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A Powerdomain of Possibility Measures

✍ Scribed by Michael Huth


Publisher
Elsevier Science
Year
1997
Tongue
English
Weight
780 KB
Volume
6
Category
Article
ISSN
1571-0661

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✦ Synopsis


We p r o vide a domain-theoretic framework for possibility theory by studying possibility measures on the lattice of opens O(X) of a topological space X . The powerspaces P 0 1] (X) and P 0 1] (X) o f a l l s u c h maps extend to functors in the natural way. We m a y think of possibility measures as continuous valuations by replacing +' with _' in their modular law. The functors above send continuous maps to sup-maps and continuous domains to completely distributive lattices in the latter case they are locally continuous. Finite suprema of scalar multiples of point v aluations form a basis of the powerdomains above if O(X) is the Scott-topology of a continuous domain. The notions of 0 1]-and 0 1]-modules corresponds to that of continuous cones if addition on the reals and on the module is replaced by suprema. The powerdomain P 0 1] (D) is the free 0 1]-module over a c o n tinuous domain D.


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A new technique of uncertainty management in expert systems is proposed. It is suggested that the possibility theory-based treatment of uncertainty (developed by D. Dubois and H. Prade) in inference engines be simplified by using a combination of possibility and necessity measures, namely N + FI -1,