1 0.5000062 X1 X2 -1.002777e-16 0.002494475 1 0.5000016 X1 X2 -5.001371e-17 0.001247237 1 0.5000004 X1 X2 -2.497591e-17 0.0006236187 1 0.5000001 X1 X2 -1.248017e-17 0.0003118094 1 0.5 $coef: X1 X2 -1.248017e-17 0.0003118094 $obj: [1] 0.5 $nit: [1] 15 nlrq(osb1 ,c(.5,1.5,-1,.01,.02),k=1) X1 X2 X3 X4 X5 0.3785546 1.367243 -0.8988597 0.01150938 0.0254291 0.9982872 0.1116439 X1 X2 X3 X4 X5 0.3777047 1.493059 -1.024389 0.01191625 0.02425268 0.3353044 0.09339734 X1 X2 X3 X4 X5 0.3773658 1.60851 -1.140238 0.01223477 0.02346239 0.3076877 0.07913079 X1 X2 X3 X4 X5 0.3772621 1.714898 -1.246984 0.01249175 0.022881 0.2843482 0.06782767 X1 X2 X3 X4 X5 0.3772069 1.81913 -1.351507 0.01271418 0.02240885 0.2979754 0.0572677 X1 X2 X3 X4 X5 0.3771429 1.928949 -1.461569 0.01292243 0.02199707 0.3752462 0.04713889 X1 X2 X3 X4 X5 0.3770859 2.060382 -1.593252 0.01314411 0.02158882 0.5888478 0.03526147 X1 X2 X3 X4 X5 0.3770528 2.183128 -1.71618 0.01331952 0.02129094 1 0.01761899 X1 X2 X3 X4 X5 0.3770544 2.192062 -1.725116 0.01332403 0.02128908 1 0.01469645 X1 X2 X3 X4 X5 0.3770524 2.191523 -1.724575 0.01332321 0.02129065 1 0.01469586 X1 X2 X3 X4 X5 0.3770577 2.192302 -1.725359 0.01332465 0.02128882 0.9999962 0.01469564 X1 X2 X3 X4 X5 0.3770586 2.192456 -1.725515 0.01332492 0.02128845 1 0.0146956 $coef: X1 X2 X3 X4 X5 0.3770586 2.192456 -1.725515 0.01332492 0.02128845 $obj: [1] 0.0146956 $nit: [1] 12 nlrq(osb2,c(1.3,.65,.65,.7,.6,3,5,7,2,4.5,5.5),k=1) X1 X2 X3 X4 X5 X6 X7 X8 1.177975 0.2455072 0.5211327 0.6124734 0.392064 3.063786 2.580308 3.671067 X9 X10 X11 2.109023 4.501898 5.554897 0.7615257 2.079301 X1 X2 X3 X4 X5 X6 X7 X8 1.158501 0.2139296 0.523899 0.5623555 0.4052483 2.320525 1.45167 4.772632 X9 X10 X11 2.271975 4.582772 5.644332 0.5886732 1.480615 X1 X2 X3 X4 X5 X6 X7 X8 1.184702 0.2490921 0.5518998 0.5506153 0.4535083 1.673029 1.241169 4.81529 X9 X10 X11 2.314294 4.588646 5.662541 0.1890003 1.32835 X1 X2 X3 X4 X5 X6 X7 X8 1.211487 0.2944523 0.5842059 0.5489466 0.5155146 1.293805 1.163611 4.864459 X9 X10 X11 2.355593 4.587335 5.675591 0.2904997 1.159566 X1 X2 X3 X4 X5 X6 X7 X8 1.247491 0.3555834 0.6213868 0.5636787 0.6097366 1.029474 1.203546 4.877153 X9 X10 X11 2.395567 4.578016 5.685006 0.5520276 0.9415823 X1 X2 X3 X4 X5 X6 X7 X8 1.272897 0.3878846 0.6266629 0.572568 0.6747152 1.083266 1.291521 4.978736 X9 X10 X11 2.421005 4.571546 5.684169 1 0.5893393 X1 X2 X3 X4 X5 X6 X7 X8 1.273983 0.3869645 0.6266944 0.5716695 0.6806854 1.060046 1.283613 5.024114 X9 X10 X11 2.412448 4.572717 5.68412 0.3982329 0.5815942 X1 X2 X3 X4 X5 X6 X7 X8 1.273128 0.3847378 0.625138 0.5705795 0.6783747 