Aggregation Functions

Inbunden, Engelska, 2009

Del 127 i serien Encyclopedia of Mathematics and its Applications

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Beskrivning

Aggregation is the process of combining several numerical values into a single representative value, and an aggregation function performs this operation. These functions arise wherever aggregating information is important: applied and pure mathematics (probability, statistics, decision theory, functional equations), operations research, computer science, and many applied fields (economics and finance, pattern recognition and image processing, data fusion, etc.). This is a comprehensive, rigorous and self-contained exposition of aggregation functions. Classes of aggregation functions covered include triangular norms and conorms, copulas, means and averages, and those based on nonadditive integrals. The properties of each method, as well as their interpretation and analysis, are studied in depth, together with construction methods and practical identification methods. Special attention is given to the nature of scales on which values to be aggregated are defined (ordinal, interval, ratio, bipolar). It is an ideal introduction for graduate students and a unique resource for researchers.

Produktinformation

Utgivningsdatum:2009-07-09
Mått:164 x 240 x 32 mm
Vikt:870 g
Format:Inbunden
Språk:Engelska
Serie:Encyclopedia of Mathematics and its Applications
Antal sidor:482
Förlag:Cambridge University Press
ISBN:9780521519267

Utforska kategorier

Matematikens grunder inom Naturvetenskap och teknik

Mer om författaren

Michel Grabisch is a Professor of Computer Sciences at Université Paris I, Panthéon-Sorbonne. Jean-Luc Marichal is an Associate Professor in the Mathematics Research Unit at the University of Luxembourg. Radko Mesiar is Chairman of the Department of Mathematics and Descriptive Geometry at the Slovak University of Technology, Bratislava. Endre Pap is a Professor in the Department of Mathematics and Informatics at the University of Novi Sad, Serbia.

Recensioner i media

'Throughout the entire work, many examples and applications of aggregation are given. The presentation is abstract, formal, and mathematically rigorous, providing a firm foundation for specific applications. This book should be taken very seriously by anyone whose work involves aggregation.' Jonathan Golan, Reviews.com

Innehållsförteckning

Preface; 1. Introduction; 2. Properties for aggregation; 3. Conjunctive and disjunctive aggregation functions; 4. Means and averages; 5. Aggregation functions based on nonadditive integrals; 6. Construction methods; 7. Aggregation on specific scale types; 8. Aggregation on ordinal scales; 9. Aggregation on bipolar scales; 10. Behavioral analysis of aggregation functions; 11. Identification of aggregation functions; A. Aggregation of infinitely many arguments; B. Examples and applications; List of symbols; Bibliography; Index.