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Concepts of Soft Computing = Fuzzy and ANN with Programming /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Concepts of Soft Computing/ by Snehashish Chakraverty, Deepti Moyi Sahoo, Nisha Rani Mahato.
其他題名:	Fuzzy and ANN with Programming /
作者:	Chakraverty, Snehashish.
其他作者:	Sahoo, Deepti Moyi.
面頁冊數:	XXII, 195 p. 222 illus., 38 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computer organization. -
電子資源:	https://doi.org/10.1007/978-981-13-7430-2
ISBN:	9789811374302

Concepts of Soft Computing = Fuzzy and ANN with Programming /
Chakraverty, Snehashish.

Concepts of Soft ComputingFuzzy and ANN with Programming /[electronic resource] :by Snehashish Chakraverty, Deepti Moyi Sahoo, Nisha Rani Mahato. - 1st ed. 2019. - XXII, 195 p. 222 illus., 38 illus. in color.online resource.

Soft Computing -- Intervals -- Fuzzy Sets -- Fuzzy Numbers -- Fuzzy Relations -- Fuzzy Functions -- Fuzzy differentiation and integration -- Defuzzification -- Interval system of linear equations -- Interval eigenvalue problems.

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.

ISBN: 9789811374302

Standard No.: 10.1007/978-981-13-7430-2doiSubjects--Topical Terms:

596298
Computer organization.

LC Class. No.: QA76.9.C643

Dewey Class. No.: 004.6

Concepts of Soft Computing = Fuzzy and ANN with Programming /
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