Swarm Intelligence

Name: Swarm Intelligence
Brand: Taylor & Francis Ltd
SKU: 9780367737542
Price: 302.69 PLN
Availability: InStock

Principles, Advances, and Applications

Autor: Aboul Ella Hassanien, Eid Emary

Język:

Oprawa: Miękka

Wydawca: Taylor & Francis Ltd

Dostępność: 50 % szansa

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302.69 zł

Swarm Intelligence: Principles, Advances, and Applications delivers in-depth coverage of bat, artifi...

Informacje o książce

Autor

Aboul Ella Hassanien, Eid Emary

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2020

strony

210

EAN

9780367737542

ISBN

036773754X

Enbook ID

33479191

Wydawca

Taylor & Francis Ltd

Waga

420

Wymiary

178 x 254

Pełny opis

Swarm Intelligence: Principles, Advances, and Applications delivers in-depth coverage of bat, artificial fish swarm, firefly, cuckoo search, flower pollination, artificial bee colony, wolf search, and gray wolf optimization algorithms. The book begins with a brief introduction to mathematical optimization, addressing basic concepts related to swarm intelligence, such as randomness, random walks, and chaos theory. The text then:

Describes the various swarm intelligence optimization methods, standardizing the variants, hybridizations, and algorithms whenever possible

Discusses variants that focus more on binary, discrete, constrained, adaptive, and chaotic versions of the swarm optimizers

Depicts real-world applications of the individual optimizers, emphasizing variable selection and fitness function design

Details the similarities, differences, weaknesses, and strengths of each swarm optimization method

Draws parallels between the operators and searching manners of the different algorithms

Swarm Intelligence: Principles, Advances, and Applications presents a comprehensive treatment of modern swarm intelligence optimization methods, complete with illustrative 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 offers experts valuable insight into new directions and hybridizations.

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Swarm Intelligence

Principles, Advances, and Applications

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