Marginal Probability-Based Integer Handling for CMA-ES Tackling Single- and Multi-Objective Mixed-Integer Black-Box Optimization.
Ryoki HamanoShota SaitoMasahiro NomuraShinichi ShirakawaPublished in: ACM Trans. Evol. Learn. Optim. (2024)
Keyphrases
- black box
- mixed integer
- multi objective
- optimization algorithm
- evolution strategy
- evolutionary algorithm
- candidate solutions
- convex hull
- lot sizing
- optimization problems
- linear program
- feasible solution
- objective function
- continuous variables
- global optimization
- differential evolution
- particle swarm optimization
- optimal solution
- test cases
- joint distribution
- computational complexity
- multi objective evolutionary algorithms
- genetic algorithm