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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Apolloni, Bruno (Autor), Pedrycz, Witold (Autor), Bassis, Simone (Autor), Malchiodi, Dario (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Studies in Computational Intelligence, 138
Temas:
Computer science.
Engineering mathematics.
Engineering-Data processing.
Software engineering.
Theory of Computation.
Mathematical and Computational Engineering Applications.
Software Engineering.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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