1.069053 1.279158 5.011825 X9 X10 X11 2.41091 4.572089 5.684143 0.4056169 0.580393 X1 X2 X3 X4 X5 X6 X7 X8 1.272393 0.3844642 0.6231302 0.5710138 0.6734195 1.09752 1.27759 5.006396 X9 X10 X11 2.414635 4.57052 5.683552 0.7391826 0.5792053 X1 X2 X3 X4 X5 X6 X7 X8 1.273058 0.3855555 0.6237645 0.5727613 0.6773938 1.069519 1.285041 4.994882 X9 X10 X11 2.414893 4.57081 5.683377 1 0.5784484 X1 X2 X3 X4 X5 X6 X7 X8 1.273263 0.3855625 0.6244459 0.5738413 0.6791382 1.058845 1.290178 4.988298 X9 X10 X11 2.41423 4.570527 5.683211 0.9410562 0.5777255 X1 X2 X3 X4 X5 X6 X7 X8 1.273268 0.3855804 0.6245315 0.5740198 0.6792429 1.058197 1.291046 4.987146 X9 X10 X11 2.414234 4.570418 5.683167 1 0.5777091 X1 X2 X3 X4 X5 X6 X7 X8 1.27327 0.3855784 0.6246237 0.5742355 0.6791472 1.058813 1.291964 4.985349 X9 X10 X11 2.414264 4.570142 5.68309 1 0.5776575 X1 X2 X3 X4 X5 X6 X7 X8 1.273272 0.38559 0.6246774 0.5743666 0.6791347 1.058884 1.292538 4.984409 X9 X10 X11 2.414295 4.570012 5.683048 0.7177831 0.5776313 X1 X2 X3 X4 X5 X6 X7 X8 1.273272 0.38559 0.6246774 0.5743666 0.6791347 1.058884 1.292538 4.984409 X9 X10 X11 2.414295 4.570012 5.683048 0 0.5776313 $coef: X1 X2 X3 X4 X5 X6 X7 X8 1.273272 0.38559 0.6246774 0.5743666 0.6791347 1.058884 1.292538 4.984409 X9 X10 X11 2.414295 4.570012 5.683048 $obj: [1] 0.5776313 $nit: [1] 15 nlrq(powell ,c(3,-1,0,1),k=1) X1 X2 X3 X4 1.190476 -0.1190476 0.1904762 0.1904762 1 1.706139 X1 X2 X3 X4 0.5952381 -0.05952381 0.0952381 0.0952381 1 0.4265347 X1 X2 X3 X4 0.297619 -0.0297619 0.04761905 0.04761905 1 0.1066337 X1 X2 X3 X4 0.1488095 -0.01488095 0.02380952 0.02380952 1 0.02665842 X1 X2 X3 X4 0.07440476 -0.007440476 0.01190476 0.01190476 1 0.006664605 X1 X2 X3 X4 0.03720238 -0.003720238 0.005952381 0.005952381 1 0.001666151 X1 X2 X3 X4 0.01860119 -0.001860119 0.00297619 0.00297619 1 0.0004165378 X1 X2 X3 X4 0.009300595 -0.0009300595 0.001488095 0.001488095 1 0.0001041345 X1 X2 X3 X4 0.004650298 -0.0004650298 0.0007440476 0.0007440476 1 2.603361e-05 X1 X2 X3 X4 0.002325149 -0.0002325149 0.0003720238 0.0003720238 1 6.508403e-06 X1 X2 X3 X4 0.001162574 -0.0001162574 0.0001860119 0.0001860119 1 1.627101e-06 X1 X2 X3 X4 0.0005812872 -5.812872e-05 9.300595e-05 9.300595e-05 1 4.067752e-07 X1 X2 X3 X4 0.0002906436 -2.906436e-05 4.650298e-05 4.650298e-05 1 1.016938e-07 X1 X2 X3 X4 0.0001453218 -1.453218e-05 2.325149e-05 2.325149e-05 1 2.542345e-08 $coef: X1 X2 X3 X4 0.0001453218 -1.453218e-05 2.325149e-05 2.325149e-05 $obj: [1] 2.542345e-08 $nit: [1] 14 nlrq(rosen ,c(-1.2,1),k=1) X1 X2 -1.05 0.6699994 0.06818194 3.1875 X1 X2 -0.8945116 0.3762787 0.07584786 3.066618 