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Developmental Swarm Intelligence: Developmental Learning Perspective of Swarm Intelligence Algorithms

Developmental Swarm Intelligence: Developmental Learning Perspective of Swarm Intelligence Algorithms

Yuhui Shi
Copyright: © 2017 |Pages: 19
ISBN13: 9781522507888|ISBN10: 1522507884|EISBN13: 9781522507895
DOI: 10.4018/978-1-5225-0788-8.ch014
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MLA

Shi, Yuhui. "Developmental Swarm Intelligence: Developmental Learning Perspective of Swarm Intelligence Algorithms." Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications, edited by Information Resources Management Association, IGI Global, 2017, pp. 349-367. https://doi.org/10.4018/978-1-5225-0788-8.ch014

APA

Shi, Y. (2017). Developmental Swarm Intelligence: Developmental Learning Perspective of Swarm Intelligence Algorithms. In I. Management Association (Ed.), Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications (pp. 349-367). IGI Global. https://doi.org/10.4018/978-1-5225-0788-8.ch014

Chicago

Shi, Yuhui. "Developmental Swarm Intelligence: Developmental Learning Perspective of Swarm Intelligence Algorithms." In Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications, edited by Information Resources Management Association, 349-367. Hershey, PA: IGI Global, 2017. https://doi.org/10.4018/978-1-5225-0788-8.ch014

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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.

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