Granular computing:analysis and design of intelligent systems
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Main Authors: | |
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Published: |
CRC Press, Taylor & Francis Group,
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Publisher Address: | Boca Raton |
Publication Dates: | 2013. |
Literature type: | Book |
Language: | English |
Series: |
Industrial electronics series |
Subjects: | |
Carrier Form: | xxi, 287 p.: illustrations ; 24 cm. |
ISBN: |
9781439886816 (hardback) 1439886814 (hardback) |
Index Number: | TP389 |
CLC: | TP389.1 |
Call Number: | TP389.1/P372 |
Contents: |
Includes bibliographical references and index. Information granularity, information granules, and granular computing -- Key formalisms for representation of information granules and processing mechanisms -- Information granules of higher type and higher order, and hybrid information granules -- Representation of information granules -- The design of information granules -- Optimal allocation of information granularity: building granular mappings -- Granular description of data and pattern classification -- Granular models: architectures and development -- Granular time series -- From models to granular models -- Collaborative and linguistic models of decision making. "Given the nature of the technology, granular computing cuts across a broad range of engineering disciplines. This self-contained book builds upon introductory ideas and provides with illustrative examples that help facilitate a better grasp of more advanced material and enhance its overall presentation. It will be of a particular appeal to those engaged in research and practical developments in computer, electrical, industrial, manufacturing, and biomedical engineering. It will be equally well suited for those coming from non-technical disciplines where information granules assume a highly visible position"-- |