Research Article
Stochastic Constriction Cockroach Swarm Optimization for Multidimensional Space Function Problems
Table 3
Perfomance of CSO, MCSO, and SCCSO for dimension 20.
| Algorithm | Ackley | Levy | Quadric | Rastrigin | Rosenbrock | Schwefel | Sphere | Griewangk | Sum Square |
| CSO | | | | | | | | | | Best | | | | | | | | | | Average | | | | | | | | | | STD | | | | | | | | | | Success | | | | | | | | | | Time | 63.95 | 71.33 | 18.20 | 49.34 | 61.48 | 16.19 | 19.06 | 57.47 | 57.37 | MCSO | | | | | | | | | | Best | | | | | | | | | | Average | | | | | | | | | | STD | | | | | | | | | | Success | | | | | | | | | | Time | 0.21 | 73.729 | 0.21 | 0.20 | 54.506 | 0.17 | 0.18 | 0.18 | 0.16 | SCCSO | | | | | | | | | | Best | | | | | | | | | | Average | | | | | | | | | | STD | | | | | | | | | | Success | | | | | | | | | | Time | 0.18 | 74.22 | 0.20 | 0.18 | 54.59 | 0.206 | 0.17 | 0.17 | 0.21 |
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STD denotes standard deviation. Time denotes execution time in seconds.
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