inst/benchmarks/f17.R
In jaegea/MEIGOR: MEIGOR - MEtaheuristics for bIoinformatics Global Optimization
f17<-function(x){
schwefel_func <- function(x){
D = length(x);
fit = 0;
for(i in 1:D){
fit = fit + sum(x[1:i])^2;
}
return(fit);
}
o=c(-54.295202,-35.862424,76.918014,-72.780223,-90.989531,33.266747,41.553851,47.983536,-37.049609,-91.258868,-15.695641,17.923812,-59.700122,-3.445502,-41.377830,-34.065971,30.229277,10.288582,35.155954,-7.396176,19.838121,-13.141971,-69.577349,-54.095531,51.817434,97.467974,-45.433998,74.350625,-48.963500,-75.168710,-34.615281,-55.506365,8.501588,67.252428,-27.592291,7.415197,-80.045617,-39.246538,-26.190681,43.996050,-44.632915,-23.460522,-36.297297,70.329619,-18.245160,-30.725534,-8.829471,60.323488,-18.246429,-79.860060,28.434072,-20.506651,-96.139590,-71.032232,-8.981176,-9.073709,-16.617365,-52.342833,-24.914073,20.103871,-64.494270,45.606255,-30.150425,-6.218975,50.490014,-39.000997,-85.108686,4.453765,81.078766,6.223897,-47.837223,-45.220358,26.257608,-84.086156,-21.802907,-11.901142,-48.945338,99.585934,-14.407091,-25.145760,75.609765,49.699933,75.290825,26.095625,97.534798,75.440747,-55.999333,54.452245,38.644543,88.582124,8.792198,-32.315476,-25.123957,21.798171,-85.989803,45.700350,63.289375,-22.052622,-53.477316,44.812429,0.721568,-45.980146,15.240037,-36.577753,-11.575404,-97.914092,19.041554,62.248220,3.564382,-18.746441,13.721371,1.208797,16.888425,26.761258,19.764433,65.146038,93.020733,13.695830,-46.198040,-13.282255,-11.823302,-89.337775,-27.191781,45.022003,70.743433,-4.507734,-60.810916,97.571511,-60.658122,-58.204214,90.881493,-55.366999,-39.225821,2.660591,8.632142,49.289279,-35.923055,-59.989018,-44.806442,28.014798,-93.561866,1.839622,92.576578,63.037857,-74.145695,28.878965,71.985610,-64.465144,58.258270,5.918678,97.474579,76.123183,11.761789,-4.723532,12.935818,32.180007,37.222230,7.381185,74.338616,20.531061,22.844597,-30.430247,-92.001811,94.406881,-25.706838,-44.877357,90.951752,1.784412,69.719102,17.886948,4.618394,21.909210,74.681696,49.372187,-3.270971,49.011249,-53.271898,-61.420281,61.486480,26.892794,-11.935827,-38.877209,-76.063306,38.249806,-69.744403,-3.442088,33.814949,21.079616,68.485271,75.672297,-43.119185,30.376558,-52.164176,-1.768002,-55.411157,23.256844,-7.174002,-63.506939,-88.662363,96.723803,-16.435832,33.363784,42.603112,47.216060,25.897411,-2.566545,82.718955,54.740123,7.388683,81.447940,6.556804,92.385591,-88.756172,-83.348381,-71.583634,-14.001170,94.096017,43.931571,61.882296,4.748487,87.352150,-42.062376,-18.473970,-74.746807,48.274018,0.111737,-20.357163,-23.804855,4.102136,65.582829,50.207680,-9.257234,3.980376,-83.264369,-29.659307,27.391745,-6.293830,17.624236,-52.783034,-93.646260,-80.513396,5.364162,-20.067564,-80.101494,30.564890,84.595310,17.043116,24.703189,-19.640204,-1.994399,-11.633406,38.359712,91.495232,-15.521338,39.590741,-9.153642,1.996942,-13.867756,5.534246,-49.185647,-76.987924,78.097208,-43.890784,-42.389335,-89.806598,95.763908,-35.564246,-47.855668,-15.119000,-87.621167,-43.318362,-58.105737,36.435517,-61.372229,-87.198573,-87.148280,28.026083,-34.893690,50.663054,