Representational Systems Theory

Frederick Betz and Ian I. Mitroff
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Frederick Betz: University of Pennsylvania
Ian I. Mitroff: University of Pittsburgh

Management Science, 1974, vol. 20, issue 9, 1242-1252

Abstract: The methodology of simulation involves a representational approach to observed phenomena. Systems theory has been, in the past, more terminology than theory. However, a logical classification of the possible representational forms available for any simulation would serve as a meta-theory in simulation methodology. This paper presents such a classification based upon an analysis of the possible kinds of relations of explanation which can be used to connect elements of existential sets. Four types of relations are possible: cause-effect, producer-product, genetic, accidental. Of these, only two (the cause-effect and producer-product) have been used to construct formal representations in science: ateleological and teleological representations. This taxonomy, together with the notions of open and closed systems, provides a logical framework for any general form of a simulation. We show how familiar paradigms such as decision theory, allocation problems and stochastic processes are derived in this representational theory.

Date: 1974
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Persistent link: https://EconPapers.repec.org/RePEc:inm:ormnsc:v:20:y:1974:i:9:p:1242-1252

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