Granular, Soft and Fuzzy Approaches for Intelligent Systems Dedicated to Professor Ronald R. Yager /

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 the...

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Detaylı Bibliyografya
Müşterek Yazar: SpringerLink (Online service)
Diğer Yazarlar: Kacprzyk, Janusz (Editör), Filev, Dimitar (Editör), Beliakov, Gleb (Editör)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2017.
Imprint: Springer,
Edisyon:1st ed. 2017.
Seri Bilgileri:Studies in Fuzziness and Soft Computing, 344
Konular:
Computational intelligence.
Artificial intelligence.
Computer science > Mathematics.
Computational Intelligence.
Artificial Intelligence.
Mathematical Applications in Computer Science.
Online Erişim:Full-text access
Diğer Bilgiler
Özet: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. .
Fiziksel Özellikler:XVIII, 248 p. 40 illus., 14 illus. in color. online resource.
ISBN:9783319403144
ISSN:1860-0808 ;
DOI:10.1007/978-3-319-40314-4

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