The ddea from nicaio7o8

ddea's Introduction

This is a repository that collects various data-driven evolutionary algorithms (DDEA).

Model	Paper	Original Repository
DDEA-SE	Offline data-driven evolutionary optimization using selective surrogate ensembles	HandingWang/DDEA-SE
CALSAPSO	Committee-based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems	HandingWang/CALSAPSO
MGPSLPSO	Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems	Jetina/MGPSLPSO
SRK-DDEA	Ranking for Offline Data-Driven Evolutionary Optimization Using Radial Basis Function Networks with Multiple Kernels	Mikasa210/SRK-DDEA
CA-LLSO	A Classifier-Assisted Level-Based Learning Swarm Optimizer for Expensive Optimization	CarrieWei/CA-LLSO_Code
TT-DDEA	Offine Data-Driven Evolutionary Optimization Based on Tri-Training, Swarm and Evolutionary Computation	Mikasa210/TT-DDEA
RF-CMOCO	A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems	HandingWang/RF-CMOCO
K-RVEA	A surrogate-assisted reference vector guided evolutionary algorithm for computationally expensive many-objective optimization	tichugh/K-RVEA
HK-RVEA	Surrogate-assisted evolutionary biobjective optimization for objectives with non-uniform latencies	tichugh/HK-RVEA
TSA-BFEA	Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm	HandingWang/TSA-BFEA

Recommend Projects