Definition:Convergence Almost Everywhere

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Given a measure space $(X, \Sigma, \mu)\ $ and a sequence of $\Sigma$-measurable functions $f_n:D\to\R$ for $D\in\Sigma$, the sequence is said to converge almost everywhere (or converge a.e.) on $D\ $ to a function $f\ $ if

$\mu(\{x\in D:f_n(x) \text{ does not converge to } f(x)\}) = 0$,

and we write $f_n \stackrel{a.e.}{\to} f$.

In other words, the sequence of functions converges pointwise outside of a null set.

Relations to Other Modes of Convergence

Convergence a.e. is implied by uniform convergence a.e. (proof here). A partial converse to this result is given by Egorov's Theorem.

Convergence a.e. is also implied by pointwise convergence.

Convergence a.e. implies convergence in measure.

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