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Modulus of convergence

From Wikipedia, the free encyclopedia
Mathematical term

Inreal analysis, a branch ofmathematics, amodulus of convergence is afunction that tells how quickly aconvergent sequence converges. These moduli are often employed in the study ofcomputable analysis andconstructive mathematics.

If a sequence ofreal numbersxi{\displaystyle x_{i}} converges to a real numberx{\displaystyle x}, then by definition, for every realε>0{\displaystyle \varepsilon >0} there is anatural numberN{\displaystyle N} such that ifi>N{\displaystyle i>N} then|xxi|<ε{\displaystyle \left|x-x_{i}\right|<\varepsilon }. A modulus of convergence is essentially a function that, givenε{\displaystyle \varepsilon }, returns a corresponding value ofN{\displaystyle N}.

Examples

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Suppose thatxi{\displaystyle x_{i}} is a convergent sequence of real numbers withlimitx{\displaystyle x}. There are two common ways of defining a modulus of convergence as a function from natural numbers to natural numbers:

The latter definition is often employed in constructive settings, where the limitx{\displaystyle x} may actually be identified with the convergent sequence. Some authors use an alternate definition that replaces1/n{\displaystyle 1/n} with2n{\displaystyle 2^{-n}}.

See also

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References

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  • Klaus Weihrauch (2000),Computable Analysis.
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