-28.101124,85.762911,96.233762,43.468522,-14.125084,23.730973,-35.580713,-93.349192,-59.601927,45.791673,91.639589,32.337874,72.662128,-78.684856,15.437152,26.809191,9.973410,80.197039,76.557284,-22.257777,43.946003,14.507281,-49.673352,86.829215,-97.400041,38.019885,80.603839,96.900084,10.453463,0.703676,0.869279,99.592894,24.050291,-13.271299,32.101573,-93.071917,90.637235,-43.368559,69.294434,-32.035162,-16.431489,-47.346512,-46.189068,63.006903,37.620169,-56.727767,68.813466,37.797548,92.583446,-95.276800,-47.157495,3.978244,-73.174159,24.437958,5.032938,84.076561,-49.039154,-25.837168,-45.592364,84.584977,99.465819,95.931809,12.263903,-36.641274,-19.749971,-1.094223,87.082604,68.173497,-49.543012,27.997664,-81.537629,-73.227322,-37.590885,27.748398,-68.934255,-10.009596,13.285317,39.323049,-14.685029,-75.659861,-1.955707,95.400773,3.616938,96.374654,35.390085,-22.720619,61.857541,-5.578809,-36.454498,-8.630153,-17.328517,55.933047,-76.883822,-91.469506,40.876047,46.684181,0.263713,7.511712,-57.766712,33.387120,-0.169472,46.827619,59.120841,-50.833211,3.993366,25.321328,-20.798800,24.865347,-0.586174,-0.189465,27.842314,51.986404,-47.936057,-34.801680,-67.491509,-35.977652,-82.336514,0.586700,-57.389966,-18.772594,-74.571035,-90.580511,-57.267959,89.791744,95.584412,-6.725721,6.450026,8.730921,63.180219,-56.150771,30.549071,50.044256,-35.696091,-38.141007,7.116245,3.326892,24.445875,13.447849,29.991016,-6.712480,-4.964995,38.548362,3.199554,67.427544,53.706330,34.105877,93.415780,-31.258086,-29.688655,-12.359172,53.946552,-46.256173,-39.911885,75.634674,65.447123,-9.107247,-21.214569,-78.589749,-37.519915,75.099657,23.271319,-18.657051,34.096967,16.164617,19.270610,27.382499,-40.143349,95.044786,0.378525,35.043122,72.749667,-93.086795,8.916570,-4.017187,99.630172,-37.233555,14.107199,48.359773,38.324370,-92.241500,32.570031,-2.487880,-7.775281,19.524916,84.422413,9.084102,-0.922562,58.870072,16.972885,-38.245549,-10.082871,-25.618348,1.048708,52.973576,-40.133482,-44.745594,-81.574859,-39.596264,-87.494387,-6.361279,-5.161502,57.847579,32.757659,-19.487685,-95.9324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p=c(587,238,481,750,813,741,952,85,361,879,55,944,223,500,699,570,755,562,638,569,661,800,309,15,121,259,995,746,913,204,50,535,973,783,635,882,499,203,803,487,703,418,140,531,553,854,337,511,270,148,991,433,147,971,761,66,162,550,406,530,328,574,70,858,880,985,21,227,374,941,131,714,555,909,474,673,210,526,22,582,34,693,260,665,108,765,32,865,888,705,689,369,957,3,68,630,893,314,336,771,586,936,128,910,907,671,33,793,571,327,563,912,934,510,136,519,554,513,725,978,257,380,716,201,349,702,344,494,299,256,728,619,403,442,427,816,632,174,883,461,352,577,237,823,536,507,568,947,286,695,496,102,342,732,370,378,323,503,117,170,310,366,291,828,625,467,175,476,230,495,963,27,488,988,713,399,837,54,924,508,724,320,39,634,205,692,153,967,181,527,341,48,5,605,597,719,584,240,428,524,811,165,26,643,253,996,382,77,886,766,74,350,596,144,385,836,972,722,930,465,8,150,521,300,276,302,288,141,867,452,954,769,855,676,892,272,917,929,616,45,895,398,478,958,292,219,966,118,739