Swarm intelligence: principles, advances, and applications

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"Presents a comprehensive treatment of modern swarm intelligence optimization methods, complete with illustraive examples and an extendable MATLAB package for feature selection in wrapper mode applied on different data sets with benchmarking using different evaluation criteria. The book provides beginners with a solid foundation of swarm intelligence fundamentals, and offer experts valuable insight into new directions and hybridizations"--Back cover

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Title Statements

Full title :Swarm intelligence : principles, advances, and applications / Aboul Ella Hassanien, Eid Emary.

Summary

Edition Statements

Publication Date:©2016

Publication Statements

Publisher(s):CRC Press, Taylor & Francis Group
Place of Publication:Boca Raton, FL
Language:eng
Publication Date:©2016

The Physical Object

Description:1 online resource (xviii, 209 pages) : : illustrations

Edition Identifiers

ISBN:9781498741071, 149874107X, 9781498741088, 1498741088, 9781315222455, 1315222450, 9781351829649, 1351829645
DOI:10.1201/9781315222455
oclc:ocn930661396
LC Classification:Q337.3
Dewey Decimal:006.3/824

1. Introduction -- 2. Bat Algorithm (BA) -- 3. Artificial fish swarm -- 4. Cuckoo search algorithm -- 5. Firefly algorithm (FFA) -- 6. Flower pollination algorithm -- 7. Artificial bee colony optimization -- 8. Wolf-based search algorithms -- 9. Bird's-eye view.