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  On the Semantics of Entropy Measures of Emergent Phenomena (1991) [1 citations — 0 self]

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by Mr. Cliff Joslyn
Cybernetics and Systems
ftp://wwwc3.lanl.gov/pub/users/joslyn/entnote.ps.gz
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Abstract:

This paper is an attempt to perform some semantic analysis of the concept of "entropy" as it is used in both thermodynamic and non-thermodynamic contexts. We will first consider the relation between thermodynamic entropy as a semantic concept, a measured quantity of real systems; and statistical entropy as a syntactic concept, a calculated quantity in formal systems. We will then consider the use of entropy as a measure of different types of systems, the origin and identification of emergent levels in physical systems, and the ontological status of non-thermodynamic entropies. 1 Syntactic vs. Semantic Definitions of Entropy The literature on the relation between thermodynamics and information theory is vast [8, 10, 23, 26, 51, 61, etc.]. While this debate is not the central concern of this paper, in any discussion of entropy it is wise to clearly express how it will be understood. We do so on the basis of the relation and difference between, on the one hand, quantities which result from measurements of real systems, and, on the other, quantities which result from calculations in formal, mathematical systems. Science is (at least) the interaction between theory and observation. When theory is seen as a model of reality, its function is to predict (retrodict) future (past) observations. In the present context, we are dealing with two different models of parts of reality. The thermodynamic definition of entropy: dS = dQ rev T

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