Applications of heterogeneous reasoning in design

  • Authors:
  • Dave Barker-Plummer;John Etchemendy

  • Affiliations:
  • CSLI, Stanford University, Stanford, California;CSLI, Stanford University, Stanford, California

  • Venue:
  • Machine Graphics & Vision International Journal - Special issue on diagrammatics & Design
  • Year:
  • 2003

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Abstract

The task of designing a complex artifact can be thought of as reasoning within a space of alternatives. This reasoning shares the large-scale structure of logical proof: the elucidation of information as the design is fleshed out, and hypothetical reasoning concerning the consequences of various possible design decisions, for example. However, design reasoning differs from the kind of reasoning usually considered by logicians because it involves reasoning with multiple representations of informatiom and with complex rationale and goal structures. We describe an architecture for building applications to support design reasoning which generalizes traditional notions of proof to the case of real-world problem solving, including design reasoning.