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Concepts of Soft Computing - Fuzzy and ANN with Programming (Hardcover, 1st ed. 2019)
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Concepts of Soft Computing - Fuzzy and ANN with Programming (Hardcover, 1st ed. 2019)
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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
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