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A constraint-based approach for qualitative matrix structural analysis

  • SUNY Buffalo

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

Qualitative physics, a subfield of artificial intelligence, adapts intuitive and non-numerical reasoning for descriptive analysis of physical systems. The application of a set-based qualitative algebra to matrix analysis (QMA) allows for the development of a qualitative matrix stiffness methodology for linear elastic structural analysis. The unavoidable introduction of arithmetic ambiguity requires the reinforcement of physical constraints complementary to standard matrix operations. The overall analysis technique incorporates such constraints within the set-based framework with logic programming. Truss, beam, and frame structures demonstrate constraint relationships, which prune spurious solutions resulting from qualitative arithmetic relations. Though QMA is not a panacea for all structural applications, it provides greater insight into new notions of physical analysis.

Original languageEnglish
Pages (from-to)23-36
Number of pages14
JournalArtificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM
Volume9
Issue number1
DOIs
StatePublished - Jan 1995

Keywords

  • Artificial Intelligence
  • Constraint Satisfaction
  • Logic Programming
  • Qualitative Reasoning
  • Structural Engineering

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