A dynamic multi-objective evolutionary algorithm with variational autoencoder-based prediction and annular-region exploration

doi:10.1016/j.asoc.2026.116475

A dynamic multi-objective evolutionary algorithm with variational autoencoder-based prediction and annular-region exploration

2026-09-21

0

PRE

AI

DOI：10.1016/j.asoc.2026.116475

Original

Original request for help

Save

Abstract

En 中文

• A VAE-based prediction strategy models latent structures across environments. • A refinement and fusion mechanism improves predicted solution adaptability. • An annular-region exploration strategy enhances local search and PS uniformity.

Keywords:

Dynamic multi-objective optimization

Variational autoencoder

Annular-region exploration

Population optimization

Prediction

A dynamic multi-objective evolutionary algorithm with variational autoencoder-based prediction and annular-region exploration

Abstract

Journal

Organization

Cited Papers