Studies in Fuzziness and Soft Computing

Bouchon-Meunier, Bernadette

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.

Details

Published by: Physica

Publication Date: 2013-10-03

Format: Paperback

ISBN-13: 9783662110737

DOI: 10.1007/978-3-7908-1889-5

Dimensions: 235cm x155cm

Pages: 278