Aggregation and Fusion of Imperfect Information

di Bernadette Bouchon-Meunier

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Contenuto

This book presents the main tools for aggregation of information given by several members of a group or expressed in multiple criteria, and for fusion of data provided by several sources. It focuses on the case where the availability knowledge is imperfect, which means that uncertainty and/or imprecision must be taken into account. The book contains both theoretical and applied studies of aggregation and fusion methods in the main frameworks: probability theory, evidence theory, fuzzy set and possibility theory. The latter is more developed because it allows to manage both imprecise and uncertain knowledge. Applications to decision-making, image processing, control and classification are described.

Dettagli del prodotto

Titolo: Aggregation and Fusion of Imperfect Information
Autore: Bernadette Bouchon-Meunier
Redattori: J. Kacprzyk, Bernadette Bouchon-Meunier
Editore: Physica-Verlag HD
Data di Pubblicazione: Novembre 2001
ISBN: 9783790810486
Reparto: Cybernetics

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