Handbook of Granular Computing
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Beschreibung
Although the notion is a relatively recent one, the notions andprinciples of Granular Computing (GrC) have appeared in a differentguise in many related fields including granularity in ArtificialIntelligence, interval computing, cluster analysis, quotient spacetheory and many others. Recent years have witnessed a renewed andexpanding interest in the topic as it begins to play a key role inbioinformatics, e-commerce, machine learning, security, data miningand wireless mobile computing when it comes to the issues ofeffectiveness, robustness and uncertainty.
The Handbook of Granular Computing offers a comprehensivereference source for the granular computing community, edited byand with contributions from leading experts in thefield.
* Includes chapters covering the foundations of granularcomputing, interval analysis and fuzzy set theory; hybrid methodsand models of granular computing; and applications and casestudies.
* Divided into 5 sections: Preliminaries, Fundamentals,Methodology and Algorithms, Development of Hybrid Models andApplications and Case Studies.
* Presents the flow of ideas in a systematic, well-organizedmanner, starting with the concepts and motivation and proceeding todetailed design that materializes in specific algorithms,applications and case studies.
* Provides the reader with a self-contained reference thatincludes all pre-requisite knowledge, augmented with step-by-stepexplanations of more advanced concepts.
The Handbook of Granular Computing represents asignificant and valuable contribution to the literature and willappeal to a broad audience including researchers, students andpractitioners in the fields of Computational Intelligence, patternrecognition, fuzzy sets and neural networks, system modelling,operations research and bioinformatics.
Autor*in
Witold Pedrycz
Themen in »Handbook of Granular Computing«
Applied Mathematics in Science Computer Engineering Computertechnik Electrical & Electronics Engineering Elektrotechnik u. Elektronik Fuzzy Systems Fuzzy-Systeme Mathematics Mathematik Mathematik in den Naturwissenschaften