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Concepts of Soft Computing

Fuzzy and ANN with Programming
Sofort lieferbar | Lieferzeit: Sofort lieferbar I
ISBN-13:
9789811374302
Veröffentl:
2019
Seiten:
195
Autor:
Snehashish Chakraverty
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
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.
Soft Computing.- Intervals.- Fuzzy Sets.- Fuzzy Numbers.- Fuzzy Relations.- Fuzzy Functions.- Fuzzy differentiation and integration.- Defuzzification.- Interval system of linear equations.- Interval eigenvalue problems.

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