The Puzzle of Granular Computing

Detalles Bibliográficos
Autores principales: Apolloni, Bruno. (Autor), Pedrycz, Witold. (Autor), Bassis, Simone. (Autor), Malchiodi, Dario. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Studies in Computational Intelligence, 138
Materias:
Acceso en línea:https://doi.org/10.1007/978-3-540-79864-4
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.