Experimental Frame Specification Methodology for Hierarchical Simulation Modeling

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Abstract

A methodology is presented for defining conditions under which simulation models can be observed and experimented with. Such conditions are formalized as experimental frames. A method for deriving experimental frame specifications for simulation models is given based on a universal specification called generic experimental frame. The methodology defines two schemes for carrying out simulation experiments with hierarchical, modular models: 1) the centralized architecture is based on a global experimental frame which specifies conditions for the entire model; 2) the distributed architecture facilitates attachments of frame components to model simulators at different levels of the model hierarchy. An example of a simple manufacturing process illustrates the conceptual framework. Implications of the proposed framework for design of high autonomy systems are discussed as well.

Original languageEnglish (US)
Pages (from-to)317-336
Number of pages20
JournalInternational Journal of General Systems
Volume19
Issue number3
DOIs
Publication statusPublished - 1991

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Keywords

  • distributed simulation
  • experimental frame
  • hierarchical
  • modular systems
  • Simulation modeling

ASJC Scopus subject areas

  • Computer Science Applications
  • Control and Systems Engineering
  • Modeling and Simulation
  • Theoretical Computer Science
  • Information Systems

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