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SIMULATION
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Design of a Knowledge-Based Simulation Environment

M. Douglas Williams

SAIC Albuquerque, NM 87111-3962

Eddy C. Gorman

Computer Science Department University of Alabama in Huntsville Huntsville, AL 35899

Sajjan G. Shiva

Computer Science University of Alabama in Huntsville Huntsville, AL 35899

This paper presents a design of a knowledge-based simulation environment based on techniques from conventional simulation methods, object-oriented programming methods, and knowledge- based programming methods. The environment has cooperating knowledge- based and simulation parts integrated into one modeling system. An idealized knowledge-based simulation model is presented along with a language for implementing such a model. This language is based on Symbolics Common Lisp with Flavors package. A model of the software development process is presented to illustrate the use of the knowledge-based simulation environment. This software development model is not intended to be a rigorous model of the software development process, but only to illustrate the use of the knowledge-based development environment which is presented in this paper.

Key Words: Knowledge-based simula tion • discrete-event simulation • object- oriented programming • rule-based programming.

SIMULATION, Vol. 67, No. 2, 121-135 (1996)
DOI: 10.1177/003754979606700206
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