A new bio-inspired optimisation algorithm: Bird Swarm Algorithm
A new bio-inspired algorithm, namely Bird Swarm Algorithm (BSA), is proposed for solving optimisation applications. BSA is based on the swarm intelligence extracted from the social behaviours and social interactions in bird swarms. Birds mainly have three kinds of behaviours: foraging behaviour, vig...
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| Published in | Journal of experimental & theoretical artificial intelligence Vol. 28; no. 4; pp. 673 - 687 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Abingdon
Taylor & Francis
03.07.2016
Taylor & Francis Ltd |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0952-813X 1362-3079 |
| DOI | 10.1080/0952813X.2015.1042530 |
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| Abstract | A new bio-inspired algorithm, namely Bird Swarm Algorithm (BSA), is proposed for solving optimisation applications. BSA is based on the swarm intelligence extracted from the social behaviours and social interactions in bird swarms. Birds mainly have three kinds of behaviours: foraging behaviour, vigilance behaviour and flight behaviour. Birds may forage for food and escape from the predators by the social interactions to obtain a high chance of survival. By modelling these social behaviours, social interactions and the related swarm intelligence, four search strategies associated with five simplified rules are formulated in BSA. Simulations and comparisons based on eighteen benchmark problems demonstrate the effectiveness, superiority and stability of BSA. Some proposals for future research about BSA are also discussed. |
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| AbstractList | A new bio-inspired algorithm, namely Bird Swarm Algorithm (BSA), is proposed for solving optimisation applications. BSA is based on the swarm intelligence extracted from the social behaviours and social interactions in bird swarms. Birds mainly have three kinds of behaviours: foraging behaviour, vigilance behaviour and flight behaviour. Birds may forage for food and escape from the predators by the social interactions to obtain a high chance of survival. By modelling these social behaviours, social interactions and the related swarm intelligence, four search strategies associated with five simplified rules are formulated in BSA. Simulations and comparisons based on eighteen benchmark problems demonstrate the effectiveness, superiority and stability of BSA. Some proposals for future research about BSA are also discussed. |
| Author | Zhang, Hengzhen Gao, X.Z. Lu, Lihua Liu, Yu Meng, Xian-Bing |
| Author_xml | – sequence: 1 givenname: Xian-Bing surname: Meng fullname: Meng, Xian-Bing email: x.b.meng12@gmail.com, yu.liu@vip.163.com organization: Chengdu Green Energy and Green Manufacturing R&D Center – sequence: 2 givenname: X.Z. surname: Gao fullname: Gao, X.Z. organization: Department of Electrical Engineering and Automation, Aalto University School of Electrical Engineering – sequence: 3 givenname: Lihua surname: Lu fullname: Lu, Lihua organization: College of Mathematics and Information Science, Zhengzhou University of Light Industry – sequence: 4 givenname: Yu surname: Liu fullname: Liu, Yu organization: Chengdu Green Energy and Green Manufacturing R&D Center – sequence: 5 givenname: Hengzhen surname: Zhang fullname: Zhang, Hengzhen organization: College of Information Engineering, Shanghai Maritime University |
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| Snippet | A new bio-inspired algorithm, namely Bird Swarm Algorithm (BSA), is proposed for solving optimisation applications. BSA is based on the swarm intelligence... |
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| SubjectTerms | Algorithms Animal behavior Artificial intelligence Bird Swarm Algorithm bird swarms Birds Forages optimisation Optimization Optimization algorithms Proposals Searching Social aspects social behaviours social interactions Swarm intelligence |
| Title | A new bio-inspired optimisation algorithm: Bird Swarm Algorithm |
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