Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design.
Kevin K. YangYuxin ChenAlycia LeeYisong YuePublished in: CoRR (2019)
Keyphrases
- design process
- optimal design
- stochastic optimization
- optimum design
- knowledge based systems
- optimization algorithm
- global optimization
- data sets
- design space
- engineering design
- monte carlo sampling
- structural design
- budget constraints
- efficient optimization
- stochastic search
- design principles
- particle swarm optimization
- genetic algorithm
- neural network