Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design.
Wenlong LyuFan YangChanghao YanDian ZhouXuan ZengPublished in: ICML (2018)
Keyphrases
- circuit design
- multi objective
- optimization algorithm
- multiple objectives
- conflicting objectives
- evolutionary optimization
- evolutionary algorithm
- optimum design
- multi objective optimization
- multiobjective optimization
- digital circuits
- design automation
- particle swarm optimization
- engineering design problems
- optimization problems
- optimization method
- particle swarm
- global optimization
- multi objective evolutionary algorithms
- efficient optimization
- bayesian networks
- ensemble learning
- pareto optimal
- ensemble methods
- estimation of distribution algorithms
- objective function
- random forest
- maximum likelihood
- genetic algorithm
- floating gate
- multi objective optimization problems
- classifier ensemble
- bi objective
- particle swarm optimization pso
- metaheuristic
- prediction accuracy
- data driven
- training set
- feature selection