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Swarm Intelligence : Principles, Advances, and Applications (Hardcover) (Aboul Ella Hassanien & Eid

Swarm Intelligence : Principles, Advances, and Applications (Hardcover) (Aboul Ella Hassanien & Eid - image 1 of 1

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This work outlines engineering applications of swarm intelligence and describes optimization algorithms drawn from the movements of fish, insects, and animals. The first chapter deals with basics of mathematical optimization, swarm intelligence, random walks, and chaos theory. Subsequent chapters are devoted to describing specific swarm algorithms, all created in the past 10 years, such as the bat algorithm, firefly algorithm, artificial fish swarm, the cuckoo search algorithm, the flower pollinator algorithm, artificial bee colony optimization, wolf-based search algorithms, and bird’s-eye view. The book attempts to standardize these algorithms and compares their strengths and weaknesses for various purposes. The algorithms are evaluated based on criteria such as probability distribution, exploitation of positional distribution of agents, and number of control parameters. B&w images and charts are included. A companion web site offers case examples and MATLAB code. Annotation ©2016 Ringgold, Inc., Portland, OR (protoview.com)
Number of Pages: 209
Genre: Computers + Internet, Mathematics, Technology
Sub-Genre: Machine Theory, Electronics / General, Arithmetic
Format: Hardcover
Publisher: Taylor & Francis
Author: Aboul Ella Hassanien & Eid Emary
Language: English
Street Date: November 24, 2015
TCIN: 50374396
UPC: 9781498741064
Item Number (DPCI): 248-06-2594
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