Smart Techniques for a Smarter Planet Towards Smarter Algorithms /

This book is intended to provide a systematic overview of so-called smart techniques, such as nature-inspired algorithms, machine learning and metaheuristics. Despite their ubiquitous presence and widespread application to different scientific problems, such as searching, optimization and /or classi...

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Detaylı Bibliyografya
Müşterek Yazar: SpringerLink (Online service)
Diğer Yazarlar: Mishra, Manoj Kumar (Editör), Mishra, Bhabani Shankar Prasad (Editör), Patel, Yashwant Singh (Editör), Misra, Rajiv (Editör)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2019.
Imprint: Springer,
Edisyon:1st ed. 2019.
Seri Bilgileri:Studies in Fuzziness and Soft Computing, 374
Konular:
Computational intelligence.
Pattern recognition systems.
Artificial intelligence.
Mathematical optimization.
Calculus of variations.
Computational Intelligence.
Automated Pattern Recognition.
Artificial Intelligence.
Calculus of Variations and Optimization.
Online Erişim:Full-text access
Diğer Bilgiler
Özet:This book is intended to provide a systematic overview of so-called smart techniques, such as nature-inspired algorithms, machine learning and metaheuristics. Despite their ubiquitous presence and widespread application to different scientific problems, such as searching, optimization and /or classification, a systematic study is missing in the current literature. Here, the editors collected a set of chapters on key topics, paying attention to provide an equal balance of theory and practice, and to outline similarities between the different techniques and applications. All in all, the book provides an unified view on the field on intelligent methods, with their current perspective and future challenges. .
Fiziksel Özellikler:XII, 304 p. 175 illus., 83 illus. in color. online resource.
ISBN:9783030031312
ISSN:1860-0808 ;
DOI:10.1007/978-3-030-03131-2

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