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Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty (Studies in Fuzziness and Soft Computing)
Janusz T. Starczewski
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Description for Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty (Studies in Fuzziness and Soft Computing)
Hardcover. This book provides a number of formulae for implementing the operation extended on fuzzy-valued fuzzy sets, presents basic structures of generalized uncertain fuzzy logic systems, and introduces several of methods to generate fuzzy membership uncertainty. Series: Studies in Fuzziness and Soft Computing. Num Pages: 308 pages, biography. BIC Classification: UGK; UYQN. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 19. Weight in Grams: 643.
This book generalizes fuzzy logic systems for different types of uncertainty, including - semantic ambiguity resulting from limited perception or lack of knowledge about exact membership functions - lack of attributes or granularity arising from discretization of real data - imprecise description of membership functions - vagueness perceived as fuzzification of conditional attributes. Consequently, the membership uncertainty can be modeled by combining methods of conventional and type-2 fuzzy logic, rough set theory and possibility theory. ... Read more
This book generalizes fuzzy logic systems for different types of uncertainty, including - semantic ambiguity resulting from limited perception or lack of knowledge about exact membership functions - lack of attributes or granularity arising from discretization of real data - imprecise description of membership functions - vagueness perceived as fuzzification of conditional attributes. Consequently, the membership uncertainty can be modeled by combining methods of conventional and type-2 fuzzy logic, rough set theory and possibility theory. ... Read more
Product Details
Publisher
Springer
Format
Hardback
Publication date
2012
Series
Studies in Fuzziness and Soft Computing
Condition
New
Weight
642g
Number of Pages
308
Place of Publication
Berlin, Germany
ISBN
9783642295195
SKU
V9783642295195
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty (Studies in Fuzziness and Soft Computing)
From the reviews: This monograph brings an overview of the theory of type-2 fuzzy set theory, reasoning using rough approximations of fuzzy sets and constructions of fuzzy logic systems ... . The book brings a sound mathematical background to treat a serious processing of uncertainty, respecting the properties of fuzzy sets important for engineering applications and ... Read more