| | Function name | Dimension | Search Space | Optima |
| f1 | Sphere | n | [−100, 100] | 0 | f2 | Schwefel’s Problem 2.22 | n | 10, 10 | 0 | f3 | Schwefel’s Problem 1.2 | n | [−100, 100] | 0 | f4 | Schwefel’s Problem 2.21 | n | [−100, 100] | 0 | f5 | Rosenbrock function | n | [−30, 30] | 0 | f6 | Step function | n | [−100, 100] | 0 | f7 | Quartic function | n | [−1.28, 1.28] | 0 | f8 | Schwefel function | n | [−512, 512] | −12569.5 | f9 | Rastrigin function | n | [−5.12, 5.12] | 0 | f10 | Ackley function | n | [−32, 32] | 0 | f11 | Griewank function | n | [−600, 600] | 0 | f12 | Penalized function 1 | n | [−50, 50] | 0 | f13 | Penalized function 2 | n | [−50, 50] | 0 | F1 | Shifted sphere function | n | [−100, 100] | −450 | F2 | Shifted Schwefel’s Problem 1.2 | n | [−100, 100] | −450 | F3 | Shifted rotated high conditioned elliptic function | n | [−100, 100] | −450 | F4 | Shifted Schwefel’s Problem 1.2 with noise in fitness | n | [−100, 100] | −450 | F5 | Schwefel’s Problem 2.6 with global optimum on bounds | n | [−30, 30] | −310 | F6 | Shifted Rosenbrock’s function | n | [−100, 100] | 390 | F7 | Shifted rotated Griewank’s function without bounds | n | Initialize in 0, 600 | −180 | F8 | Shifted rotated Ackley’s function with global optimum on bounds | n | [−32, 32] | −140 | F9 | Shifted Rastrigin’s function | n | [−5.12, 5.12] | −330 | F10 | Shifted Rotated Rastrigin’s function | n | [−5.12, 5.12] | −330 | F11 | Shifted Rotated Weierstrass function | n | −600, 600 | 90 | F12 | Schwefel’s Problem 2.13 | n | [−100, 100] | −460 | F13 | Expanded extended Griewank’s plus Rosenbrock’s function (F8F2) | n | [−50, 50] | −130 | F14 | Shifted rotated expanded scaffer’s F6 | n | [−100, 100] | −300 |
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