Table 24 Wilcoxon signed-rank test results for PSC-MTLBO vs. Other TLBO variants p < 0.05, indicating statistical significance in favor of PSC-MTLBO.
From: Parallel sub class modified teaching learning based optimization
Benchmark function | PSC-MTLBO vs. TLBO (p-value) | PSC-MTLBO vs. CPSO-TLBO (p-value) | PSC-MTLBO vs. GA-PSO-TLBO (p-value) | PSC-MTLBO vs. FATLBO (p-value) | PSC-MTLBO vs. CATLBO (p-value) |
|---|---|---|---|---|---|
Sphere | 0.002 | 0.004 | 0.007 | 0.013 | 0.021 |
Rosenbrock | 0.005 | 0.009 | 0.015 | 0.032 | 0.041 |
Rastrigin | 0.003 | 0.006 | 0.012 | 0.018 | 0.028 |
Griewank | 0.006 | 0.008 | 0.014 | 0.022 | 0.035 |
Ackley | 0.004 | 0.005 | 0.011 | 0.019 | 0.029 |
Weierstrass | 0.007 | 0.01 | 0.016 | 0.027 | 0.039 |
Schwefel | 0.008 | 0.013 | 0.019 | 0.033 | 0.045 |
Zakharov | 0.002 | 0.003 | 0.009 | 0.011 | 0.017 |
Dixon-price | 0.005 | 0.007 | 0.014 | 0.021 | 0.034 |
Levy | 0.006 | 0.008 | 0.015 | 0.024 | 0.037 |
Perm | 0.007 | 0.011 | 0.018 | 0.029 | 0.042 |
Sum squares | 0.002 | 0.004 | 0.009 | 0.016 | 0.025 |
Bent cigar | 0.003 | 0.006 | 0.012 | 0.019 | 0.031 |
High conditioned elliptic | 0.004 | 0.007 | 0.014 | 0.021 | 0.034 |
Cosine mixture | 0.006 | 0.009 | 0.017 | 0.023 | 0.036 |
