The puzzle of granular computing

Rem tene, verba sequentur (Gaius J. Victor, Rome VI century b.c.) The ultimate goal of this book is to bring the fundamental issues of information granularity, inference tools and problem solving procedures into a coherent, unified, and fully operational framework. The objective is to offer the read...

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Detalhes bibliográficos
Auteurs principaux: Apolloni, Bruno, Bassis, Simone, 19..- (Auteur), Malchiodi, Dario, 19..- (Auteur), Pedrycz, Witold, 1953- (Auteur)
Outros Autores: Kacprzyk, Janusz, 1947- (Directeur de la publication)
Formato: Livre numérique
Idioma:Anglais
Publicado em: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Edição:1st ed. 2008.
Colecção:Studies in Computational Intelligence 138
Acesso em linha:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Nota: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• The Puzzle of Granular Computing, Texte imprimé, 9783642098604
• The Puzzle of Granular Computing, Texte imprimé, 9783540872764
• The Puzzle of Granular Computing, Texte imprimé, 9783540798637
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245 1 0 |a The puzzle of granular computing   |c by Bruno Apolloni, Witold Pedrycz, Simone Bassis, Dario Malchiodi ; edited by Janusz Kacprzyk. 
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505 1 |a The General Framework Granule Formation Around Data I: Algorithmic Inference Modeling Samples Inferring from Samples II: The Development of Fuzzy Sets Construction of Information Granules: From Data and Perceptions to Information Granules Estimating Fuzzy Sets III: Expanding Granula into Boolean Functions The Clustering Problem Suitably Representing Data IV: Directing Populations The Main Paradigms of Social Computation If also Ants Are Able... V: Granular Constructs Granular Constructs Identifying Fuzzy Rules A Conceptual Synthesis Knowledge Engineering. 
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520 |a Rem tene, verba sequentur (Gaius J. Victor, Rome VI century b.c.) The ultimate goal of this book is to bring the fundamental issues of information granularity, inference tools and problem solving procedures into a coherent, unified, and fully operational framework. The objective is to offer the reader a comprehensive, self-contained, and uniform exposure to the subject.The strategy is to isolate some fundamental bricks of Computational Intelligence in terms of key problems and methods, and discuss their implementation and underlying rationale within a well structured and rigorous conceptual framework as well as carefully related to various application facets. The main assumption is that a deep understanding of the key problems will allow the reader to compose into a meaningful mosaic the puzzle pieces represented by the immense variety of approaches present in the literature and in the computational practice. All in all, the main approach advocated in the monograph consists of a sequence of steps offering solid conceptual fundamentals, presenting a carefully selected collection of design methodologies, discussing a wealth of development guidelines, and exemplifying them with a pertinent, accurately selected illustrative material. 
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