Behavior of crossover operators in NSGA-III for large-scale optimization problems.
Jiao-Hong YiLi-Ning XingGai-Ge WangJunyu DongAthanasios V. VasilakosAmir Hossein AlaviLing WangPublished in: Inf. Sci. (2020)
Keyphrases
- optimization problems
- crossover operator
- evolutionary algorithm
- traveling salesman problem
- mutation operator
- cost function
- genetic algorithm
- objective function
- differential evolution
- small scale
- constrained optimization problems
- genetic operators
- benchmark problems
- real world
- memetic algorithm
- nsga ii
- real coded genetic algorithms
- evolutionary computation
- genetic algorithm ga
- metaheuristic
- human behavior
- multi objective optimization
- optimization methods
- combinatorial optimization
- optimization criteria
- test problems
- premature convergence
- population diversity
- explore the search space
- simulated annealing