Smart Techniques for a Smarter Planet Towards Smarter Algorithms /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Mishra, Manoj Kumar (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Mishra, Bhabani Shankar Prasad (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Patel, Yashwant Singh (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Misra, Rajiv (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Studies in Fuzziness and Soft Computing, 374
• Θέματα: Computational intelligence.; Pattern recognition.; Artificial intelligence.; Calculus of variations.; Computational Intelligence.; Pattern Recognition.; Artificial Intelligence.; Calculus of Variations and Optimal Control; Optimization.
• Φυσική περιγραφή: XII, 304 p. 175 illus., 83 illus. in color. online resource.
• ISBN: 9783030031312
• ISSN: 1434-9922 ;
• DOI: 10.1007/978-3-030-03131-2

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. .