NEW MODES OF OWA INFORMATION FUSION

Authors
Citation
Rr. Yager, NEW MODES OF OWA INFORMATION FUSION, International journal of intelligent systems, 13(7), 1998, pp. 661-681
Citations number
28
Categorie Soggetti
Computer Science Artificial Intelligence","Computer Science Artificial Intelligence
ISSN journal
08848173
Volume
13
Issue
7
Year of publication
1998
Pages
661 - 681
Database
ISI
SICI code
0884-8173(1998)13:7<661:NMOOIF>2.0.ZU;2-W
Abstract
In this work, we focus on the OWA operator. We view this operator as t he inner product of two vectors: a weighting vector containing the wei ghts associated with the aggregation, and a second vector containing t he arguments to be aggregated. We note the centrality to this operator of the process used to index the elements in the argument vector, and suggest some new mechanisms for ordering the arguments. In the second part, we study the situation in which the weighting vector is context dependent. Finally, we consider the case in which the arguments to be aggregated are drawn from an ordinal scale; the solution to this prob lem leads us to consider random weighting vectors. (C) 1998 John Wiley & Sons, Inc.