Handbook of Granular Computing
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Handbook of Granular Computing by Witold Pedrycz
Book DescriptionAlthough the notion is a relatively recent one, the notions and principles of Granular Computing (GrC) have appeared in a different guise in many related fields including granularity in Artificial Intelligence, interval computing, cluster analysis, quotient space theory and many others. Recent years have witnessed a renewed and expanding interest in the topic as it begins to play a key role in bioinformatics, e-commerce, machine learning, security, data mining and wireless mobile computing when it comes to the issues of effectiveness, robustness and uncertainty. The Handbook of Granular Computing offers a comprehensive reference source for the granular computing community, edited by and with contributions from leading experts in the field. * Includes chapters covering the foundations of granular computing, interval analysis and fuzzy set theory; hybrid methods and models of granular computing; and applications and case studies.* Divided into 5 sections: Preliminaries, Fundamentals, Methodology and Algorithms, Development of Hybrid Models and Applications and Case Studies.* Presents the flow of ideas in a systematic, well-organized manner, starting with the concepts and motivation and proceeding to detailed design that materializes in specific algorithms, applications and case studies.* Provides the reader with a self-contained reference that includes all pre-requisite knowledge, augmented with step-by-step explanations of more advanced concepts. The Handbook of Granular Computing represents a significant and valuable contribution to the literature and will appeal to a broad audience including researchers, students and practitioners in the fields of Computational Intelligence, pattern recognition, fuzzy sets and neural networks, system modelling, operations research and bioinformatics.
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Book DetailsISBN: 9780470035542
(252mm x 174mm x 65mm)
Publisher: John Wiley and Sons Ltd
Publish Date: 18-Jul-2008
Country of Publication: United States
Books By Author Witold Pedrycz
Fuzzy Multicriteria Decision-Making, Hardback (November 2010)
Models and Algorithms of Fuzzy Multicriteria Decision-Making and Their Applications addresses theoretical and practical gaps in considering uncertainty and multicriteria factors in system project, planning, and control. The authors provide a systematic exposure of the concepts, design methodology, and detailed algorithms.
Fuzzy Systems Engineering, Hardback (August 2007)
A radical departure from the conventional approach usually used to cover fuzzy systems engineering, Fuzzy Systems Engineering: Toward Human-Centric Computing provides a comprehensive and self-contained treatise of fuzzy sets.
Advances in Fuzzy Clustering and Its Applications, Hardback (April 2007)» View all books by Witold Pedrycz
Divided into four sections, Advances in Fuzzy Clustering and its Applications first explores the essentials of fuzzy clustering, including motivation, basic algorithms, computing aspects, realizations, cluster validity assessment, and ensuing interpretation of the results along with several representative areas of applications.
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