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Theorem

Birkhoff Ergodic Theorem

Probability and Statistics

For a measure-preserving transformation, the time average of an integrable function along almost every orbit converges, and for an ergodic system equals the function's space average. Proved by George David Birkhoff, it is the founding pointwise convergence theorem of ergodic theory.

Facts
Statement
The theorem states that for a measure preserving transformation on a probability space, the time average of an integrable function along almost every orbit converges, and when the system is ergodic that limit equals the function's space average almost everywhere. 1
Proof Year
1931 1
George David Birkhoff published the proof in 1931 in the Proceedings of the National Academy of Sciences; John von Neumann proved a related mean ergodic theorem the same period.
Connections

In Branch

Sources
1. Birkhoff Ergodic Theorem (Wikipedia)
Wikimedia Foundation
  • pointwise ergodic theorem section, statement sentence
    More precisely, the pointwise or strong ergodic theorem states that the limit in the definition of the time average of f exists for almost every x
  • history section, attribution sentence
    Two of the most important theorems are those of Birkhoff (1931) and von Neumann
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