S. nos. | Name of the function | Order of the function | WOA | DE | PSO |
---|---|---|---|---|---|
Fitness value | |||||
1 | High Conditioned Elliptic function | f1(x) | 3.5101e−80 | 3.5632 e−04 | 1.6684 e−80 |
2 | Bent Cigar function | f2(x) | 4.0897e−88 | 3.3893e−04 | 1.9313e−15 |
3 | Discuss function | f3(x) | 1.7573 e−73 | 8.6146 e−13 | 3.1554 e−22 |
4 | Rosenbrocks function | f4(x) | 1.1866 e−06 | 3.0034 e−03 | 1.6720 e−02 |
5 | Ackley's function | f5(x) | 4.4409 e−14 | 4.4409 e−14 | 4.4409 e−14 |
6 | Weierstrass function | f6(x) | 9.441375732713 e−03 | 9.441375732812 e−03 | 9.441375733129 e−03 |
7 | Griewanks function | f7(x) | 4.6928 e−08 | 7.0573 e−07 | 4.2514 e−06 |
8 | Rastrigins's function | f8(x) | 1.3548 e−80 | 5.6960 e−05 | 0.001.2 e−03 |
9 | Modified Schwefel's function | f9(x) | 0.0073 | 0.0038 | 0.0083 |
10 | Katsuura function | f10(x) | 1.7937 e−10 | 4.4305 e−10 | 1.7377 e−10 |
11 | HappyCat function | f11(x) | 1.7126 e−04 | 0.9555 | 1.6875 e−08 |
12 | HGBat function | f12(x) | 2.7428 e−06 | 2.5256 e−03 | 8.2076 e−04 |
13 | Expanded Griewanks plus Rosenbrocks function | f13(x) | 63.6412 | 4.5131 | 7.9816 |
14 | Expanded Schaffer's function | f14(x) | 0.009.7 e−03 | 0.006.5 e−03 | 5.32 e−02 |