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Concepts of Soft Computing

Concepts of Soft Computing

von Deepti Moyi Sahoo, Nisha Rani Mahato und Snehashish Chakraverty
Hardcover - 9789811374296
80,24 €
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Beschreibung

This book discusses soft computing, which provides an efficient platform to deal with imprecision, uncertainty, vagueness and approximation in order to attain robustness and reliable computing. It explores two major concepts of soft computing: fuzzy set theory and neural networks, which relate to uncertainty handling and machine learning techniques respectively. Generally, fuzzy sets are considered as vague or uncertain sets having membership function lying between 0 and 1, and ANN is a type of artificial intelligence that attempts to imitate the way a human brain works by configuring specific applications, for instance pattern recognition or data classification, through learning processes.
The book also presents C/MATLAB programming codes related to the basics of fuzzy set, interval arithmetic and ANN in a concise, practical and adaptable manner along, with simple examples and self-validation unsolved practice questions in few cases

Fuzzy and ANN with Programming

Details

Verlag Springer Singapore
Ersterscheinung 13. Mai 2019
Maße 23.5 cm x 15.5 cm
Gewicht 577 Gramm
Format Hardcover
ISBN-13 9789811374296
Auflage 1st ed. 2019
Seiten 195