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Kniha Nature-Inspired Computing and Optimization SRIKANTA PATNAIK

Nature-Inspired Computing and Optimization

Theory and Applications

Autor: SRIKANTA PATNAIK
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer International Publishing AG
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
3 654 Kč
The book provides readers with a snapshot of the state of the art in the field of nature-inspired co...

Informace o knize

Autor
SRIKANTA PATNAIK
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2018
Stránek
494
EAN
9783319845227
ISBN
9783319845227
Enbook ID
19534743
Vydavatel
Springer International Publishing AG
Hmotnost
783
Rozměry
155 x 235 x 28

Kompletní popis

The book provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application in optimization. The approach is mainly practice-oriented: each bio-inspired technique or algorithm is introduced together with one of its possible applications. Applications cover a wide range of real-world optimization problems: from feature selection and image enhancement to scheduling and dynamic resource management, from wireless sensor networks and wiring network diagnosis to sports training planning and gene expression, from topology control and morphological filters to nutritional meal design and antenna array design. There are a few theoretical chapters comparing different existing techniques, exploring the advantages of nature-inspired computing over other methods, and investigating the mixing time of genetic algorithms. The book also introduces a wide range of algorithms, including the ant colony optimization, the bat algorithm, genetic algorithms, the collision-based optimization algorithm, the flower pollination algorithm, multi-agent systems and particle swarm optimization. This timely book is intended as a practice-oriented reference guide for students, researchers and professionals.

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