Nature-Inspired Computing and Optimization Theory and Applications
tarafından
 
Patnaik, Srikanta. editor.

Başlık
Nature-Inspired Computing and Optimization Theory and Applications

Yazar
Patnaik, Srikanta. editor.

ISBN
9783319509204

Edisyon
1st ed. 2017.

Fiziksel Niteleme
XXI, 494 p. 191 illus., 43 illus. in color. online resource.

Seri
Modeling and Optimization in Science and Technologies, 10

İçindekiler
From the content: The Nature of Nature: Why Nature Inspired Algorithms Work -- Improved Bat Algorithm in Noise-Free and Noisy Environments -- Multi-objective Ant Colony Optimisation in Wireless Sensor Networks.le.

Özet
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.

Konu Başlığı
Engineering.
 
Mathematical optimization.
 
Artificial intelligence.
 
Computer simulation.
 
Engineering economy.
 
Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014
 
Optimization. http://scigraph.springernature.com/things/product-market-codes/M26008
 
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
 
Simulation and Modeling. http://scigraph.springernature.com/things/product-market-codes/I19000
 
Engineering Economics, Organization, Logistics, Marketing. http://scigraph.springernature.com/things/product-market-codes/T22016

Yazar Ek Girişi
Patnaik, Srikanta.
 
Yang, Xin-She.
 
Nakamatsu, Kazumi.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-319-50920-4


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book223628-1001Q342Springer E-Book Collection