Research Article
Stochastic Constriction Cockroach Swarm Optimization for Multidimensional Space Function Problems
Table 9
Comparison of success rate of CSO, MCSO, and SCCSO.
| | Ackley | Levy | Quadric | Rastrigin | Rosenbrock | Schwefel | Sphere | Griewangk | Sum Square | Number of 100% success rate |
| Dim 10 | | | | | | | | | | | CSO | 0.05 | 0.65 | 1 | 0.95 | 0.05 | 1 | 1 | 0.85 | 0.3 | 3 | MCSO | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 7 | SCCSO | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 7 | Dim 20 | | | | | | | | | | | CSO | 0 | 0.15 | 1 | 0.4 | 0 | 1 | 0.9 | 0.2 | 0.05 | 2 | MCSO | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 7 | SCCSO | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 7 | Dim 30 | | | | | | | | | | | CSO | 0 | 0.05 | 0.9 | 0.25 | 0 | 0.95 | 1 | 0.1 | 0.1 | 1 | MCSO | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 7 | SCCSO | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 7 | Dim 40 | | | | | | | | | | | CSO | 0 | 0.05 | 0.9 | 0.3 | 0 | 0.95 | 1 | 0.25 | 0 | 1 | MCSO | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 7 | SCCSO | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 7 |
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Total number of good success rate: CSO (7); MCSO (28); SCCSO (28).
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