A Combination of CMA-ES with Probability Distributions of Integer Variables for Mixed-Integer Black-Box Optimization.
Duc Manh NguyenPublished in: GECCO Companion (2024)
Keyphrases
- black box
- mixed integer
- integer variables
- probability distribution
- evolution strategy
- network design problem
- continuous variables
- linear program
- candidate solutions
- feasible solution
- convex hull
- lot sizing
- cutting plane
- mixed integer programming
- branch and bound algorithm
- objective function
- random variables
- optimal solution
- knapsack problem
- optimization problems
- valid inequalities
- optimization algorithm
- global optimization
- network design
- linear programming
- search algorithm
- bayesian networks
- conditional probabilities
- neural network
- traveling salesman problem
- combinatorial optimization
- differential evolution
- test cases
- cost function