Asynchronous Batch Constrained Multi-Objective Bayesian Optimization for Analog Circuit Sizing
29TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC 2024（2024）
Key words
Multi-objective Optimization,Constrained Optimization,Bayesian Optimization,Constrained Multi-objective Optimization,Multi-objective Bayesian Optimization,Optimization Algorithm,Cloud Computing,Acquisition Function,Dynamic Selection,Dynamic Point,Multi-objective Optimization Algorithm,Candidate Points,Multi-objective Optimization Method,Constraint Handling,Alternative Models,Batch Size,Performance Metrics,Batch Mode,Figure Of Merit,Kriging,Gaussian Process Regression Model,Pareto Front,Synchronization Method,Circuit Performance,Large Batch Size,Metrics Of Interest,Integrated Circuit Design,Constrained Optimization Problem,Amplifier Circuit,Inclusion Exclusion
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