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
Citations
|
2739
|
A mathematical theory of communication
– Shannon
- 1948
|
|
279
|
Information theory and statistical mechanics
– Jaynes
- 1957
|
|
238
|
Deterministic nonperiodic flows
– Lorenz
- 1963
|
|
110
|
Possibility Theory
– Dubois, Prade
- 1988
|
|
44
|
On Measures of Information and Their Characterization
– Axze'l, Daro'czy
- 1975
|
|
31
|
1980] From Being to Becoming
– PRIGOGINE
|
|
30
|
Economics and Information Theory
– Theil
- 1967
|
|
26
|
Information theory and the living system
– Gatlin
- 1972
|
|
21
|
Topological entropy
– Adler, Konheim, et al.
- 1965
|
|
19
|
The Entropy Law and the Economic Process
– Georgescu-Roegen
- 1971
|
|
17
|
Maximum entropy and Bayesian methods
– Skilling
- 1989
|
|
13
|
Scientific Uncertainty and Information
– Brillouin
- 1964
|
|
13
|
Relative Information: Theories and Applications
– Jumarie
- 1990
|
|
12
|
Information and Self-Organization
– Haken
- 1988
|
|
11
|
Mathematics for dynamic modeling
– Beltrami
- 1987
|
|
9
|
Social Entropy Theory
– Bailey
- 1990
|
|
8
|
Evolution as Entropy
– Brooks, Wiley
- 1988
|
|
7
|
Emergent attractors and the law of maximum entropy production
– Swenson
- 1989
|
|
6
|
Adaptability: The significance of variability from molecule to ecosystem
– Conrad
- 1983
|
|
6
|
Complexity Measures and Cellular Automata
– Lindgren, Nordahl
- 1988
|
|
5
|
Dynamics and Thermodynamics in Hierarchically Organized Systems
– Auger
- 1990
|
|
5
|
The Phenomenon of
– Chardin, P
- 1959
|
|
5
|
Representation of Hierarchical Structure in Evolving Networks
– Minch
- 1988
|
|
3
|
Order and Disorder in Two and Three Dimensional B`enard Convection
– Curry, Herring
- 1984
|
|
3
|
Entropy in an Expanding Universe
– Frautschi
- 1982
|
|
3
|
Black Holes and Thermodynamics
– Hawking
- 1976
|
|
3
|
Diagnosis of dynamical systems with fluctuating parameters
– Ruelle
- 1987
|
|
3
|
Catastrophe theory
– Zeeman
- 1976
|
|
2
|
Two Essays on Entropy, U
– Carnap
- 1977
|
|
2
|
Entropy Minimax Sourcebook, v. 1-4, Entropy Limited
– Christensen
- 1980
|
|
2
|
Entropy in Relation to Incomplete Knowledge, Cambridge U
– Denbigh, Denbigh
- 1985
|
|
2
|
Evolution, The Grand Synthesis
– Laszlo
- 1987
|
|
2
|
Life and the Production of Entropy
– Ulanowicz, Hannon
- 1987
|
|
2
|
Entropy and Information: Suggestions for a Common Language,Philo s
– Wicken
- 1987
|
|
1
|
Spatial Anatomy of Interacting Economies
– Batten
- 1983
|
|
1
|
Comment on `Nonequilibrium' Approach to Evolution
– Bookstein
- 1983
|
|
1
|
The Cosmic Blueprint, Simon and
– Davies
- 1988
|
|
1
|
Entropy and General Theory of Peace
– Galtung
- 1975
|
|
1
|
Entropy
– Hershey, Lee
- 1987
|
|
1
|
Maximum Entropy Models
– Kapur
- 1989
|
|
1
|
Opening and Closing in Open Systems
– Klapp
- 1975
|
|
1
|
Victims of Ambition
– Lovtrup
- 1983
|
|
1
|
Measuring the Permeability of Occupational Structures
– McFarland
- 1969
|
|
1
|
Entropy and Nonsense
– Morowitz
- 1986
|
|
1
|
Review of Order Out of Chaos", Physics Today
– Pagels
- 1985
|
|
1
|
Thermodynamics and Life
– Peacocke
- 1984
|
|
1
|
Entropy: A New World
– Rifkin
- 1980
|
|
1
|
Structure of Random Cellular Networks and Their Evolution
– Rivier
- 1986
|
|
1
|
Introduction to Statistical
– Rosser
- 1982
|
|
1
|
Evolving Hierarchical Systems: Structure and Representation
– Salthe
- 1985
|