,64,107,421,881,529,840,677,149,701,601,824,797,56,134,365,593,484,163,396,792,135,534,655,666,469,922,517,602,726,891,923,565,71,189,184,777,943,851,709,738,658,890,801,557,338,171,284,285,717,852,154,810,706,509,186,388,409,617,145,389,355,809,969,975,542,415,2,278,591,525,748,901,38,951,887,633,626,688,35,502,512,234,439,19,152,16,239,31,977,498,898,788,460,590,58,774,637,620,599,139,313,470,730,645,585,955,180,383,723,407,600,280,249,807,479,263,446,900,243,448,911,208,120,612,743,820,52,920,987,222,273,116,178,489,376,994,400,806,528,188,848,691,603,621,451,697,492,24,595,297,768,480,346,61,690,515,161,303,214,104,659,983,401,668,59,142,1,606,727,7,931,463,228,641,20,884,410,215,450,132,756,472,926,422,462,206,82,371,778,37,949,12,889,176,611,770,812,395,674,277,17,84,814,62,81,979,420,556,13,857,293,91,650,682,332,453,608,92,417,541,760,340,248,252,919,307,846,459,172,859,914,663,123,129,870,229,405,844,667,268,845,871,628,872,982,707,267,69,696,833,47,391,483,549,780,751,490,28,861,402,968,83,279,294,158,432,458,67,86,486,301,97,413,44,255,354,122,317,311,177,539,782,269,96,53,119,322,856,441,283,392,664,540,518,757,795,1000,411,559,928,547,787,598,373,112,654,704,961,831,842,151,375,88,4,720,194,876,940,197,362,49,157,435,357,466,588,312,629,454,51,168,103,209,231,190,589,805,298,281,114,615,10,545,953,573,647,447,533,999,775,351,431,125,874,265,271,544,57,897,759,221,576,998,224,835,89,75,962,164,583,430,538,799,938,434,990,477,497,90,821,927,639,997,485,878,572,404,618,98,718,506,106,516,729,43,266,546,345,564,289,683,649,191,436,657,274,109,505,429,678,363,935,347,903,213,246,905,742,491,295,708,315,631,669,624,78,334,80,79,899,652,537,41,604,915,65,993,245,220,358,30,767,575,244,791,316,784,656,445,786,946,758,694,394,908,455,76,894,948,648,235,199,143,980,744,282,166,368,113,482,87,827,752,423,686,173,258,377,321,25,798,330,390,169,956,379,675,636,959,745,419,397,290,925,217,939,849,367,335,386,829,18,424,440,247,426,360,501,579,262,242,558,324,578,989,456,226,444,623,680,817,381,763,187,552,896,95,753,754,160,414,566,561,111,869,785,736,789,721,981,781,115,250,353,660,826,933,343,14,804,325,356,864,808,607,384,73,443,202,841,254,711,185,847,965,710,287,642,437,622,825,790,393,580,700,684,182,110,749,712,822,672,679,308,372,464,984,100,72,329,976,594,986,921,457,942,124,416,687,306,860,408,236,868,42,198,318,974,776,192,830,200,543,504,819,216,875,471,850,364,167,779,863,715,737,159,23,438,319,843,794,932,60,137,11,275,333,523,304,196,183,918,551,802,646,762,560,359,156,493,520,387,581,902,179,873,685,449,937,670,468,532,862,815,99,473,662,218,93,261,425,46,126,592,207,970,138,747,614,514,296,127,305,331,772,640,866,155,731,225,548,698,945,853,610,613,906,241,681,644,904,211,264,839,960,339,412,105,522,233,651,29,950,764,146,609,733,796,94,101,627,212,773,885,992,195,838,740,834,877,193,734,232,6,251,916,36,735,130,326,475,964,348,9,818,567,653,832,133,63,40);
D=1000;
m = 50;
G = D/m;
x=x-o;
fit = 0;
for(k in 1:G){
index = ((k-1)*m+1):(k*m);
fit = fit + schwefel_func(x[p[index]]);
}
return(fit);
}
jaegea/MEIGOR documentation built on April 8, 2024, 9:36 a.m.
