| A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | AA | AB | |
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1 | Name Surname of group members | Group No | Algorithm | Function 1 | Function 2 | Function 3 | Function 4 | Function 5 | Function 6 | Functin 7 | Function 8 | Function 9 | Function 10 | Function 11 | Function 12 | Function 13 | Function 14 | Function 15 | Function 16 | Function 17 | Function 18 | Function 19 | Function 20 | Function 21 | Function 22 | Function 23 | Function 24 | |
2 | Global minimum | 21.1 | 26.91 | 311.6 | 311.6 | -48.47 | -91.36 | 32.49 | 71.6 | -356.7 | 51.03 | -96.65 | 553.39 | 9.88 | 405.47 | 64.25 | -43.28 | 227.51 | 227.51 | 73.06 | -123.81 | -44.42 | 222.1 | -1000 | -1.33 | |||
3 | Matej Pičulin | 1 | GenSA - for demonstration purpuses only, you are not allowed to use already implemented algorithms | 21.1 | 26.91 | 311.6 | 311.6 | -48.47 | -91.36 | 76.39421 | 71.6 | -356.7 | 51.0719 | -96.64997 | 553.39 | 9.880672 | 405.47 | 388.6039 | -32.68815 | 230.9546 | 242.0442 | 76.42571 | -123.129 | -42.48226 | 224.6905 | -999.4498 | 427.5631 | |
4 | 1 | Random search - 10000 iterations | 21.26663 | 45324.37 | 980.1141 | 919.4602 | -48.47 | -49.93835 | 546.4757 | 125.077 | -303.0077 | 37144.89 | 182.4922 | 113476.1 | 93.43493 | 405.5635 | 1150.376 | -24.91597 | 238.039 | 267.8602 | 79.37629 | -120.5242 | -43.17837 | 223.2854 | -996.754 | 481.6922 | ||
5 | Aljaž Šuštar, Simon Goričar | 2 | Simulated annealing | 21.1 | 42.0107 | 322.8852 | 328.2774 | -48.4032 | -90.0121 | 105.6853 | 75.7075 | -323.3152 | 5483.2111 | 154.1548 | 562.6107 | 10.9134 | 405.5071 | 279.1458 | -35.7465 | 231.4089 | 248.4109 | 77.9123 | -123.1702 | -43.2329 | 224.8712 | -999.07959 | 203.3282 | |
6 | 2 | Firefly optimization | 21.1 | 39.521366 | 827.9766 | 862.361468 | -41.966896 | -91.359968 | 43.777275 | 71.612753 | -356.22971 | 62.850576 | -96.649999 | 553.608671 | 11.129805 | 405.470091 | 174.720834 | -37.357435 | 234.303582 | 253.531071 | 74.819706 | -121.641126 | -43.725893 | 224.690548 | -999.72324 | 180.865046 | ||
7 | Nika Molan, Nina Mislej | 3 | Gradient Descent - 300 iterations | 21.1 | 39815.63 | 1441.91 | 1747.75 | -23.91 | -29.92 | 2225.85 | 499.89 | -120.22 | 139871.12 | 341.97 | 728246.51 | 288.43 | 405.49 | 575.29 | -9.14 | 229.34 | 253.28 | 90.73 | -122.66 | -43.72 | 224.16 | -995.72 | 840.97 | |
8 | 3 | Simulated annealing - 3000 iterations | 21.39 | 25920.63 | 1256.07 | 1330.9 | 168.67 | -67.81 | 433.45 | 122.27 | -310.42 | 26798.82 | 160.02 | 76399.54 | 74.85 | 405.69 | 1246.38 | -31.87 | 238 | 262.26 | 91.88 | -121.81 | -44.3 | 224.12 | -997.65 | 1041.31 | ||
