Open Access
Table 1
Test function
| Function name | Number | Dimension n | Scope | Optimum value |
|---|---|---|---|---|
| Sphere Function | F1 | 30/100/500 | [-100,100] | 0 |
| Schwefel's Problem 2.22 | F2 | 30/100/500 | [-10,10] | 0 |
| Schwefel's Problem 1.2 | F3 | 30/100/500 | [-100,100] | 0 |
| Schwefel's Problem 2.21 | F4 | 30/100/500 | [-100,100] | 0 |
| Generalized Rosen brock's Function | F5 | 30/100/500 | [-30,30] | 0 |
| Step Function | F6 | 30/100/500 | [-100,100] | 0 |
| Quartic Function i.e., Noise | F7 | 30/100/500 | [-128,128] | 0 |
| Generalized Schwefel's Problem 2.26 | F8 | 30/100/500 | [-500,500] | -418.982 9×n |
| Generalized Rastrigin's Function | F9 | 30/100/500 | [-5.12,5.12] | 0 |
| Ackley's Function | F10 | 30/100/500 | [-32,32] | 0 |
| Generalized Griewank's Function | F11 | 30/100/500 | [-600,600] | 0 |
| Generalized Penalized Function1 | F12 | 30/100/500 | [-50,50] | 0 |
| Generalized Penalized Function2 | F13 | 30/100/500 | [-50,50] | 0 |
| Shekel's Family1 | F14 | 4 | [0,10] | -10.153 2 |
| Shekel's Family2 | F15 | 4 | [0,10] | -10.402 8 |
| Shekel's Family3 | F16 | 4 | [0,10] | -10.536 3 |
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