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Smart Techniques for a Smarter Planet (eBook)

Towards Smarter Algorithms
Artikelnummer: 978-3-030-03131-2
Einband: PDF
Verfügbarkeit: Download, sofort verfügbar (Link per E-Mail)
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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.

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.

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VerlagSpringer International Publishing
EinbandPDF
Erscheinungsjahr2019
Seitenangabe304 S.
AusgabekennzeichenEnglisch
AbbildungenXII, 304 p. 175 illus., 83 illus. in color.
Masse13'325 KB
Auflage19001 A. 1st ed. 2019
PlattformPDF
ReiheStudies in Fuzziness and Soft Computing; Intelligent Technologies and Robotics; Intelligent Technologies and Robotics
AutorMishra, Manoj Kumar (Hrsg.) / Mishra, Bhabani Shankar Prasad (Hrsg.) / Patel, Yashwant Singh (Hrsg.) / Misra, Rajiv (Hrsg.)

Alle Bände der Reihe "Studies in Fuzziness and Soft Computing; Intelligent Technologies and Robotics; Intelligent Technologies and Robotics (R0)"

Über den Autor Manoj Kumar (Hrsg.) Mishra

Dr. Manoj Kumar Mishra is currently working as an Assistant Professor in the Department of Biotechnology, at Rama University Kanpur. He completed his Ph.D. from Banaras Hindu University, Varanasi. After Ph.D , He joined as Postdoctoral researcher at CISH, Rahman Khera Lucknow. He was awarded the prestigious Dr. D.C. Kothari postdoc Fellowship in 2015. He also served as Senior Project Associate and Senior Research Associate in CSIR- NBRI, Lucknow, and ICAR- NBFGR, Lucknow respectively. Dr. Nishi Kumari is Professor and Section in-charge at the Department of Botany MMV. She completed her graduation, postgraduation and Ph.D. from BHU, Varanasi. After Ph. D, she joined postdoc fellowship at Delhi University for three years. She joined BHU in 2004 as a lecturer in Botany.

Weitere Titel von Manoj Kumar (Hrsg.) Mishra

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