9 | 3 | Covariance Matrix Adaptation Evolution Strategy - 10000 iterations (overall best) | 21.11 | 1063.63 | 445.92 | 694.65 | -40.03 | -90.45 | 99.46 | 100.35 | -349.91 | 1058.87 | 32.13 | 553.47 | 9.9 | 405.48 | 206.53 | -34.93 | 229.88 | 232.09 | 73.99 | -122.25 | -38.17 | 224.69 | -998.56 | 58.71 | ||
10 | 3 | Nelder-Mead Method - 1000000 iterations | 21.1 | 21727.95 | 1157.3 | 846.91 | -48.47 | 92.68 | 189.3 | 145.33 | -324.23 | 2583.39 | -16.14 | 554.76 | 18.3 | 405.48 | 1169.91 | -17.1 | 241.31 | 281.04 | 73.08 | -121.28 | -38.17 | 224.69 | -997.62 | 240.05 | ||
11 | Darko Bashukoski | 4 | Particle Swarm Optimization | 21.1 | 3247.2021 | 662.8173 | 886.67819 | -48.47 | -15.61 | 105.39 | 105.7092 | -280.14 | 1777.91 | -59.44 | 553.4 | 10.2 | 405.47 | 259.26 | -28.151 | 233.6 | 243.09 | 79.83 | -121.6 | -43.72 | 229.37 | -998.17 | 195.49 | |
12 | 4 | Best Descent Local Search | 21.1 | 449.18 | 3909.81 | 5267.33 | -48.47 | -91.36 | 4354.99 | 71.91 | -356.44 | 324.1 | -96.65 | 561.2 | 13.4 | 405.47 | 4707 | 19.56 | 244.28 | 330.16 | 113.23 | -122.46 | -42.48 | 229.37 | -997.74 | 1124.48 | ||
13 | Žiga Leskovec, Maksimiljan Vojvoda | 5 | Differential evolution | 23.049 | 1027.114 | 653.214 | 706.883 | -34.219 | 238.137 | 81.295 | 479.218 | 368.769 | 601743.668 | 281.019 | 1662482.712 | 236.442 | 408.835 | 459.697 | -10.923 | 230.538 | 238.989 | 81.132 | -120.312 | -37.667 | 229.873 | -996.264 | 422.581 | |
14 | 5 | Simulated annealing | 21.119 | 5571.229 | 440.983 | 505.74 | -44.778 | -91.278 | 45.985 | 103.409 | -334.872 | 8410.709 | 89.045 | 553.39 | 9.88 | 405.557 | 182.734 | -39.132 | 229.892 | 237.481 | 77.069 | -122.544 | -43.912 | 298.771 | -999.814 | 217.667 | ||
15 | Nikola Simjanovski, Kristijan Pucoski | 6 | Harmonic Search | 21.11190275 | 104.4818656 | 317.5766447 | 321.7807405 | -44.92858468 | -76.31702963 | 69.80221377 | 213.418237 | -317.0962477 | 79559.25852 | 91.92991136 | 11085.51324 | 43.45336972 | 405.5094416 | 300.9541768 | -9.641255098 | 228.483514 | 229.5445683 | 79.35828714 | -123.1055304 | -38.16499935 | 224.7121453 | -996.3973826 | 326.0386066 | |
16 | 6 | Guided Local Search | 21.29353685 | 14422.98232 | 850.8309593 | 1143.698315 | -48.47 | -87.04214478 | 53.05111778 | 125.3648932 | -300.925934 | 19761.39452 | -96.08789321 | 165055.3207 | 100.4374746 | 405.5817981 | 616.6337221 | -35.37667845 | 232.3032863 | 250.3877215 | 82.68231035 | -121.3019791 | -44.41900683 | 229.4278816 | -997.8389013 | 631.0925288 | ||
17 | Veronika Matek, Lenart Arvo Kos | 7 | Simulated annealing | 21.18924 | 26404.53 | 1412.537 | 1526.42 | -48.47 | -89.69414 | 109.4635 | 118.7606 | -310.4486 | 18424.46 | -86.27782 | 73052.36 | 63.97484 | 405.5274 | 1318.613 | -31.26234 | 242.9315 | 288.8965 | 91.86351 | -121.6169 | -42.62867 | 224.0758 | -996.8278 | 1073.277 | |
