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Developmental Swarm Intelligence: Developmental Learning Perspective of Swarm Intelligence Algorithms

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  • Yuhui Shi

    (Department of Electrical and Electronic Engineering, Xi'an Jiaotong Liverpool University, Jiangsu, China)

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.

Suggested Citation

  • Yuhui Shi, 2014. "Developmental Swarm Intelligence: Developmental Learning Perspective of Swarm Intelligence Algorithms," International Journal of Swarm Intelligence Research (IJSIR), IGI Global, vol. 5(1), pages 36-54, January.
    • Handle: RePEc:igg:jsir00:v:5:y:2014:i:1:p:36-54
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