HandingWang

DDEA-SE

Offline data-driven evolutionary optimization using selective surrogate ensembles

DDMOP

Competition on Online Data-Driven Multi-Objective Optimization

RF-CMOCO

Handing Wang, Yaochu Jin, A Random Forest-Assisted Evolutionary Algorithm %for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems IEEE Transactions on Cybernetics, accept, 2018.

CALSAPSO

Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems

Two_Arch2

An Improved Two-Archive Algorithm for Many-Objective Optimization

MFB

Test Suite for Evolutionary Multi-Fidelity Optimization

TSA-BFEA

Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm

Corner-Sort

Corner Sort for Pareto-Based Many-Objective Optimization

ObjectiveReduction

Objective Reduction Based on Nonlinear Correlation Information Entropy

PD

Diversity Assessment in Many-Objective Optimization

MOKPs

MOKP instances

TT-DDEA

Pengfei Huang,Handing Wang,Yaochu Jin,Offine Data-Driven Evolutionary Optimization Based on Tri-Training, Swarm and Evolutionary Computation, Accepted.

DDEO-WCCI2020

WCCI2020 Competition on Offline Data-Driven Evolutionary Optimization

DDEO-CEC2021

SRK-DDEA

Stochastic Ranking for Offline Data-Driven Evolutionary Optimization Using Radial Basis Function Networks with Multiple Kernels