18 | 7 | Differential evolution | 21.10408 | 175.1407 | 368.3486 | 381.5675 | -48.47 | -31.62045 | 42.17059 | 259.3349 | -318.2901 | 133836.6 | 153.4351 | 31559.7 | 108.2369 | 405.5074 | 344.1326 | -12.04215 | 227.5355 | 228.3328 | 79.54168 | -121.6065 | -40.09101 | 224.71 | -996.8182 | 330.0722 | ||
19 | Matej Klančar, Anže Hočevar | 8 | Tabu Search | 21.1005 | 15855.3387 | 964.8523 | 1138.3855 | 159.6022 | -51.1477 | 200.2986 | 103.574 | -323.7996 | 14322.5101 | 244.67 | 973.9605 | 17.1009 | 405.473 | 525.3795 | -40.6193 | 253.6361 | 360.0972 | 84.014 | -122.1933 | -31.5651 | 243.8798 | -999.4627 | 654.0865 | |
20 | 8 | Genetic algorithm | 21.2936 | 14063.0087 | 335.6546 | 364.2041 | -39.3054 | 26.4496 | 47.0885 | 243.2846 | -288.7976 | 658253.8999 | 220.6028 | 309143.9476 | 150.4163 | 405.6382 | 325.824 | -20.5595 | 228.0657 | 229.2989 | 79.319 | -121.6298 | -38.0497 | 224.8246 | -996.6262 | 280.8592 | ||
21 | 8 | Differential evolution | 21.1 | 26.91 | 338.5531 | 354.3832 | -48.4689 | -91.2561 | 34.652 | 89.5849 | -327.1629 | 7503.8932 | 15.5838 | 553.5994 | 12.6526 | 405.4709 | 348.3936 | -14.4539 | 227.516 | 227.5709 | 79.8347 | -123.0303 | -38.1707 | 224.6905 | -996.8197 | 342.1307 | ||
22 | Aljaž Knific, Marko Zupančič Muc | 9 | Tabu search | 21.28498 | 9265.232 | 495.2873 | 545.0342 | -48.47 | -85.19834 | 35.71914 | 123.3908 | -302.122 | 8114.321 | 25.63053 | 160385.8 | 84.91568 | 405.5731 | 264.4745 | -39.81703 | 238.6292 | 273.9012 | 79.54796 | -122.0556 | -34.40253 | 229.434 | -996.0247 | 393.1687 | |
23 | 9 | Differential evolution | 21.10004 | 26.94861 | 374.2688 | 386.57 | -48.47 | -38.88184 | 40.43224 | 106.6557 | -328.0027 | 29621.26 | -17.47066 | 938.6926 | 22.20397 | 405.5713 | 307.1473 | -16.83623 | 227.7115 | 229.6007 | 79.59201 | -122.1567 | -42.4819 | 224.6912 | -997.1813 | 335.7155 | ||
24 | Jan Anžur | 10 | Simulated annealing | 21.1 | 16887.64251 | 628.010172 | 541.466465 | -22.586309 | -91.357855 | 82.518437 | 107.246385 | -321.905447 | 9068.464989 | 30.275396 | 553.409954 | 12.850437 | 405.471424 | 193.676659 | -33.605853 | 230.646499 | 239.455818 | 81.97927 | -122.077704 | -38.170684 | 224.690548 | -999.331745 | 423.764672 | |
25 | 10 | Differential evolution | 21.100001 | 26.92622 | 355.380973 | 525.518584 | -48.423925 | -91.357939 | 35.463773 | 106.202652 | -318.675793 | 7769.11265 | -24.858165 | 554.034813 | 11.508951 | 405.471373 | 136.890485 | -35.013253 | 227.543363 | 228.530905 | 75.329304 | -121.890205 | -38.170683 | 224.690549 | -999.643823 | 63.822224 | ||
