Table 1.
Optimization methods | Parameters | DFA | Hurst | RQA | Sample entropy | Fractal dimension | Kolmogorov complexity | Hjorth | LZC | LLE |
---|---|---|---|---|---|---|---|---|---|---|
Artificial flora | Mean | 5.26965 | 0.413804 | 3.689182 | 0.869676 | 0.41564 | 28.75062 | 0.4173837 | 0.416007 | 0.4172 |
Variance | 22.07468 | 0.000125 | 0.961903 | 1.100939 | 8.993E−06 | 311.8672 | 2.16155E−10 | 1.17142E−07 | 3.939E−08 | |
Skewness | 1.724139 | −7.92829 | −0.98766 | 2.580366 | −4.544 | 1.179709 | −6.72855 | 1.5590 | −3.7801 | |
Kurtosis | 5.223521 | 77.60378 | 0.927814 | 9.156234 | 30.0779 | 2.794157 | 49.372894 | 2.6237 | 20.561 | |
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Glowworm swarm | Mean | 2.320835 | 0.733608 | 0.396612 | 1.731146 | 0.74723 | 0.609228 | 0.196184 | 0.269188 | 0.1472 |
Variance | 1.03798 | 0.021621 | 0.001249 | 0.049742 | 0.019817 | 0.033745 | 2.14E−06 | 5.15E−06 | 0.00035 | |
Skewness | 1.903065 | 0.269845 | 1.104594 | −0.20551 | 0.240516 | 2.29958 | 0.698693 | 0.408151 | 1.02453 | |
Kurtosis | 4.714625 | 0.122304 | 2.464601 | 0.171725 | 0.032322 | 8.864067 | 0.245379 | 8.982281 | 2.43118 | |
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Black hole | Mean | 2.710718 | 0.351737 | 1.363744 | 2.227318 | 0.524266 | 3.234247 | 1.75846 | 1.61927 | 1.59492 |
Variance | 0.123383 | 0.044921 | 0.011921 | 0.524723 | 0.055867 | 0.173108 | 0.000821 | 0.005577 | 0.110766 | |
Skewness | 0.55226 | −0.2302 | −0.41571 | 1.004853 | −0.45211 | 0.861662 | 1.221792 | −11.2091 | 0.540982 | |
Kurtosis | 0.090556 | 0.133614 | −1.56857 | 4.072836 | 0.456164 | 0.082189 | −0.46675 | 226.0795 | 1.804519 | |
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Monkey search | Mean | 0.444369 | 0.000265 | 0.044637 | 0.066802 | 0.000593 | 0.786268 | 0.556733 | 0.740261 | 0.708153 |
Variance | 0.008841 | 6.47E−08 | 7.64E−05 | 0.000456 | 3.51E−07 | 0.005208 | 0.001272 | 0.003981 | 67.04619 | |
Skewness | 0.0065 | 2.394641 | 0.614119 | 0.430518 | 2.170684 | −0.33499 | 0.572398 | 19.90603 | 16.253 | |
Kurtosis | −0.13621 | 8.868095 | 0.241653 | 0.532993 | 6.750117 | 0.005905 | 0.058357 | 687.3791 | 282.403 |