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Books > Professional & Technical > Energy technology & engineering > Electrical engineering
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Granular Computing - Analysis and Design of Intelligent Systems (Paperback)
Loot Price: R2,437
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Granular Computing - Analysis and Design of Intelligent Systems (Paperback)
Series: Industrial Electronics
Expected to ship within 12 - 19 working days
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Information granules, as encountered in natural language, are
implicit in nature. To make them fully operational so they can be
effectively used to analyze and design intelligent systems,
information granules need to be made explicit. An emerging
discipline, granular computing focuses on formalizing information
granules and unifying them to create a coherent methodological and
developmental environment for intelligent system design and
analysis. Granular Computing: Analysis and Design of Intelligent
Systems presents the unified principles of granular computing along
with its comprehensive algorithmic framework and design practices.
Introduces the concepts of information granules, information
granularity, and granular computing Presents the key formalisms of
information granules Builds on the concepts of information granules
with discussion of higher-order and higher-type information
granules Discusses the operational concept of information
granulation and degranulation by highlighting the essence of this
tandem and its quantification in terms of the associated
reconstruction error Examines the principle of justifiable
granularity Stresses the need to look at information granularity as
an important design asset that helps construct more realistic
models of real-world systems or facilitate collaborative pursuits
of system modeling Highlights the concepts, architectures, and
design algorithms of granular models Explores application domains
where granular computing and granular models play a visible role,
including pattern recognition, time series, and decision making
Written by an internationally renowned authority in the field, this
innovative book introduces readers to granular computing as a new
paradigm for the analysis and synthesis of intelligent systems. It
is a valuable resource for those engaged in research and practical
developments in computer, electrical, industrial, manufacturing,
and biomedical engineering. Building from fundamentals, the book is
also suitable for readers from nontechnical disciplines where
information granules assume a visible position.
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