The British Journal for the Philosophy of Science · 1996 · 103 citations · 12 references
Natural SciencesPhysicsDynamical SystemsStatisticsStochastic ProcessesEntropyErgodic TheoryGeneral EquilibriumMarkov ProcessesStatistical MechanicsEquilibrium StatesErgodic ProcessesErgodic PropertiesErgodicityErgodicity ConditionsNon-equilibrium Statistical Mechanics
We argue that, contrary to some analyses in the philosophy of science literature, ergodic theory falls short in explaining the success of classical equilibrium statistical mechanics. Our claim is based on the observations that dynamical systems for which statistical mechanics works are most likely not ergodic, and that ergodicity is both too strong and too weak a condition for the required explanation: one needs only ergodic-like behaviour for the finite set of observables that matter, but the behaviour must ensure that the approach to equilibrium for these observables is on the appropriate time-scale.
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George D. Birkhoff · Proceedings of the National Academy of Sciences · 1931 · 849 citations · Full text
Probability, explanation, and information
Peter Railton · Synthese · 1981 · 353 citations
A Deductive-Nomological Model of Probabilistic Explanation
Peter Railton · Philosophy of Science · 1978 · 297 citations
Education, Philosophy, Physics +14
Joel L. Lebowitz, O. Penrose · Physics Today · 1973 · 237 citations