An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble.
Shuhan ZhangFan YangChanghao YanDian ZhouXuan ZengPublished in: CoRR (2021)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary algorithm
- evolutionary optimization
- conflicting objectives
- multiobjective optimization
- optimum design
- multi objective optimization
- optimization problems
- particle swarm optimization
- optimization method
- concave convex procedure
- objective function
- engineering design problems
- efficient optimization
- multi objective evolutionary algorithms
- genetic algorithm
- neural network
- ensemble methods
- differential evolution
- ensemble learning
- multi objective evolutionary
- pareto optimal
- particle swarm
- global optimization
- linear programming
- trade off
- saddle point
- maximum likelihood
- feature selection
- training set
- multi objective optimization problems
- random forest
- nsga ii
- optimization methods