MODELING (Systemic) 2)
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G. KLIR explains the status of systems modeling as follows: "What does it mean to construct a system that is a model of something else? First, it means that a system, when considered on its own, is not a model. It becomes a model only in a relationship to another system, which usually is referred to as an original. Furthermore, this relation is not arbitrary, but it must be a homomorphic relation".
"A homomorphic relation (or homomorphism) between two systems is contingent upon a function from relevant entities of one system (the original) onto the corresponding entities of the other system (the modeling system), under which the relation among the entities is preserved. If the function, which is called a homomorphic function, is bijective, the relation is preserved completely (we say that the two systems are isomorphic); otherwise it is preserved only in a simplified form" (1991, p.77).
A perfect isomorphism is conceivable only between two (or more) models.
KLIR also states: "Systems models are constructed for the purposes of explanation, prediction, and sometimes, retrodiction" (p.83).
He also distinguishes between:
1) the postulational approach, in which "… a hypothetical generative system or an epistemological higher system is postulated… (as) a result of the scientist's background knowledge, experience, insight, intuition and the like. It is a frame for a specific type of deductive reasoning" (p.83) and
2) the discovery approach which is data-driven: "That is, models are derived by processes that discover patterns in data and utilize them for making inductive inferences" (p.84).
KLIR adds: "Neither of the two extremes (and idealized) approaches is actually ever used in its pure form in praxis" (p.84).
Categories
- 1) General information
- 2) Methodology or model
- 3) Epistemology, ontology and semantics
- 4) Human sciences
- 5) Discipline oriented
Publisher
Bertalanffy Center for the Study of Systems Science(2020).
To cite this page, please use the following information:
Bertalanffy Center for the Study of Systems Science (2020). Title of the entry. In Charles François (Ed.), International Encyclopedia of Systems and Cybernetics (2). Retrieved from www.systemspedia.org/[full/url]
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