DocumentCode
1096467
Title
Computational aspects of the Mobius transformation of graphs
Author
Kennes, Robert
Author_Institution
IRIDIA, Univ. Libre de Bruxelles, Belgium
Volume
22
Issue
2
fYear
1992
Firstpage
201
Lastpage
223
Abstract
Mobius transformations are defined and studied in the framework of general binary relations. From the application point of view fast Mobius transformation algorithms are presented for computing the Mobius transformation of the Boolean lattice. It is proved that they are actually the best algorithms among a large class of algorithms. These algorithms have a polynomial routine, whereas the usual algorithms have an exponential routine. From a theoretical point of view, the major point of the study is the functoriality of the Mobius transformation, which implies that it is recursive. An algorithm for computing Dempster´s rule of combination that is much faster than the usual one is obtained. A series of related fast algorithms for Dempster-Shafer theory is included
Keywords
Boolean algebra; directed graphs; Boolean lattice; Dempster´s rule; Dempster-Shafer theory; Mobius transformation; directed graphs; general binary relations; Artificial intelligence; Computational efficiency; Distributed computing; Expert systems; Heart; Lattices; Polynomials; Runtime; Uncertainty;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9472
Type
jour
DOI
10.1109/21.148425
Filename
148425
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