No | Function | Type | Range | Global Optimum |
F1 | Sphere | US | [−100, 100] | 0 |
F2 | Schwefel2.22 | UN | [−10, 10] | 0 |
F3 | Schwefel2.21 | UN | [−100, 100] | 0 |
F4 | Rosenbrock | US | [−30, 30] | 0 |
F5 | Step | US | [−100, 100] | 0 |
F6 | Quartic | US | [−1.28, 1.28] | 0 |
F7 | Himmelblau | MS | [−5, 5] | −78.33236 |
F8 | Rastrigin | MS | [−5, 12, 5.12] | 0 |
F9 | Ackley | MN | [−32, 32] | 0 |
F10 | Griewank | MN | [−600, 600] | 0 |
F11 | Alpine | MS | [−10, 10] | 0 |
F12 | Weierstrass | MN | [−0.5, 0.5] | 0 |