Integrated knowledge representation and management in simulation-based design generation

Jerzy W. Rozenblit, Jhyfang Hu

Research output: Contribution to journalArticle

9 Scopus citations

Abstract

The rising complexity of systems has increased the difficulty in managing knowledge in computer-aided design tools. Conventional representation schemes such as production rules, frames, AND{plus 45 degree rule}OR trees or semantic networks do not provide sufficient power for managing complex design knowledge. An integrated knowledge representation and management scheme, termed Frames and Rules Associated System Entity Structure (FRASES), is presented for model-based system design applications. A design methodology supported by FRASES is discussed. The methodology combines simulation and artificial intelligence to aid in the design model development and performance evaluation processes. The proposed representation scheme is fundamental to the methodology in that (a) it captures the structure of the system being designed, (b) by organizing complex design knowledge into a hierarchical and entity-based structure, it increases the efficiency of design inference, and (c) it reduces the cost and increases the reliability of a knowledge base. A comprehensive design example illustrating the proposed scheme is also presented.

Original languageEnglish (US)
Pages (from-to)261-282
Number of pages22
JournalMathematics and Computers in Simulation
Volume34
Issue number3-4
DOIs
StatePublished - Sep 1992

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)
  • Numerical Analysis
  • Modeling and Simulation
  • Applied Mathematics

Fingerprint Dive into the research topics of 'Integrated knowledge representation and management in simulation-based design generation'. Together they form a unique fingerprint.

  • Cite this