Granular, Soft and Fuzzy Approaches for Intelligent Systems (häftad)
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Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
248
Utgivningsdatum
2018-06-23
Upplaga
Softcover reprint of the original 1st ed. 2017
Förlag
Springer International Publishing AG
Medarbetare
Filev, Dimitar / Beliakov, Gleb
Illustrationer
14 Illustrations, color; 26 Illustrations, black and white; XVIII, 248 p. 40 illus., 14 illus. in co
Dimensioner
234 x 156 x 14 mm
Vikt
381 g
Antal komponenter
1
Komponenter
1 Paperback / softback
ISBN
9783319820767

Granular, Soft and Fuzzy Approaches for Intelligent Systems

Dedicated to Professor Ronald R. Yager

av Janusz Kacprzyk, Dimitar Filev, Gleb Beliakov
Häftad,  Engelska, 2018-06-23
1505
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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.
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Janusz Kacprzyk, Dimitar Filev, Gleb Beliakov

Innehållsförteckning

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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