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THE SCOPE OF DIMENSIONAL ANALYSIS IN QUALITATIVE REASONING
Authors:Jayant  Kalagnanam  Max  Henrion Eswaran  Subrahmanian
Affiliation:Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, PA 15213, U.S.A.;Engineering Design Research Center, Carnegie Mellon University, Pittsburgh, PA 15213, U.S.A.
Abstract:Dimensional analysis, traditionally used in physics and engineering to identify quantitative relationships, has recently been applied to qualitative reasoning of physical systems. We illustrate some problems of this approach. In the light of this, we reexamine the fundamentals of dimensional analysis in order to more precisely characterize its scope and limitations as a tool in qualitative reasoning. We also explore its relationship to state equation representations of physical systems. In particular, we describe its value in providing a set of constraints to reduce the ambiguity that bedevils qualitative reasoning schemes. We argue that dimensional analysis should not be seen as a substitute for knowledge about the physics but rather a supplement to other sources of knowledge.
Keywords:qualitative reasoning  comparative statics  
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