Research Article
PS-FW: A Hybrid Algorithm Based on Particle Swarm and Fireworks for Global Optimization
Table 1
The 22 high-dimensional benchmark functions.
| | Name | Function | Search space | Optimum |
| | Sphere | | | |
| | Griewank | | | |
| | Rosenbrock | | | |
| | Rastrigin | | | |
| | Noncontinuous Rastrigin |
| | |
| | Ackley | | | |
| | Rotated Hyper-Ellipsoid | | | |
| | Noisy Quadric | | | |
| | Schwefel’s problem 2.21 | | | |
| | Schwefel’s problem 2.22 | | | |
| | Schwefel’s problem 2.26 | | | |
| | Step | | | |
| | Levy |
| | |
| | Powell Sum | | | |
| | Sum squares | | | |
| | Zakharov | | | |
| | Mishra 7 | | | |
| | Weierstrass | | | | | , , |
| | Bent-Cigar | | | |
| | Trigonometric 2 | | | |
| | Quintic | | | |
| | Mishra 11 | | | 0 |
|
|
