standard, parallel, constrained, and multiobjective EGO algorithms

Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions

Open-source implementation of TEVC'2024 paper "Hypervolume-Guided Decomposition for Parallel Expensive Multiobjective Optimization"

A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization

Open-source implementations of TEVC'2010 paper, MOEA/D with Gaussian Process model

Open-source implementation of TEVC'2024 paper "Many-to-Few Decomposition: Linking R2-based and Decomposition-based Multiobjective Efficient Global Optimization Algorithms"