26 | Vid Purgar, Vid Smole | 11 | Best descent | 21.1929938 | 18794.05553 | 1733.522571 | 2048.290736 | -48.47 | -88.93971283 | 61.74643191 | 168.8333668 | -310.3440602 | 19805.04981 | -94.58803972 | 58633.43679 | 59.36352066 | 405.5234844 | 2057.471585 | -24.78454416 | 261.5397067 | 324.9952062 | 98.39354536 | -121.3853218 | 21.42403366 | 252.240204 | -996.4682131 | 1646.157635 | |
27 | 11 | Particle Swarm Optimization | 21.1 | 1200.734371 | 435.1691195 | 526.0677181 | -48.47 | 12.11479692 | 80.76678249 | 106.7688441 | -317.7606832 | 6876.033551 | -87.26493105 | 553.5782787 | 11.52829774 | 405.4710079 | 237.372896 | -28.04722799 | 230.4342221 | 237.806486 | 75.24306774 | -122.082243 | -38.17068498 | 224.6905487 | -997.6019364 | 146.2986414 | ||
28 | 11 | Differential evolution | 21.10 | 26.91 | 311.60 | 311.60 | -48.47 | -49.10 | 115.91 | 102.15 | -322.65 | 104505.62 | 114.49 | 1045.05 | 14.54 | 405.48 | 376.17 | -31.42 | 232.92 | 246.37 | 79.46 | -123.36 | -44.08 | 223.78 | -998.59 | 378.41 | ||
29 | 11 | Simulated Annealing | 21.10 | 646.45 | 3044.51 | 5248.08 | -48.47 | -91.36 | 7140.31 | 71.86 | -356.49 | 543.49 | -96.65 | 562.08 | 11.35 | 405.47 | 2456.92 | 12.06 | 247.42 | 374.64 | 137.87 | -121.90 | -38.64 | 224.69 | -998.35 | 1074.67 | ||
30 | Ole Lenz, Nojus Gudinavičius | 12 | Particle Swarm optimization | 21.25705 | 70214.46 | 814.8423 | 837.6887 | 143.7741 | -79.34754 | 248.8927 | 153.7905 | -299.5844 | 52074.75 | 60.3333 | 172289.9 | 92.38464 | 405.5996 | 473.7888 | -29.14313 | 232.7912 | 248.2201 | 76.0871 | -120.6848 | -42.74475 | 224.7947 | -998.6726 | 271.6695 | |
31 | 12 | SA | 21.48805128 | 2030617.976 | 1572.276371 | 1590.036231 | 98.38016594 | -8.111783646 | 962.3467552 | 134.5568702 | -260.6321848 | 35788.79561 | 232.8877885 | 4925615.524 | 238.8117308 | 407.7047933 | 1597.416666 | -32.41572854 | 240.9865892 | 269.0838178 | 91.76915726 | 869.9549071 | -41.01125143 | 231.0440658 | -995.9246712 | 976.3829657 | ||
32 | Tadej Logar | 13 | Simulated annealing | 21.4859 | 108739.8281 | 1366.3367 | 1353.1913 | -10.6504 | -63.9419 | 123.3868 | 147.2426 | -280.9532 | 48587.0915 | 231.5436 | 235522.737 | 145.628 | 405.6856 | 1170.3169 | -27.8733 | 244.6514 | 356.0708 | 88.3851 | -121.1305 | -38.6653 | 229.5097 | -995.6133 | 1558.5303 | |
33 | 13 | Particle Swarm | 26.7084 | 27688.0449 | 465.5393 | 543.725 | 34.8356 | 417.2005 | 109.8513 | 571.9974 | -267.667 | 26410.7482 | 40.7001 | 1624451.047 | 267.0228 | 405.6754 | 303.7988 | -34.6021 | 230.9063 | 232.9489 | 80.028 | -122.3954 | -35.4528 | 228.7421 | -996.7374 | 314.7438 | ||