X1 X2 -0.7326429 0.1229078 0.08544089 2.935611 X1 X2 -0.563213 -0.08488554 0.09778697 2.792079 X1 X2 -0.3846012 -0.2401354 0.1142594 2.632568 X1 X2 -0.1944691 -0.3330984 0.137319 2.451818 X1 X2 0.0107953 -0.3491931 0.1718457 2.241151 X1 X2 0.2373564 -0.2642979 0.2290336 1.984501 X1 X2 0.49757 -0.03137031 0.3411996 1.645946 X1 X2 0.8251672 0.4765148 0.6520255 1.109347 X1 X2 1 0.9694335 1 0.1528326 X1 X2 1 1 1 0 X1 X2 1 1 1 0 $coef: X1 X2 1 1 $obj: [1] 0 $nit: [1] 13 nlrq(watson ,c(1,1,1,1),k=1) X1 X2 X3 X4 0.3201468 0.5809672 -0.3047948 1.974769 0.2869665 6.608302 X1 X2 X3 X4 -0.3655725 0.8524498 -0.04463227 0.2081783 0.9312764 1.521208 X1 X2 X3 X4 -0.3073312 0.8858825 -0.09946848 0.2532399 0.1692129 1.303181 X1 X2 X3 X4 -0.2611676 0.9117436 -0.1387284 0.2941202 0.1654827 1.25473 X1 X2 X3 X4 -0.1982596 0.9709358 -0.2218571 0.3783456 0.3956829 1.139597 X1 X2 X3 X4 -0.341838 1.038925 -0.3027964 0.3519302 0.4618114 0.6898646 X1 X2 X3 X4 -0.3811681 1.143394 -0.4248805 0.3960312 1 0.3273837 X1 X2 X3 X4 -0.3898307 1.149363 -0.4326769 0.3942692 0.2068872 0.3264863 X1 X2 X3 X4 -0.4008856 1.157082 -0.4403987 0.3901448 0.3864438 0.3256486 X1 X2 X3 X4 -0.4098639 1.163066 -0.444717 0.3856653 0.4257213 0.325108 X1 X2 X3 X4 -0.422507 1.174759 -0.4564653 0.3840891 1 0.3118055 X1 X2 X3 X4 -0.422507 1.174759 -0.4564653 0.3840891 0 0.3118055 $coef: X1 X2 X3 X4 -0.422507 1.174759 -0.4564653 0.3840891 $obj: [1] 0.3118055 $nit: [1] 12 nlrq(wood,c(0,0,0,0),k=1) X1 X2 X3 X4 0 0 0 0 0 4.162278 $coef: X1 X2 X3 X4 0 0 0 0 $obj: [1] 4.162278 $nit: [1] 1 nlrq(stack ,c(0,0,0,0),k=1) [1] -37.9528105 0.6803802 1.2314667 -0.1446274 0.9507295 23.8727754 [1] -39.7972481 0.8536087 0.7366204 -0.1146490 1.0000000 22.1703810 [1] -37.80820622 0.82820112 0.62482293 -0.09452389 0.75850333 [6] 21.36962662 [1] -39.26215615 0.83068776 0.56488855 -0.06325844 0.88820976 [6] 21.16265037 [1] -39.86869981 0.83234394 0.56596088 -0.05720092 0.80697092 [6] 21.07168539 [1] -39.79289075 0.83167382 0.57356987 -0.05946918 1.00000000 [6] 21.04659001 [1] -39.70666125 0.83118918 0.57655925 -0.06087776 1.00000000 [6] 21.04286082 [1] -39.6933939 0.8318694 0.5739328 -0.0608240 0.8912934 21.0407612 [1] -39.69015850 0.83189028 0.57388582 -0.06086343 0.99791649 [6] 21.04062371 [1] -39.68985090 0.83188350 0.57391542 -0.06086984 0.99997112 [6] 21.04058071 [1] -39.68985530 0.83188406 0.57391305 -0.06086956 1.00000000 [6] 21.04057972 [1] -39.68985513 0.83188406 0.57391305 -0.06086956 1.00000000 [6] 21.04057971 $coef: Y1 -39.68985513 Air Flow 0.83188406 Water Temp 0.57391305 Acid Conc. -0.06086956 $obj: [1] 21.04058 $nit: [1] 12