| Option |
Parameter
|
| Population Size | Population size |
| Number of Generations | Number of generations |
| Selection Operator | Selection operator: Tourament, Roullette, SUS |
| Tournament Size |
Tournament size for tournament selection operator
|
| Elitism |
Switch elitism for single objective GA
|
| Number of Elites |
Number of elites passed to next generation
|
| Encoding variable |
Type of encoding for a variable: Binary=1, Real=2
|
| Numbits variable |
Number of bits assigned to a binary variable
|
| Crossover type |
Type of real crossover: SBX, BLX
|
|
Crossover probability
|
Real crossover probability
|
| Alpha value for BLX | Value of α for BLX operator |
| Crossover distribution |
Distribution index for SBX crossover operator
|
| Mutation probability |
Mutation probability in real-space
|
| Mutation distribution |
Distribution index for mutation operator
|
| Algorithm Subtype | Mulit-objective optimization algorithm: NSGA II, SPEA II |
|
Restart Interval
|
Frequency of writing restart file for direct GA For multi-objective problems, this parameter governs the frequency of writing TradeOff files
|
| Max Repeat Optimum/Generations | Maximum number of generations allowed to repeat as a fraction of the totla number of generations allowed. |
|
Constraint Handling
|
Constraint handling types: Deb Efficient Constraint Handling, Penalty
|