Reference : Weighted Banzhaf power and interaction indexes through weighted approximations of games
Scientific congresses, symposiums and conference proceedings : Paper published in a book
Physical, chemical, mathematical & earth Sciences : Mathematics
Business & economic sciences : Quantitative methods in economics & management
http://hdl.handle.net/10993/7298
Weighted Banzhaf power and interaction indexes through weighted approximations of games
English
Marichal, Jean-Luc mailto [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Mathematics Research Unit >]
Mathonet, Pierre mailto [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Mathematics Research Unit]
2011
32nd Linz Seminar on Fuzzy Set Theory (LINZ 2011) - Decision Theory: Qualitative and Quantitative Approaches
Dubois, Didier
Grabisch, Michel
Mesiar, Radko
Klement, Erich Peter
95-98
Yes
No
International
32nd Linz Seminar on Fuzzy Set Theory (LINZ 2011)
from 01-02-2011 to 05-02-2011
Erich Peter Klement (Chairman), Johannes Kepler University Linz
Linz
Austria
[en] In cooperative game theory, various kinds of power indexes are used to measure the influence that a given player has on the outcome of the game or to define a way of sharing the benefits of the game among the players. The best known power indexes are due to Shapley [15,16] and Banzhaf [1,5] and there are many other examples of such indexes in the literature.
When one is concerned by the analysis of the behavior of players in a game, the information provided by power indexes might be far insufficient, for instance due to the lack of information on how the players interact within the game. The notion of interaction index was then introduced to measure an interaction degree among players in coalitions; see [13,12,7,8,14,10,6] for the definitions and axiomatic characterizations of the Shapley and Banzhaf interaction indexes as well as many others.
In addition to the axiomatic characterizations the Shapley power index and the Banzhaf power and interaction indexes were shown to be solutions of simple least squares approximation problems (see [2] for the Shapley index, [11] for the Banzhaf power index and [9] for the Banzhaf interaction index).
We generalize the non-weighted approach of [11,9] by adding a weighted, probabilistic viewpoint: A weight w(S) is assigned to every coalition S of players that represents the probability that coalition S forms. The solution of the weighted least squares problem associated with the probability distribution w was given in [3,4] in the special case when the players behave independently of each other to form coalitions.
In this particular setting we introduce a weighted Banzhaf interaction index associated with w by considering, as in [11,9], the leading coefficients of the approximations of the game by polynomials of specified degrees.We then study the most important properties of these weighted indexes and their relations with the classical Banzhaf and Shapley indexes.
University of Luxembourg - UL
Researchers ; Professionals ; Students
http://hdl.handle.net/10993/7298
http://www.flll.jku.at/div/research/linz2011/index.html
http://www.flll.jku.at/div/research/linz2011/LINZ2011Abstracts.pdf

File(s) associated to this reference

Fulltext file(s):

FileCommentaryVersionSizeAccess
Open access
MarichalMathonetLinz.pdfAuthor postprint50.58 kBView/Open
Open access
PV-MarichalMathonetLinz.pdfPublisher postprint45.6 kBView/Open

Additional material(s):

File Commentary Size Access
Open access
MathonetLinz.pdfSlides413.48 kBView/Open

Bookmark and Share SFX Query

All documents in ORBilu are protected by a user license.