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Granular computing : analysis and design of intelligent systems / Witold Pedrycz.

By: Material type: TextTextSeries: Industrial electronics seriesPublication details: Boca Raton : CRC Press, c2013.Description: xxi, 287 p. : illustrations ; 24 cmISBN:
  • 9781439886816 (hardback)
Subject(s): DDC classification:
  • 006.3 23 P372
Contents:
1. Information granularity, information granules, and granular computing -- 2. Key formalisms for representation of information granules and processing mechanisms -- 3. Information granules of higher type and higher order, and hybrid information granules -- 4. Representation of information granules -- 5. The design of information granules -- 6. Optimal allocation of information granularity: building granular mappings -- 7. Granular description of data and pattern classification -- 8. Granular models: architectures and development -- 9. Granular time series -- 10. From models to granular models -- 11. Collaborative and linguistic models of decision making -- Index.
Summary: This 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.
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 006.3 P372 (Browse shelf(Opens below)) Available 136571
Total holds: 0

Includes bibliographical references and index.

1. Information granularity, information granules, and granular computing --
2. Key formalisms for representation of information granules and processing mechanisms --
3. Information granules of higher type and higher order, and hybrid information granules --
4. Representation of information granules --
5. The design of information granules --
6. Optimal allocation of information granularity: building granular mappings --
7. Granular description of data and pattern classification --
8. Granular models: architectures and development --
9. Granular time series --
10. From models to granular models --
11. Collaborative and linguistic models of decision making --
Index.

This 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.

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