Table 3 Control parameters of hybrid algorithm and other state-of-the-art algorithms.
Algorithm | Population size | Mutation rate | Crossover rate | Max generations | Other parameters |
---|---|---|---|---|---|
MOPSO41 | 100 | 0.01 | N/A | 500 | Inertia Weight: 0.729, Cognitive Coef: 1.494, Social Coef: 1.494 |
MOEA-D28 | 100 | 0.02 | 0.9 | 500 | Decomposition Method: Tchebycheff, Neighbourhood Size: 20 |
MOWOA42 | 100 | 0.03 | N/A | 500 | Shape Parameter: 2, Scaling Factor: 1.5 |
NSGA-III40 | 100 | 0.02 | 0.9 | 500 | Distribution Index for Crossover: 20, Distribution Index for Mutation: 20 |
Proposed hybrid algorithm | 100 | 0.02 | 0.9 | 500 | Quantum-based Mutation, GWO Parameters, WOA Parameters |