Research Article
An Adaptive Bacterial Foraging Optimization Algorithm with Lifecycle and Social Learning
Table 8
Results of BFOLS with different
values under
.
| |
Function | | | 10 | 20 | 30 | 50 | 100 |
| Rosenbrock 2D | Mean | | | | | | Rank |
4
|
5
|
3
|
2
|
1
| Rosenbrock 20D | Mean | | | | | | Rank |
1
|
2
|
3
|
4
|
5
| Griewank 2D | Mean | | | | | | Rank |
3
|
5
|
1
|
2
|
4
| Griewank 20D | Mean | | | | | | Rank |
1
|
5
|
3
|
2
|
4
| Ackley 2D | Mean | | | | | | Rank |
5
|
2
|
4
|
3
|
1
| Ackley 20D | Mean | | | | | | Rank |
3
|
1
|
2
|
5
|
4
| Schwefel2.22 2D | Mean | | | | | | Rank |
5
|
4
|
2
|
3
|
1
| Schwefel2.22 20D | Mean | | | | | | Rank |
5
|
4
|
3
|
2
|
1
|
| Average rank | 3.375 | 3.5 | 2.625 | 2.875 | 2.625 |
|
|