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Riesz-Fischer Theorem


The name "Riesz-Fischer theorem" is used in analysis for a number of results concerning the convergence of Cauchy sequences in Lp spaces. The theorem is named for mathematicians Frigyes Riesz and Ernst Fischer, who independently published foundational results for the special case of p=2 (Riesz 1907, Fischer 1907).

In its most common form, the Riesz-Fischer theorem says that for 1<=p<infty, the space L^p=L^p(X,mu) is (sequentially) complete for all measure spaces (X,Sigma,mu), i.e., that every Cauchy sequence of functions in L^p converges in the L^p norm to an L^p-function f. This statement is more general than the original results published by Riesz and Fischer: Riesz's result related convergence of square-summable sequences of real numbers to orthonormal sets in L^2=L^2([a,b],dx), while Fischer's result proved (using older terminology and notation) the L^2-convergence to a function f in L^2 for any Cauchy sequence in L^2.

More general versions are also known. For example, L^p(X,mu) is complete for 0<p<1. Moreover, given an inner product space V of functions and an orthonormal set {phi_n} in V, the above-stated theorem can be generalized to show that sequential completeness of V (i.e., V being a Hilbert space) implies the existence of a limiting function f in V for every square-summable sequence with finite l^2 norm. Both of these facts are sometimes considered part of the Riesz-Fischer theorem.

The name "Riesz-Fischer theorem" is also sometimes used for results which appear dissimilar to the above. Because of the role played by L^2 in the study of Fourier series, for example, it is not uncommon to see literature attribute to Riesz and Fischer various Fourier-theoretic results regarding convergence of square integrable functions. It is also somewhat common, particularly in older literature, to see a number of seemingly unrelated facts about normed spaces and inner product spaces also attributed to Riesz and Fischer, a fact sometimes attributable to the connections between the theorem and its many corollaries.


See also

Cauchy Sequence, Complete Metric Space, Lebesgue Integral, Lp-Space

Portions of this entry contributed by Christopher Stover

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References

Dunford, N. and Schwartz, J. T. Linear Operators Part I: General Theory. Hoboken, NJ: Wiley, 1988.Fischer, E. "Sur la convergence en moyenne." Comptes rendus de l'Académie des sciences 144, 1022-1024, 1907.Riesz, F. "Sur les systèmes orthogonaux de fonctions." Comptes rendus de l'Académie des sciences 144, 615-619, 1907.Zhang, Y. "Riesz-Fischer Theorem." http://www.math.purdue.edu/~zhang24/RieszFischer.pdf.

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Riesz-Fischer Theorem

Cite this as:

Weisstein, Eric W., with contributions by Christopher Stover. "Riesz-Fischer Theorem." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/Riesz-FischerTheorem.html

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