Practical Guide to Averaging Functions

Practical Guide to Averaging Functions

AngličtinaMäkká väzbaTlač na objednávku
Beliakov Gleb
Springer International Publishing AG
EAN: 9783319372075
Tlač na objednávku
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Podrobné informácie

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.

EAN 9783319372075
ISBN 3319372076
Typ produktu Mäkká väzba
Vydavateľ Springer International Publishing AG
Dátum vydania 23. augusta 2016
Stránky 352
Jazyk English
Rozmery 235 x 155
Krajina Switzerland
Čitatelia General
Autori Beliakov Gleb; Bustince Sola Humberto; Calvo, Tomasa
Ilustrácie XIX, 352 p. 44 illus. in color.
Edícia Softcover reprint of the original 1st ed. 2016
Séria Studies in Fuzziness and Soft Computing