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Open access Sep 2026

An Adaptive Artificial Bee Colony Algorithm with Success-Driven Strategy Selection and Dimension Modification

The Artificial Bee Colony (ABC) algorithm demonstrates strong exploration but converges slowly. To address this, AMRABC_Ts introduces an adaptive dimension modification rate mechanism with two search strategies. The exploration-favoured CABC strategy uses random guidance, while the exploitation-favoured MABC_order stra...

Yang Cao, Xiao-Quan Yuan, Jing-Zheng Luan · 0 citations
Open access Sep 2026

Artificial Bee Colony Algorithm with UCB-Guided Multi-Strategy Coordination

Artificial Bee Colony (ABC) algorithms can suffer from an imbalance between exploration and exploitation, particularly when the search space becomes large or complex. To alleviate these problems, this study proposes an artificial bee colony algorithm with Upper Confidence Bound (UCB)-guided multi-strategy coordination,...

Yang Cao, Hong-Wei Hu, Yun-Peng Jia · 0 citations

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