Optimization of multi-objective mixed-integer problems with a model-based evolutionary algorithm in a black-box setting.
Krzysztof L. SadowskiDirk ThierensPeter A. N. BosmanPublished in: GECCO Companion (2021)
Keyphrases
- evolutionary algorithm
- black box
- multi objective
- optimization problems
- mixed integer
- optimization algorithm
- global optimization problems
- multi objective optimization
- differential evolution
- quadratic program
- nsga ii
- multiple objectives
- fitness function
- black boxes
- white box
- multi objective evolutionary algorithms
- metaheuristic
- linear program
- multi objective optimization problems
- genetic algorithm
- lot sizing
- benders decomposition
- symbiotic evolutionary algorithm
- particle swarm optimization
- benchmark problems
- knapsack problem
- search algorithm
- continuous variables
- feasible solution
- traveling salesman problem
- evolutionary strategy
- network design problem
- combinatorial optimization
- mixed integer program
- simulated annealing
- np hard
- special case
- continuous relaxation
- neural network