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f17<-function(x){
schwefel_func <- function(x){
D = length(x);
fit = 0;
for(i in 1:D){
fit = fit + sum(x[1:i])^2;
}
return(fit);
}
o=c(-54.295202,-35.862424,76.918014,-72.780223,-90.989531,33.266747,41.553851,47.983536,-37.049609,-91.258868,-15.695641,17.923812,-59.700122,-3.445502,-41.377830,-34.065971,30.229277,10.288582,35.155954,-7.396176,19.838121,-13.141971,-69.577349,-54.095531,51.817434,97.467974,-45.433998,74.350625,-48.963500,-75.168710,-34.615281,-55.506365,8.501588,67.252428,-27.592291,7.415197,-80.045617,-39.246538,-26.190681,43.996050,-44.632915,-23.460522,-36.297297,70.329619,-18.245160,-30.725534,-8.829471,60.323488,-18.246429,-79.860060,28.434072,-20.506651,-96.139590,-71.032232,-8.981176,-9.073709,-16.617365,-52.342833,-24.914073,20.103871,-64.494270,45.606255,-30.150425,-6.218975,50.490014,-39.000997,-85.108686,4.453765,81.078766,6.223897,-47.837223,-45.220358,26.257608,-84.086156,-21.802907,-11.901142,-48.945338,99.585934,-14.407091,-25.145760,75.609765,49.699933,75.290825,26.095625,97.534798,75.440747,-55.999333,54.452245,38.644543,88.582124,8.792198,-32.315476,-25.123957,21.798171,-85.989803,45.700350,63.289375,-22.052622,-53.477316,44.812429,0.721568,-45.980146,15.240037,-36.577753,-11.575404,-97.914092,19.041554,62.248220,3.564382,-18.746441,13.721371,1.208797,16.888425,26.761258,19.764433,65.146038,93.020733,13.695830,-46.198040,-13.282255,-11.823302,-89.337775,-27.191781,45.022003,70.743433,-4.507734,-60.810916,97.571511,-60.658122,-58.204214,90.881493,-55.366999,-39.225821,2.660591,8.632142,49.289279,-35.923055,-59.989018,-44.806442,28.014798,-93.561866,1.839622,92.576578,63.037857,-74.145695,28.878965,71.985610,-64.465144,58.258270,5.918678,97.474579,76.123183,11.761789,-4.723532,12.935818,32.180007,37.222230,7.381185,74.338616,20.531061,22.844597,-30.430247,-92.001811,94.406881,-25.706838,-44.877357,90.951752,1.784412,69.719102,17.886948,4.618394,21.909210,74.681696,49.372187,-3.270971,49.011249,-53.271898,-61.420281,61.486480,26.892794,-11.935827,-38.877209,-76.063306,38.249806,-69.744403,-3.442088,33.814949,21.079616,68.485271,75.672297,-43.119185,30.376558,-52.164176,-1.768002,-55.411157,23.256844,-7.174002,-63.506939,-88.662363,96.723803,-16.435832,33.363784,42.603112,47.216060,25.897411,-2.566545,82.718955,54.740123,7.388683,81.447940,6.556804,92.385591,-88.756172,-83.348381,-71.583634,-14.001170,94.096017,43.931571,61.882296,4.748487,87.352150,-42.062376,-18.473970,-74.746807,48.274018,0.111737,-20.357163,-23.804855,4.102136,65.582829,50.207680,-9.257234,3.980376,-83.264369,-29.659307,27.391745,-6.293830,17.624236,-52.783034,-93.646260,-80.513396,5.364162,-20.067564,-80.101494,30.564890,84.595310,17.043116,24.703189,-19.640204,-1.994399,-11.633406,38.359712,91.495232,-15.521338,39.590741,-9.153642,1.996942,-13.867756,5.534246,-49.185647,-76.987924,78.097208,-43.890784,-42.389335,-89.806598,95.763908,-35.564246,-47.855668,-15.119000,-87.621167,-43.318362,-58.105737,36.435517,-61.372229,-87.198573,-87.148280,28.026083,-34.893690,50.663054,-28.101124,85.762911,96.233762,43.468522,-14.125084,23.730973,-35.580713,-93.349192,-59.601927,45.791673,91.639589,32.337874,72.662128,-78.684856,15.