Exploring Generative AIs as Population Variation Operator in Multi-objective Optimization Problems.
Gerardo Ibarra-VázquezHugo Terashima-MarínCarlos A. Coello CoelloPublished in: CEC (2024)
Keyphrases
- multi objective optimization problems
- multi objective
- multi objective evolutionary algorithms
- pareto optimal set
- multi objective optimization
- selection operator
- differential evolution
- nsga ii
- test problems
- evolutionary algorithm
- mutation operator
- optimization algorithm
- multi objective evolutionary
- generative model
- multiobjective optimization
- single objective optimization
- pareto optimal solutions
- optimization problems
- objective function
- multiple objectives
- pareto optimal
- particle swarm optimization
- dynamic programming
- search space
- decision making
- benchmark problems
- fuzzy logic