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The Orders of Magnitude Models as Qualitative Algebras

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Proceedings of the Eleventh International Joint Conference on Artificial Intelligence. Knowledge Representation. Pages 1261-1265.

Abstract

This paper provides a unifying mathematical framework for orders of magnitude models used in Qualitative Physics . An axiomatic of the qualitative equality is provided and a general algebraic structure called qualitative algebra is defined . It is shown that the usual model (+,-,0,?} and the extended model recently introduced by Dubois and Prade are particular cases in the class of models that are generated from a partition of the real line . Any of these models can be structured as qualitative algebra. On the other hand, we characterize those qualitative algebras that are isomorphous, in a qualitative sense. Besides, it is shown that all these models can be embedded into one another as qualitative subalgebras.

Louise Travé-Massuyès, and Núria Piera. 1989. The Orders of Magnitude Models as Qualitative Algebras. In Proceedings of the Eleventh International Joint Conference on Artificial Intelligence, IJCAI-89. IJCAI, 1261–1265. https://ijcai.org/proceedings/1989/202
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