Improved Artificial Bee Colony Algorithm with Adaptive Parameter for Numerical Optimization

The problem that ABC (Artificial Bee Colony) algorithm is good at exploration but poor at exploitation for the numerical optimization is investigated in this paper. PA-ABC (Parameter Adaptive ABC) algorithm is proposed, which adopts different search equations with different search abilities for the...

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Bibliographic Details
Main Authors: Ming Zhao, Xiaoyu Song, Shuangyun Xing
Format: Article
Language:English
Published: Taylor & Francis Group 2022-12-01
Series:Applied Artificial Intelligence
Online Access:http://dx.doi.org/10.1080/08839514.2021.2008147