Towards Multi-Objective High-Dimensional Feature Selection via Evolutionary Multitasking

no code implementations • 3 Jan 2024 • Yinglan Feng, Liang Feng, Songbai Liu, Sam Kwong, Kay Chen Tan

A task-specific knowledge transfer mechanism is designed to leverage the advantage information of each task, enabling the discovery and effective transmission of high-quality solutions during the search process.

feature selection Transfer Learning

Distributed Differential Evolution Based on Adaptive Mergence and Split for Large-Scale Optimization

1 code implementation • IEEE Transactions on Evolutionary Computation 2021 • Yinglan Feng, Liang Feng, Senior Member, Sam Kwong, and Kay Chen Tan, Fellow, IEEE

In this way, the number of subpopulations is adaptively adjusted and better performing subpopulations obtain more individuals.