[1]Yan Xiaohui,Zhu Yunlong,Zhang Zhicong,et al.A Review of Bacterial Optimization and Its Applications[J].Journal of Zhengzhou University (Engineering Science),2018,39(05):1-10.[doi:10.13705/j.issn.1671-6833.2018.05.010]
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Journal of Zhengzhou University (Engineering Science)[ISSN
1671-6833/CN
41-1339/T] Volume:
39
Number of periods:
2018 05
Page number:
1-10
Column:
Public date:
2018-08-21
- Title:
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A Review of Bacterial Optimization and Its Applications
- Author(s):
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Yan Xiaohui1; Zhu Yunlong2; Zhang Zhicong1; Lu Cixing2; Li Shuai1Ant Wenjie3
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1. School of Mechanical Engineering, Dongguan Institute of Technology, Dongguan, Guangdong, 523808; 2. School of Electronic Engineering and Intelligence, Dongguan Institute of Technology, Dongguan, Guangdong 523808; 3. School of Management, Shenzhen University, Shenzhen, Guangdong, 518060
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- Keywords:
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Swarm Intelligence; Optimization Calculation; Bacteria Optimization; Algorithm Improvement
- CLC:
-
-
- DOI:
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10.13705/j.issn.1671-6833.2018.05.010
- Abstract:
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Bacterial optimization was a kind of swarm intelligence approach proposed recent year. In this paper, troduced several typical bacterial optimization algorithms and analyzed the keywords of relevant literatures were analyzed. Based on the frequency of these keywords, the algorithm improvement researches were reviewed. It manly contains four main aspects: parameter and structure improvement、algorithm hybrid、operator improvement and multi-objective reconstruction. Applications of bacterial optimization on engineering problems were reviewed as well. At last, the research direction in future was prospected.