Aggregation and Fusion of Imperfect Information (Studies in Fuzziness and Soft Computing)
Editorial Reviews
Book Description
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.
Book Info
Contains publications on various areas within the so-called soft computing which include fuzzy sets, rough sets, neural networks, evolutionary computations, probabilistic & evidential reasoning & multivalued logic, & related fields covering recent significant developments within the field.
Aggregation and Fusion of Imperfect Information (Studies in Fuzziness and Soft Computing)
Aggregation and Fusion of Imperfect Information (Studies in Fuzziness and Soft Computing),Bernadette Bouchon-Meunier,Physica-Verlag Heidelberg,3790810487,Artificial Intelligence - General,Computers - General Information,Cybernetics,Expert Systems,Expert systems (Computer scien,Expert systems (Computer science),Game Theory,Multiple criteria decision mak,Multiple criteria decision making,Multisensor data fusion,Operations Research,Operations Research (Engineering),Science/Mathematics,Technology,Artificial intelligence,Computers / Artificial Intelligence,Entscheidungstheorie,Fuzzy set theory,Künstliche Intelligenz,Mathematical modelling,Unvollständige Information,decision making,image processing,imperfect information
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