Multi-Objective Bayesian Global Optimization using expected hypervolume improvement gradient.
Kaifeng YangMichael EmmerichAndré H. DeutzThomas BäckPublished in: Swarm Evol. Comput. (2019)
Keyphrases
- global optimization
- multi objective
- particle swarm optimization
- nsga ii
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- pso algorithm
- genetic algorithm
- ant colony algorithm
- multiple objectives
- differential evolution
- objective function
- particle swarm optimization pso
- convergence speed
- global search
- multi objective optimization problems
- particle swarm optimization algorithm
- global optima
- constrained global optimization
- evolutionary programming
- hybrid algorithm
- metaheuristic
- maximum likelihood
- particle swarm
- bayesian estimation
- multi objective evolutionary algorithms
- deterministic annealing
- inverse problems
- bayesian framework
- optimal solution
- binary particle swarm optimization
- multi objective problems
- neural network