Representational Systems Theory
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.
Year of publication: |
1974
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Authors: | Betz, Frederick ; Mitroff, Ian I. |
Published in: |
Management Science. - Institute for Operations Research and the Management Sciences - INFORMS, ISSN 0025-1909. - Vol. 20.1974, 9, p. 1242-1252
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Publisher: |
Institute for Operations Research and the Management Sciences - INFORMS |
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