Granular, soft and fuzzy approaches for intelligent systems : dedicated to Professor Ronald R. Yager

Bibliographic Information

Granular, soft and fuzzy approaches for intelligent systems : dedicated to Professor Ronald R. Yager

Janusz Kacprzyk, Dimitar Filev, Gleb Beliakov, editors

(Studies in fuzziness and soft computing, v. 344)

Springer, c2017

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Note

Includes bibliographical references

Description and Table of Contents

Description

This book offers a comprehensive report on the state-of-the art in the broadly-intended field of "intelligent systems". After introducing key theoretical issues, it describes a number of promising models for data and system analysis, decision making, and control. It discusses important theories, including possibility theory, the Dempster-Shafer theory, the theory of approximate reasoning, as well as computing with words, together with novel applications in various areas, such as information aggregation and fusion, linguistic data summarization, participatory learning, systems modeling, and many others. By presenting the methods in their application contexts, the book shows how granular computing, soft computing and fuzzy logic techniques can provide novel, efficient solutions to real-world problems. It is dedicated to Professor Ronald R. Yager for his great scientific and scholarly achievements, and for his long-lasting service to the fuzzy logic, and the artificial and computational intelligence communities. It has been motivated by the authors' appreciation of his original thinking and groundbreaking ideas, with a special thought to his valuable research on the computerized implementation of various aspects of human cognition for decision-making and problem-solving.

Table of Contents

Part I: Information Theoretic and Aggregation Issues.- Part II: Applications in Modeling, Decision Making, Control, and Other Areas.- Part III: Some Bibliometric Remarks.

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Details

  • NCID
    BB22924784
  • ISBN
    • 9783319403120
  • Country Code
    sz
  • Title Language Code
    eng
  • Text Language Code
    eng
  • Place of Publication
    [Switzerland]
  • Pages/Volumes
    xviii, 248 p.
  • Size
    25 cm
  • Parent Bibliography ID
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