A parallel technique for multi-objective Bayesian global optimization: Using a batch selection of probability of improvement.
Kaifeng YangMichael AffenzellerGuozhi DongPublished in: Swarm Evol. Comput. (2022)
Keyphrases
- global optimization
- multi objective
- particle swarm optimization
- evolutionary algorithm
- multi objective optimization
- posterior probability
- pso algorithm
- optimization algorithm
- ant colony algorithm
- objective function
- global solution
- bayesian networks
- deterministic annealing
- multiple objectives
- inverse problems
- probability distribution
- genetic algorithm
- particle swarm
- constrained global optimization
- global search
- nsga ii
- evolutionary programming
- global optima
- image completion
- bayesian estimation
- prior probabilities
- binary particle swarm optimization
- neural network
- particle swarm optimization algorithm
- convergence speed
- global optimality
- differential evolution