GitHub

Increasing the Scope as You Learn: BAxUS

💡 NOTE: If you're interested in BAxUS, please consider using Bounce, which comes with an improved trust region management policy, an easier setup, and batch parallelism. benchmark_runner.py -id 100 ...
IEEE

A GAN-Assisted Bi-Stage Bayesian Co-Evolution Optimization Algorithm for High-dimensional Expensive Many-Objective Problems

Abstract: Bayesian optimization (BO) struggles with data scarcity and poor scalability in high-dimensional expensive many-objective optimization problems (HEMaOPs). To address this, we propose a novel ...
IEEE

Versatile Genetic Algorithm-Bayesian Optimization(GA-BO) Bi-Level Optimization for Decoupling Capacitor Placement

Abstract: This paper proposes a versatile genetic algorithm-Bayesian optimization(GA-BO) bi-level optimization method, in which BO determines the optimal hyperparameters for GA that optimizes the ...