1. Improved Artificial Bee Colony Algorithm Guided by Experience.
- Author
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Chunfeng Wang, Pengpeng Shang, and Lixia Liu
- Subjects
- *
BEES algorithm , *SWARM intelligence , *HONEYBEES , *ALGORITHMS - Abstract
At present, artificial bee colony algorithm (ABC) is one of the hot issues in swarm intelligence algorithm. Since it was proposed, people have done a lot of improvement work for ABC algorithm. To address the shortcomings of ABC, an improved ABC guided by experience (named as EABC) is proposed in this paper. In EABC, it collects the experience of individual improvement caused by dimension change in the iterative process, and selects the dimensions to change according to a ratio when a new position needs to be generated. In this way, the individual can choose a good direction to improve its quality. Numerical experiments show that EABC has a better performance. [ABSTRACT FROM AUTHOR]
- Published
- 2022