Table 8 Parameter levels of the NSGA-II and MOPSO algorithms.
Parameter levels of the NSGA-II algorithm | ||||
|---|---|---|---|---|
Factor | Level | Levels | ||
Low | Medium | High | ||
Crossover Percentage (PC) | 3 | 60% | 70% | 80% |
Mutation Percentage (PM) | 3 | 25% | 35% | 40% |
Mutation Rate (MU) | 3 | 2% | 3% | 4% |
Parameter levels of the MOPSO algorithm | ||||
|---|---|---|---|---|
Factor | Level | Levels | ||
Low | Medium | High | ||
Inertia weight (A) | 3 | 0.5 | 1 | 1.5 |
Inertia weight damping rate (B) | 3 | 0.85 | 0.9 | 0.95 |
Personal experience weight (C) | 3 | 0.02 | 0.03 | 0.04 |
Leader weight (D) | 3 | 1 | 2 | 3 |
Number of grids (E) | 3 | 2 | 3 | 4 |
Inflation rate for grids (F) | 3 | 9 | 10 | 11 |
Leader selection pressure (G) | 3 | 1 | 0.15 | 0.2 |
Deletion selection pressure (H) | 3 | 2 | 4 | 6 |
Mutation rate (J) | 3 | 0.02 | 0.1 | 0.8 |
