Asia Pacific University Library catalogue


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

By: Hassanien, Aboul EllaContributor(s): Emary, EidMaterial type: TextTextPublication details: Boca Raton, FL : CRC Press, Taylor & Francis Group, [2016]Description: xviii, 209 p. : ill. ; 27 cmISBN: 9781498741064 (hbk.); 1498741061 (hbk.)Subject(s): Swarm intelligenceDDC classification: 006.3 LOC classification: Q337.3 | .H37 2016
Contents:
Introduction -- Bat Algorithm (BA) -- Artificial fish swarm -- Cuckoo search algorithm -- Firefly algorithm (FFA) -- Flower pollination algorithm -- Artificial bee colony optimization -- Wolf-based search algorithms -- Bird's-eye view.
Summary: "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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Open Shelf 		Book Q337.3 .H37 2016 c.1 (Browse shelf (Opens below)) 1 Available 00012283

Includes bibliographical references and index.

Introduction -- Bat Algorithm (BA) -- Artificial fish swarm -- Cuckoo search algorithm -- Firefly algorithm (FFA) -- Flower pollination algorithm -- Artificial bee colony optimization -- Wolf-based search algorithms -- Bird's-eye view.

"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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