Parameter tuning analysis results
| Algorithm | Parameter | Adopted value |
|---|---|---|
| MA-DPC | Population size: PopSize | 50 |
| MA-DPC | Number of segments in the piecewise function for the custom mutation operator: |I| | 4 |
| MA-DPC | Mutation rate values at each segment in the piecewise function: MutValues | [6; 4; 2; 2] |
| MA-DPC | Generation values at the beginning of each segment in the piecewise function: MutSteps | [0; 500; 1,000; 1,500; 2,000] |
| MA-DPC | Tournament size: TourSize | 30 |
| MA-DPC | Number of individuals selected at each tournament: IndSel | 5 |
| MA-DPC | Maximum number of generations: LastGen | 2,000 |
| MA | Population size: PopSize | 50 |
| MA | Mutation rate: MutRate | 2 |
| MA | Tournament size: TourSize | 30 |
| MA | Number of individuals selected at each tournament: IndSel | 5 |
| MA | Maximum number of generations: LastGen | 2,000 |
| EA | Population size: PopSize | 50 |
| EA | Mutation rate: MutRate | 2 |
| EA | Tournament size: TourSize | 30 |
| EA | Number of individuals selected at each tournament: IndSel | 5 |
| EA | Maximum number of generations: LastGen | 2,000 |
| SA | Initial temperature: T0 | 1,000 |
| SA | Temperature interval: ΔT | 0.5 |
| SA | Maximum number of iterations: LastIter | 2,000 |
| VNS | Number of neighborhood structures: Nstr | 50 |
| VNS | Exchange rate: ExRate | 2 |
| VNS | Maximum number of iterations: LastIter | 2,000 |
| Algorithm | Parameter | Adopted value |
|---|---|---|
| MA-DPC | Population size: | 50 |
| MA-DPC | Number of segments in the piecewise function for the custom mutation operator: | | 4 |
| MA-DPC | Mutation rate values at each segment in the piecewise function: | [6; 4; 2; 2] |
| MA-DPC | Generation values at the beginning of each segment in the piecewise function: | [0; 500; 1,000; 1,500; 2,000] |
| MA-DPC | Tournament size: | 30 |
| MA-DPC | Number of individuals selected at each tournament: | 5 |
| MA-DPC | Maximum number of generations: | 2,000 |
| MA | Population size: | 50 |
| MA | Mutation rate: | 2 |
| MA | Tournament size: | 30 |
| MA | Number of individuals selected at each tournament: | 5 |
| MA | Maximum number of generations: | 2,000 |
| EA | Population size: | 50 |
| EA | Mutation rate: | 2 |
| EA | Tournament size: | 30 |
| EA | Number of individuals selected at each tournament: | 5 |
| EA | Maximum number of generations: | 2,000 |
| SA | Initial temperature: | 1,000 |
| SA | Temperature interval: Δ | 0.5 |
| SA | Maximum number of iterations: | 2,000 |
| VNS | Number of neighborhood structures: | 50 |
| VNS | Exchange rate: | 2 |
| VNS | Maximum number of iterations: | 2,000 |
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