A Bayesian Optimization Algorithm for Constrained Simulation Optimization Problems with Heteroscedastic Noise.
Sasan AminiInneke Van NieuwenhuysePublished in: LION (2023)
Keyphrases
- optimization algorithm
- optimization problems
- multi objective
- evolutionary algorithm
- optimization method
- evolutionary multi objective
- global optima
- differential evolution
- nsga ii
- particle swarm optimization pso
- objective function
- optimization strategy
- metaheuristic
- cost function
- optimization methods
- simulation model
- noise level
- hybrid optimization algorithm
- bayesian networks
- traveling salesman problem
- global optimization
- signal to noise ratio
- control parameters
- combinatorial optimization problems
- min max
- multiobjective optimization
- maximum likelihood