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High-Dimensional Small-Sample Feature Selection Using Co-Evolutionary Ant Colony Optimization Inspired by Heterosis

High-dimensional small-sample data are widely encountered in medical diagnosis, bioinformatics, and industrial inspection, where traditional feature selection methods often suffer from premature convergence and local optima. To address these issues, this paper proposes a Hybrid Breeding-based Co-evo...

Whakaahuatanga katoa

I tiakina i:
Ngā kaituhi matua: Chunli Xiang, Jing Zhou, Zhiwei Ye, Zenggang Xiong, An Song, Dingfeng Song, Jie Sun
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2026-06-01
Rangatū:Biomimetics
Ngā marau:
high-dimensional feature selection
small sample
ant colony optimization algorithm
self-attention mechanism
hybrid rice optimization algorithm
Urunga tuihono:https://www.mdpi.com/2313-7673/11/6/404
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