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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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Mishra, Manoj Kumar (Editor), Mishra, Bhabani Shankar Prasad (Editor), Patel, Yashwant Singh (Editor), Misra, Rajiv (Editor)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2019.
Imprint: Springer,
Edition:1st ed. 2019.
Series:Studies in Fuzziness and Soft Computing, 374
Subjects:
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 Access:Full-text access
Description
Summary: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. .
Physical Description: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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