From: Optimal reactive power dispatch using a novel optimization algorithm
Function | Â | PSO | BBO | DE | ABC | HTS | TLBO | JAYA |
---|---|---|---|---|---|---|---|---|
G01 | Best | −15 | −14.977 | −15 | −15 |  − 15 | −15 | −15 |
(−15.00) | Mean | −14.71 | −14.7698 | −14.555 | −15 | −15 | −10.782 | −15 |
G02 | Best | −0.669158 | −0.7821 | −0.472 | −0.803598 | − 0 .7517 | −0.7835 | −0.803605 |
(−0.803619) | Mean | −0.41996 | −0.7642 | −0.665 | −0.792412 | −0.6437 | −0.6705 | −0.7968 |
G03 | Best | 1 | −1.0005 | −0.99393 | −1 | −1.0005 | −1.0005 | −1.005 |
(−1.0005) | Mean | 0.764813 | −0.3957 | −1 | −1 | −0.9004 | −0.8 | −1 |
G04 | Best | −30,665.539 | −30,665.539 | −30,665.539 | −30,665.539 | −30,665.539 | −30,665.539 | −30,665.539 |
(−30,665.539) | Mean | −30,665.539 | −30,411.865 | −30,665.539 | −30,665.539 | −30,665.539 | −30,665.539 | −30,665.539 |
G05 | Best | 5126.484 | 5134.2749 | 5126.484 | 5126.484 | 5126.486 | 5126.486 | 5126.486 |
−5126.486 | Mean | 5135.973 | 6130.5289 | 5264.27 | 5185.714 | 5126.5152 | 5126.6184 | 5126.5061 |
G06 | Best | −6961.814 | −6961.8139 | −6954.434 | −6961.814 | −6961.814 | −6961.814 | −6961.814 |
(−6961.814) | Mean | −6961.814 | −6181.7461 | −6954.434 | −6961.813 | −6961.814 | −6961.814 | −6961.814 |
G07 | Best | 24.37 | 25.6645 | 24.306 | 24.33 | 24.3104 | 24.3101 | 24.3062 |
−24.3062 | Mean | 32.407 | 29.829 | 24.31 | 24.473 | 24.4945 | 24.837 | 24.3092 |
G08 | Best | −0.095825 | −0.095825 | −0.095825 | −0.095825 | −0.095825 | −0.095825 | −0.095825 |
(−0.095825) | Mean | −0.095825 | −0.95824 | −0.095825 | −0.095825 | −0.095825 | −0.095825 | −0.095825 |
G09 | Best | 680.63 | 680.6301 | 680.63 | 680.634 | 680.6301 | 680.6301 | 680.6301 |
−680.6301 | Mean | 680.63 | 692.7162 | 680.63 | 680.634 | 680.6329 | 680.6336 | 680.6301 |
G10 | Best | 7049.481 | 7679.0681 | 7049.548 | 7053.904 | 7049.4836 | 7250.9704 | 7049.312 |
−7049.28 | Mean | 7205.5 | 8764.9864 | 7147.334 | 7224.407 | 7119.7015 | 7257.0927 | 7052.7841 |
G11 | Best | 0.749 | 0.7499 | 0.752 | 0.75 | 0.7499 | 0.7499 | 0.7499 |
−0.7499 | Mean | 0.749 | 0.83057 | 0.901 | 0.75 | 0.7499 | 0.7499 | 0.7499 |
G12 | Best | −1 | −1 | −1 | −1 | −1 | −1 | −1 |
(−1) | Mean | −0.998875 | −1 | −1 | −1 | −1 | −1 | −1 |
G13 | Best | 0.085655 | 0.62825 | 0.385 | 0.76 | 0.37319 | 0.44015 | 0.003625 |
(−0.05394) | Mean | 0.569358 | 1.09289 | 0.872 | 0.968 | 0.66948 | 0.69055 | 0.003627 |
G14 | Best | −44.9343 | 54.6679 | −45.7372 | −44.6431 | −47.7278 | −46.5903 | −47.7322 |
(–47.764) | Mean | −40.871 | 175.9832 | −29.2187 | −40.1071 | −46.4076 | −39.9725 | −46.6912 |
G15 | Best | 961.715 | 962.664 | 961.715 | 961.7568 | 961.715 | 961.715 | 961.715 |
−961.715 | Mean | 965.5154 | 1001.4367 | 961.7537 | 966.2868 | 961.75 | 962.8641 | 961.715 |
G16 | Best | −1.9052 | −1.9052 | −1.9052 | −1.9052 | −1.9052 | −1.9052 | −1.9052 |
(–1.9052) | Mean | −1.9052 | −1.6121 | −1.9052 | −1.9052 | −1.9052 | −1.9052 | −1.9052 |
G17 | Best | 8857.514 | 9008.5594 | 8854.6501 | 8859.713 | 8853.5396 | 8853.5396 | 8853.5396 |
−8853.5396 | Mean | 8899.4721 | 9384.268 | 8932.0444 | 8941.9245 | 8877.9175 | 8876.5071 | 8872.5402 |
G18 | Best | −0.86603 | −0.65734 | −0.86531 | −0.86603 | −0.86603 | −0.86603 | −0.86603 |
(–0.86603) | Mean | −0.8276 | −0.56817 | −0.86165 | −0.86587 | −0.77036 | −0.86569 | −0.86602 |
G19 | Best | 33.5358 | 39.1471 | 32.6851 | 33.3325 | 32.7132 | 32.7916 | 32.6803 |
−32.6555 | Mean | 36.6172 | 51.8769 | 32.768 | 36.0078 | 32.7903 | 34.0792 | 32.7512 |
G20 | Best | 0.24743 | 1.26181 | 0.24743 | 0.24743 | 0.24743 | 0.24743 | 0.24139 |
−0.204979 | Mean | 0.97234 | 1.43488 | 0.26165 | 0.80536 | 0.25519 | 1.22037 | 0.24385 |
G21 | Best | 193.7311 | 198.8151 | 193.7346 | 193.7343 | 193.7264 | 193.7246 | 193.5841 |
−193.274 | Mean | 345.6595 | 367.2513 | 366.9193 | 275.5436 | 256.6091 | 264.6092 | 193.7219 |
G22 | Best | −258.74 | −267.15 | −249.12 | −243.43 | −272.78 | −248.78 | −242.45 |
−236.4309 | Mean | −255.55 | −254.44 | −249.46 | −251.33 | −265.66 | −252.56 | −239.05 |
G23 | Best | −105.9826 | 2.3163 | −72.642 | −43.2541 | −390.6472 | −385.0043 | −391.5192 |
(–400.055) | Mean | −25.9179 | 22.1401 | −7.2642 | −4.3254 | −131.2522 | −83.7728 | −381.2312 |
G24 | Best | −5.508 | −5.508 | −5.508 | −5.508 | −5.508 | −5.508 | −5.508 |
(−5.5080) | Mean | −5.508 | −5.4982 | −5.508 | −5.508 | −5.508 | −5.508 | −5.508 |