34 | Karim El Habashy | 14 | Simulated annealing | 21.216 | 32557.876 | 2179.108 | 1984.499 | -9.142 | -81.033 | 376.175 | 186.206 | -191.607 | 24669.049 | 124.422 | 107240.335 | 72.962 | 405.569 | 2105.793 | 13.905 | 240.211 | 323.18 | 103.412 | -120.852 | -26.529 | 243.949 | -994.972 | 1858.435 | |
35 | 14 | Genetic algorithm | 94.151 | 1262093.172 | 995.9 | 1387.139 | 201.674 | 63185.914 | 629.762 | 72367.964 | 81908.066 | 1526570.834 | 339.179 | 113576361.4 | 1580.753 | 432.08 | 857.589 | -7.693 | 235.122 | 256.587 | 86.595 | 17443.674 | 24.021 | 282.232 | -995.553 | 695.435 | ||
36 | Dustin Heither, Rok Filipovič | 15 | Artificial Bee Colony | 21.38595 | 48592 | 664.8009 | 772.8475 | -48.47 | 147.813 | 130.054 | 221.057 | -254.8603 | 25140.98 | -23.50971 | 238157.9 | 181.2332 | 405.8058 | 346.031 | -30.13906 | 232.9156 | 246.4662 | 76.24121 | -121.0472 | -41.99216 | 225.1818 | -998.1748 | 255.1919 | |
37 | 15 | Genetic Algorithm | 756.2604 | 63456989 | 8398.807 | 28944.73 | 874.1619 | 2978326 | 9495.417 | 2056747 | 1323406 | 60360224 | 40476237 | 7026866612 | 5531.311 | 940.2004 | 9159.321 | 60.02888 | 394.7131 | 860.8758 | 168.816 | 630652.7 | 42.10598 | 308.6584 | -979.7736 | 2007.467 | ||
38 | 15 | Simulated annealing | 27.77823258 | 130451.0316 | 650.1379208 | 719.3799902 | -48.47 | -0.94879888 | 77.32914324 | 1027.895853 | 576.4308337 | 121424.6464 | -54.9028947 | 5983391.865 | 491.346513 | 407.9072615 | 421.5896936 | -13.61636942 | 230.142633 | 236.62049 | 80.21775873 | -120.3026436 | -43.25963275 | 228.9911614 | -996.504571 | 352.1143561 | ||
39 | 15 | Tabu Search | 21.88231119 | 22743.22169 | 571.7968107 | 614.9244486 | -42.00964718 | -72.20586383 | 42.56031652 | 185.7008874 | -224.5502784 | 17730.82583 | -56.92688852 | 636641.246 | 180.5845145 | 405.8024483 | 336.2207827 | -37.13671894 | 228.377834 | 231.4730937 | 79.30745276 | -121.072078 | -42.44323158 | 224.1839254 | -997.5702892 | 328.1946466 | ||
40 | Niko Lemke | 16 | Simulated annealing | 21.23768249 | 13609.06821 | 988.0093802 | 943.7531751 | 2.173729851 | -87.56429541 | 50.11119194 | 122.289761 | -308.0839857 | 10416.89808 | 180.6368365 | 116158.3664 | 75.85083922 | 405.6323258 | 711.3498724 | -39.5062275 | 238.6217566 | 284.4548154 | 84.80340547 | -121.927599 | -38.01548869 | 225.0333793 | -997.3297784 | 1014.249226 | |
41 | 16 | Variable neighborhood search | 21.10000001 | 611.4777539 | 448.9039108 | 512.5811331 | -35.20533022 | -91.3599985 | 45.69353192 | 90.98777372 | -335.9868776 | 667.1685436 | -96.64999928 | 553.4351844 | 10.07470485 | 405.4700992 | 224.4379049 | -40.62885823 | 228.9240812 | 233.5443353 | 75.44999766 | -122.3091006 | -42.4822595 | 224.6905477 | -999.8143841 | 187.7922919 | ||
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