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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Allg. & Lexika A Practical Guide to Averaging Functions
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A Practical Guide to Averaging Functions
Gleb Beliakov (Taschenbuch, Englisch)
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Beschreibung
This book offers an easy-to-use and practice-oriented reference guide to mathematical averages. It presents different ways of aggregating input values given on a numerical scale, and of choosing and/or constructing aggregating functions for specific applications. Building on a previous monograph by Beliakov et al. published by Springer in 2007, it outlines new aggregation methods developed in the… interim, with a special focus on the topic of averaging aggregation functions. It examines recent advances in the field, such as aggregation on lattices, penalty-based aggregation and weakly monotone averaging, and extends many of the already existing methods, such as: ordered weighted averaging (OWA), fuzzy integrals and mixture functions. A substantial mathematical background is not called for, as all the relevant mathematical notions are explained here and reported on together with a wealth of graphical illustrations of distinct families of aggregation functions. The authors mainly focus on practical applications and give central importance to the conciseness of exposition, as well as the relevance and applicability of the reported methods, offering a valuable resource for computer scientists, IT specialists, mathematicians, system architects, knowledge engineers and programmers, as well as for anyone facing the issue of how to combine various inputs into a single output value. 106,99 €
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Technische Daten
Erscheinungsdatum
23.08.2016
Sprache
Englisch
EAN
9783319372075
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Studies in Fuzziness and Soft Computing
Sonderedition
Nein
Autor
Gleb Beliakov
Seitenanzahl
352
Auflage
Softcover reprint of the original 1st edition 2016
Einbandart
Taschenbuch
Schlagwörter
Constructing Aggregation Functions, Mixed Aggregation Functions, Aggregation Operators, Gini Mean, Bonferroni Mean, Counter-Harmonic Means, Choquet and Sugeno Integrals, Intuitionistic OWA, Triangular Norms and Conforms, Aggregation on Product Lattices, Multiple Attribute Decision Making
Thema-Inhalt
UYQ - Künstliche Intelligenz
TJFM - Regelungstechnik
KJT - Unternehmensforschung
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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