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Studies in Fuzziness and Soft Computing

Discrete Fuzzy Measures

Computational Aspects

Authors: Beliakov, G., James, Simon, Wu, Jian-Zhang

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  • Presents new findings concerning aggregation of inputs
  • Offers new insights into computational aspects of fuzzy measures
  • Explains all the necessary mathematical concepts
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eBook 91,62 €
price for Spain (gross)
  • ISBN 978-3-030-15305-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
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  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-030-15304-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

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.

Table of contents (8 chapters)

Table of contents (8 chapters)

Buy this book

eBook 91,62 €
price for Spain (gross)
  • ISBN 978-3-030-15305-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-030-15304-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Discrete Fuzzy Measures
Book Subtitle
Computational Aspects
Authors
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
382
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-15305-2
DOI
10.1007/978-3-030-15305-2
Hardcover ISBN
978-3-030-15304-5
Series ISSN
1434-9922
Edition Number
1
Number of Pages
XIV, 245
Number of Illustrations
6 b/w illustrations, 38 illustrations in colour
Topics