437152,26.809191,9.973410,80.197039,76.557284,-22.257777,43.946003,14.507281,-49.673352,86.829215,-97.400041,38.019885,80.603839,96.900084,10.453463,0.703676,0.869279,99.592894,24.050291,-13.271299,32.101573,-93.071917,90.637235,-43.368559,69.294434,-32.035162,-16.431489,-47.346512,-46.189068,63.006903,37.620169,-56.727767,68.813466,37.797548,92.583446,-95.276800,-47.157495,3.978244,-73.174159,24.437958,5.032938,84.076561,-49.039154,-25.837168,-45.592364,84.584977,99.465819,95.931809,12.263903,-36.641274,-19.749971,-1.094223,87.082604,68.173497,-49.543012,27.997664,-81.537629,-73.227322,-37.590885,27.748398,-68.934255,-10.009596,13.285317,39.323049,-14.685029,-75.659861,-1.955707,95.400773,3.616938,96.374654,35.390085,-22.720619,61.857541,-5.578809,-36.454498,-8.630153,-17.328517,55.933047,-76.883822,-91.469506,40.876047,46.684181,0.263713,7.511712,-57.766712,33.387120,-0.169472,46.827619,59.120841,-50.833211,3.993366,25.321328,-20.798800,24.865347,-0.586174,-0.189465,27.842314,51.986404,-47.936057,-34.801680,-67.491509,-35.977652,-82.336514,0.586700,-57.389966,-18.772594,-74.571035,-90.580511,-57.267959,89.791744,95.584412,-6.725721,6.450026,8.730921,63.180219,-56.150771,30.549071,50.044256,-35.696091,-38.141007,7.116245,3.326892,24.445875,13.447849,29.991016,-6.712480,-4.964995,38.548362,3.199554,67.427544,53.706330,34.105877,93.415780,-31.258086,-29.688655,-12.359172,53.946552,-46.256173,-39.911885,75.634674,65.447123,-9.107247,-21.214569,-78.589749,-37.519915,75.099657,23.271319,-18.657051,34.096967,16.164617,19.270610,27.382499,-40.143349,95.044786,0.378525,35.043122,72.749667,-93.086795,8.916570,-4.017187,99.630172,-37.233555,14.107199,48.359773,38.324370,-92.241500,32.570031,-2.487880,-7.775281,19.524916,84.422413,9.084102,-0.922562,58.870072,16.972885,-38.245549,-10.082871,-25.618348,1.048708,52.973576,-40.133482,-44.745594,-81.574859,-39.596264,-87.494387,-6.361279,-5.161502,57.847579,32.757659,-19.487685,-95.9324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6,39.006134,-45.002165,-4.050413,94.039967,-11.431160,-5.229098,42.380602,13.889134,-33.860428,-29.291984,84.446959,-61.112541,18.576389,67.250553,-4.106522,29.303912,81.343347,30.065490,70.153127,-76.968758,-67.750399,67.599037,0.825083,-71.761767,-7.883320,-71.544387,-58.698403,59.082829,99.307190,-28.775894,-64.678982,71.134944,-64.583259,62.362303);
p=c(587,238,481,750,813,741,952,85,361,879,55,944,223,500,699,570,755,562,638,569,661,800,309,15,121,259,995,746,913,204,50,535,973,783,635,882,499,203,803,487,703,418,140,531,553,854,337,511,270,148,991,433,147,971,761,66,162,550,406,530,328,574,70,858,880,985,21,227,374,941,131,714,555,909,474,673,210,526,22,582,34,693,260,665,108,765,32,865,888,705,689,369,957,3,68,630,893,314,336,771,586,936,128,910,907,671,33,793,571,327,563,912,934,510,136,519,554,513,725,978,257,380,716,201,349,702,344,494,299,256,728,619,403,442,427,816,632,174,883,461,352,577,237,823,536,507,568,947,286,695,496,102,342,732,370,378,323,503,117,170,310,366,291,828,625,467,175,476,230,495,963,27,488,988,713,399,837,54,924,508,724,320,39,634,205,692,153,967,181,527,341,48,5,605,597,719,584,240,428,524,811,165,26,643,253,996,382,77,886,766,74,350,596,144,385,836,972,722,930,465,8,150