Developmental Swarm Intelligence: Developmental Learning Perspective of Swarm Intelligence Algorithms

Yuhui Shi
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Yuhui Shi: Department of Electrical and Electronic Engineering, Xi'an Jiaotong Liverpool University, Jiangsu, China

International Journal of Swarm Intelligence Research (IJSIR), 2014, vol. 5, issue 1, 36-54

Abstract: In this paper, the necessity of having developmental learning embedded in a swarm intelligence algorithm is confirmed by briefly considering brain evolution, brain development, brainstorming process, etc. Several swarm intelligence algorithms are looked at from developmental learning perspective. Finally, a framework of a developmental swarm intelligence algorithm is given to help understand developmental swarm intelligence algorithms, and to guide to design and/or implement any new developmental swarm intelligence algorithm and/or any developmental evolutionary algorithm.

Date: 2014
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Persistent link: https://EconPapers.repec.org/RePEc:igg:jsir00:v:5:y:2014:i:1:p:36-54

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