Developmental swarm intelligence Developmental learning perspective of swarm intelligence algorithms

Shi, Yuhui

[Shi, Yuhui] Xi'an Jiaotong Liverpool University, China

Nature-Inspired Computing Concepts, Methodologies, Tools, and Applications

Volume:1-3 Pages:349-367

DOI:10.4018/978-1-5225-0788-8.ch014

Publication Year:2016

Document Type:BOOK

Identifier:http://hdl.handle.net/20.500.12791/004320

Abstract

In this article, 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. © 2017 by IGI Global. All rights reserved.

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