Ergodic hypothesis: Difference between revisions

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The Ergodic hypothesis (Ref 1 and 2) essentially states that an ensemble average (MC) of an observable, <math> \langle O \rangle_\mu</math>  is equivalent to the time average, <math>\overline{O}_T</math> of an observable (MD). ''i.e.''
The Ergodic hypothesis (Ref 1 and 2) essentially states that an ensemble average (i.e. [[Monte Carlo]]) of an observable, <math> \langle O \rangle_\mu</math>  is equivalent to the time average, <math>\overline{O}_T</math> of an observable (i.e. [[molecular dynamics]]). ''i.e.''


:<math>\lim_{T \rightarrow \infty} \overline{O}_T (\{q_0(t)\},\{p_0(t)\}) = \langle O \rangle_\mu.</math>
:<math>\lim_{T \rightarrow \infty} \overline{O}_T (\{q_0(t)\},\{p_0(t)\}) = \langle O \rangle_\mu.</math>

Revision as of 15:09, 5 June 2007

The Ergodic hypothesis (Ref 1 and 2) essentially states that an ensemble average (i.e. Monte Carlo) of an observable, is equivalent to the time average, of an observable (i.e. molecular dynamics). i.e.

A restatement of the ergodic hypothesis is to say that all allowed states are equally probable.


References

  1. George D. Birkhoff, "Proof of the Ergodic Theorem", PNAS 17 pp. 656-660 (1931)
  2. Adrian Patrascioiu "The Ergodic-Hypothesis, A Complicated Problem in Mathematics and Physics", Los Alamos Science, 15 pp. 263- (1987)