Discrete Fuzzy Measures

Name: Discrete Fuzzy Measures
SKU: 29778263
Price: 528.00 NZD
Availability: InStock

Computational Aspects

By:

Format:

Hardback

Series:

Studies in Fuzziness and Soft Computing

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Description

This book addresses computer scientists, IT specialists, mathematicians, knowledge engineers and programmers, who are engaged in research and practice of multicriteria decision making. Fuzzy measures, also known as capacities, allow one to combine degrees of preferences, support or fuzzy memberships into one representative value, taking into account interactions between the inputs. The notions of mutual reinforcement or redundancy are modeled explicitly through coefficients of fuzzy measures, and fuzzy integrals, such as the Choquet and Sugeno integrals combine the inputs. Building on previous monographs published by the authors and dealing with different aspects of aggregation, this book especially focuses on the Choquet and Sugeno integrals. It presents a number of new findings concerning computation of fuzzy measures, learning them from data and modeling interactions. The book does not require substantial mathematical background, as all the relevant notions are explained. It is intended as concise, timely and self-contained guide to the use of fuzzy measures in the field of multicriteria decision making.

Release date NZ

March 27th, 2019

Author

Audience

Professional & Vocational

Edition

1st ed. 2020

Illustrations

38 Illustrations, color; 6 Illustrations, black and white; XIV, 245 p. 44 illus., 38 illus. in color.

Pages

245

Series

Studies in Fuzziness and Soft Computing

ISBN-13

9783030153045

Product ID

29778263

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