Research Article
A Modified Sine-Cosine Algorithm Based on Neighborhood Search and Greedy Levy Mutation
Table 3
Test statistical results of functions
.
| | Benchmark function | PSO | DE | BA | TLBO | GWO | CSA | MSCA |
| | Best | 9.07650779E-01 | 1.65407264E-77 | 6.60911194E-06 | 0 | 0 | 2.41227653E-99 | 0 | | Mean | 1.97056172E+01 | 2.62600749E-76 | 8.47162999E-06 | 0 | 0 | 7.79692173E-86 | 0 | | Worst | 4.94364998E+01 | 6.31133690E-76 | 1.067648634E-05 | 0 | 0 | 1.54558620E-84 | 0 | | Std | 1.21250926E+01 | 2.65771348E-76 | 1.08812519E-06 | 0 | 0 | 3.45449900E-85 | 0 |
| | Best | 7.49555834E+00 | 4.70179283E-46 | 1.03934630E-02 | 0 | 1.33605985E-252 | 2.60844948E-63 | 0 | | Mean | 1.12174418E+01 | 7.29820866E-46 | 3.22204665E+01 | 0 | 1.92526708E-251 | 2.41170865E-57 | 0 | | Worst | 2.02022159E+01 | 1.09423091E-45 | 9.30092920E+01 | 0 | 4.70878320E-251 | 4.40324480E-56 | 0 | | Std | 3.24260462E+00 | 2.84907171E-46 | 4.25000382E+01 | 0 | 0.00000000E+00 | 9.80901847E-57 | 0 |
| | Best | 4.98125395E+02 | 3.62807984E+03 | 9.12788809E-06 | 3.04791020E-210 | 1.41705680E-163 | 4.35895925E-52 | 0 | | Mean | 1.26469111E+03 | 7.46153322E+03 | 1.50873736E-05 | 1.59616421E-203 | 1.49297576E-147 | 4.66854445E-46 | 0 | | Worst | 2.34229374E+03 | 1.07658866E+04 | 2.06438516E-05 | 1.07878223E-202 | 7.46124358E-147 | 4.16089002E-45 | 0 | | Std | 5.55711673E+02 | 2.67341362E+03 | 3.88507836E-06 | 0 | 3.33636341E-147 | 1.08000440E-45 | 0 |
| | Best | 6.02122506E+00 | 3.83820416E-07 | 9.12788809E-06 | 0 | 3.88068837E-114 | 3.39775522E-34 | 0 | | Mean | 8.61122109E+00 | 5.60317284E-07 | 1.50873736E-05 | 0 | 1.33829026E-112 | 4.65163872E-26 | 0 | | Worst | 1.21184255E+01 | 7.68100603E-07 | 2.06438516E-05 | 0 | 5.28812647E-112 | 9.30221952E-25 | 0 | | Std | 1.92051215E+00 | 1.68313586E-07 | 3.88507836E-06 | 0 | 2.22979531E-112 | 2.08002707E-25 | 0 |
| | Best | 1.98124514E+02 | 2.30707248E+01 | 1.86517166E-01 | 1.78074032E-02 | 2.51787920E+01 | 2.62363000E+01 | 7.76116677E-12 | | Mean | 1.01254587E+03 | 3.61624708E+01 | 1.79820932E+00 | 1.16810392E+00 | 2.61197789E+01 | 2.70812117E+01 | 5.82095129E-06 | | Worst | 3.26561071E+03 | 8.05070422E+01 | 4.19411715E+00 | 4.16880641E+00 | 2.70635443E+01 | 2.86501385E+01 | 2.47408894E-05 | | Std | 9.62804586E+02 | 2.48173576E+01 | 2.18569786E+00 | 1.09797628E+00 | 9.14735948E-01 | 6.82466657E-01 | 6.12299693E-11 |
| | Best | 9.25831394E+00 | 0.00000000E+00 | 7.20895352E-06 | 3.69778549E-32 | 2.60632647E-07 | 3.37812908E+00 | 0 | | Mean | 2.87969807E+01 | 0.00000000E+00 | 7.97379259E-06 | 3.12154725E-31 | 1.00333382E-01 | 3.73341278E+00 | 0 | | Worst | 6.59256512E+01 | 0.00000000E+00 | 8.81647389E-06 | 1.35893617E-30 | 2.51573695E-01 | 4.00431209E+00 | 0 | | Std | 1.56322191E+01 | 0.00000000E+00 | 6.01088500E-07 | 3.40671290E-31 | 1.37387749E-01 | 1.64786441E-01 | 0 |
| | Best | 1.01845349E-01 | 3.67133207E-03 | 2.30691046E-02 | 3.05530711E-05 | 2.42052731E-05 | 2.03984969E-06 | 5.95321712E-07 | | Mean | 2.09157287E-01 | 4.53974219E-03 | 3.06138991E-02 | 8.56177810E-05 | 5.18444251E-05 | 1.75661500E-05 | 2.06970501E-05 | | Worst | 3.76016628E-01 | 5.50134798E-03 | 3.63388054E-02 | 1.35008643E-04 | 9.24177878E-05 | 5.33965433E-05 | 5.50713991E-05 | | Std | 8.23611787E-02 | 6.65597117E-04 | 4.92468230E-03 | 2.77562650E-05 | 2.84763595E-05 | 1.42228474E-05 | 1.31769905E-05 |
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