letianpao

MESMO

Matlab implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization

CEI

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

HK-RVEA

Source code for the HK-RVEA algorithm: Chugh, T., Allmendinger, R., Ojalehto, V., Miettinen, K., Surrogate-assisted Evolutionary Biobjective Optimization for Objectives with Non-uniform Latencies, in "Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2018)", Ed. by H. Aguirre, The Association of Computing Machinery (ACM), 609-616, 2018

Multiobjective_EGO_algorithms

The standard and parallel multiobjective EGO algorithms

Adaptive-Transfer-Gaussian-Process

awesome-bayesian-optimization

a curated list of bayesian optimization tutorials, papers, softwares

DDEA

DDEA-SE

Offline data-driven evolutionary optimization using selective surrogate ensembles

DDMOP

Competition on Online Data-Driven Multi-Objective Optimization

gpstuff

GPstuff - Gaussian process models for Bayesian analysis

GRBCM

ParEGO

A MATLAB implementation of the ParEGO algorithm

PlatEMO

Evolutionary multi-objective optimization platform

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMA-ES

Single_objective_EGO_algorithms

The standard and parallel single-objective EGO algorithms

Transfer-Stacking-Gaussian-Process

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习