An Efficient Batch-Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multiobjective Acquisition Ensemble.
Shuhan ZhangFan YangChanghao YanDian ZhouXuan ZengPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2022)
Keyphrases
- multi objective
- optimization algorithm
- multiobjective optimization
- multiple objectives
- concave convex procedure
- evolutionary multiobjective
- evolutionary algorithm
- optimum design
- uniform design
- conflicting objectives
- multi objective optimization
- genetic algorithm
- optimization method
- global optimization
- particle swarm optimization
- neural network
- multiobjective genetic algorithm
- efficient optimization
- artificial bee colony
- bi objective
- training data
- nsga ii
- lagrange multipliers
- pareto optimal solutions
- batch processing
- objective function
- successive approximation
- constrained optimization
- combinatorial optimization
- maximum likelihood