Proceedings

The Thought Experiment Approach to Qualitative Physics

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Proceedings of the Eleventh International Joint Conference on Artificial Intelligence. Knowledge Representation. Pages 1279-1283.

Abstract

This paper discusses the application of the thought experiment methodology to qualitative reasoning. Problem solving using this technique involves simplification of the original problem, solution of the simplified problem, and generalization of the results obtained. Our emphasis in this work is to demonstrate the effectiveness of this approach in addressing complexity and grain size issues that affect .qualitative simulation. The thought expenment methodology is presented formally, the implementation of a problem solver called TEPS is briefly discussed, and the methodology is compared with related techniques such as approximation, aggregation, and exaggeration.

David L. Hibler, and Gautam Biswas. 1989. The Thought Experiment Approach to Qualitative Physics. In Proceedings of the Eleventh International Joint Conference on Artificial Intelligence, IJCAI-89. IJCAI, 1279–1283. https://ijcai.org/proceedings/1989/205
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