Research Article
A Modified Sine-Cosine Algorithm Based on Neighborhood Search and Greedy Levy Mutation
Table 4
Test statistical results of functions
.
| | Benchmark function | PSO | DE | BA | TLBO | GWO | CSA | MSCA |
| | Best | -8.78252861E+3 | -12569.48662 | -8046.935903 | -9477.60 | -6861.79 | -5025.22 | -12569.5 | | Mean | -6.77371061E+3 | -12569.48662 | -7449.534539 | -8504.46 | -6279.36 | -4343.67 | -12569.5 | | Worst | -5.28468708E+3 | -12569.48662 | -6546.887655 | -7219.72 | -5690.82 | -3996.64 | -12569.5 | | Std | 8.52018857E+2 | 0 | 6.26E+02 | 6.27E+02 | 4.86E+02 | 2.59E+02 | 4.46E-09 |
| | Best | 7.14247120E+1 | 0 | 3.88050502E+1 | 0.00000000E+00 | 0 | 0 | 0 | | Mean | 1.04062178E+2 | 0 | 6.88525758E+1 | 1.10328088E+01 | 0 | 0 | 0 | | Worst | 1.39959354E+2 | 0 | 9.25326145E+1 | 1.89042170E+01 | 0 | 0 | 0 | | Std | 1.67952026E+1 | 0 | 2.00896972E+1 | 5.03185256E+00 | 0 | 0 | 0 |
| | Best | 7.14247120E+1 | 7.99360578E-15 | 1.27436962E+1 | 4.44089210E-15 | 4.44089210E-15 | 4.44089210E-15 | 8.88178420E-16 | | Mean | 1.04062178E+2 | 7.99360578E-15 | 1.40994295E+1 | 6.03961325E-15 | 6.57252031E-15 | 5.11344290E-01 | 8.88178420E-16 | | Worst | 1.39959354E+2 | 7.99360578E-15 | 1.52236570E+1 | 7.99360578E-15 | 7.99360577E-15 | 6.42084900 | 8.88178420E-16 | | Std | 1.67952026E+1 | 0 | 1.00814552 | 1.81336825E-15 | 1.94590142E-15 | 1.47695842 | 0 |
| | Best | 9.88503548E-01 | 0 | 1.58288061 | 0 | 0 | 0 | 0 | | Mean | 1.14979639 | 0 | 5.23743048 | 0 | 0 | 0 | 0 | | Worst | 1.52716622 | 0 | 8.12540112 | 0 | 0 | 0 | 0 | | Std | 1.32482422E-01 | 0 | 2.85874482 | 0 | 0 | 0 | 0 |
| | Best | 1.63117596 | 1.57054477E-32 | 5.12364688E-8 | 1.74802573E-32 | 6.59326073E-03 | 2.39498372E-01 | 1.57054477E-32 | | Mean | 5.10089444 | 1.57054477E-32 | 9.18135651E-1 | 4.42045801E-31 | 1.82811094E-02 | 3.34723047E-01 | 1.57094814E-32 | | Worst | 1.15654267E+01 | 1.57054477E-32 | 3.65772525 | 2.24517006E-30 | 3.24795465E-02 | 4.82802812E-01 | 1.57861209E-32 | | Std | 2.83503379 | 0 | 1.53913291 | 7.59973303E-31 | 9.60865202E-03 | 4.90236201E-02 | 1.80390681E-35 |
| | Best | 6.87542849 | 1.34978380E-32 | 6.72918021E+1 | 3.32193607E-32 | 4.22190070E-07 | 1.82820415 | 1.34978380E-32 | | Mean | 2.47313999E+01 | 1.34978380E-32 | 7.67009096E+1 | 2.33370756E-02 | 2.37062320E-01 | 2.03922706 | 1.34978380E-32 | | Worst | 5.64417701E+01 | 1.34978380E-32 | 9.56157748E+1 | 1.41320020E-01 | 4.97953608E-01 | 2.22177498 | 1.34978380E-32 | | Std | 1.57138147E+01 | 0 | 1.14084239E+1 | 3.71532141E-02 | 2.05206244E-01 | 1.06729486E-01 | 2.80801150E-48 |
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