,521,300,276,302,288,141,867,452,954,769,855,676,892,272,917,929,616,45,895,398,478,958,292,219,966,118,739,64,107,421,881,529,840,677,149,701,601,824,797,56,134,365,593,484,163,396,792,135,534,655,666,469,922,517,602,726,891,923,565,71,189,184,777,943,851,709,738,658,890,801,557,338,171,284,285,717,852,154,810,706,509,186,388,409,617,145,389,355,809,969,975,542,415,2,278,591,525,748,901,38,951,887,633,626,688,35,502,512,234,439,19,152,16,239,31,977,498,898,788,460,590,58,774,637,620,599,139,313,470,730,645,585,955,180,383,723,407,600,280,249,807,479,263,446,900,243,448,911,208,120,612,743,820,52,920,987,222,273,116,178,489,376,994,400,806,528,188,848,691,603,621,451,697,492,24,595,297,768,480,346,61,690,515,161,303,214,104,659,983,401,668,59,142,1,606,727,7,931,463,228,641,20,884,410,215,450,132,756,472,926,422,462,206,82,371,778,37,949,12,889,176,611,770,812,395,674,277,17,84,814,62,81,979,420,556,13,857,293,91,650,682,332,453,608,92,417,541,760,340,248,252,919,307,846,459,172,859,914,663,123,129,870,229,405,844,667,268,845,871,628,872,982,707,267,69,696,833,47,391,483,549,780,751,490,28,861,402,968,83,279,294,158,432,458,67,86,486,301,97,413,44,255,354,122,317,311,177,539,782,269,96,53,119,322,856,441,283,392,664,540,518,757,795,1000,411,559,928,547,787,598,373,112,654,704,961,831,842,151,375,88,4,720,194,876,940,197,362,49,157,435,357,466,588,312,629,454,51,168,103,209,231,190,589,805,298,281,114,615,10,545,953,573,647,447,533,999,775,351,431,125,874,265,271,544,57,897,759,221,576,998,224,835,89,75,962,164,583,430,538,799,938,434,990,477,497,90,821,927,639,997,485,878,572,404,618,98,718,506,106,516,729,43,266,546,345,564,289,683,649,191,436,657,274,109,505,429,678,363,935,347,903,213,246,905,742,491,295,708,315,631,669,624,78,334,80,79,899,652,537,41,604,915,65,993,245,220,358,30,767,575,244,791,316,784,656,445,786,946,758,694,394,908,455,76,894,948,648,235,199,143,980,744,282,166,368,113,482,87,827,752,423,686,173,258,377,321,25,798,330,390,169,956,379,675,636,959,745,419,397,290,925,217,939,849,367,335,386,829,18,424,440,247,426,360,501,579,262,242,558,324,578,989,456,226,444,623,680,817,381,763,187,552,896,95,753,754,160,414,566,561,111,869,785,736,789,721,981,781,115,250,353,660,826,933,343,14,804,325,356,864,808,607,384,73,443,202,841,254,711,185,847,965,710,287,642,437,622,825,790,393,580,700,684,182,110,749,712,822,672,679,308,372,464,984,100,72,329,976,594,986,921,457,942,124,416,687,306,860,408,236,868,42,198,318,974,776,192,830,200,543,504,819,216,875,471,850,364,167,779,863,715,737,159,23,438,319,843,794,932,60,137,11,275,333,523,304,196,183,918,551,802,646,762,560,359,156,493,520,387,581,902,179,873,685,449,937,670,468,532,862,815,99,473,662,218,93,261,425,46,126,592,207,970,138,747,614,514,296,127,305,331,772,640,866,155,731,225,548,698,945,853,610,613,906,241,681,644,904,211,264,839,960,339,412,105,522,233,651,29,950,764,146,609,733,796,94,101,627,212,773,885,992,195,838,740,834,877,193,734,232,6,251,916,36,735,130,326,475,964,348,9,818,567,653,832,133,63,40);
D=1000;
m = 50;
G = D/m;
x=x-o;
fit = 0;
for(k in 1:G){
index = ((k-1)*m+1):(k*m);
fit = fit + schwefel_func(x[p[index]]);
}
return(fit);
}
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