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Riesz and Fischer: a home for limits measured by average squared error

Contribution grade

Functional analysis / orthogonal expansions · Exact theorem and reusable mathematical method

Reference score400,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

A sequence of curves can settle down in average squared error without settling at every point. Fischer proves that, on a finite interval, a sequence that is Cauchy in this mean-square sense has a square-integrable mean-square limit. Riesz shows that every square-summable list of coefficients can be realized against an arbitrary normalized orthogonal sequence; Fischer independently obtains this using completeness. Together these results connect functions with infinite lists of coordinates. If the orthogonal system is complete, the correspondence describes the whole function space, with functions differing only on a set of measure zero treated as the same.

Scientific scope

A sequence of curves can settle down in average squared error without settling at every point. Fischer proves that, on a finite interval, a sequence that is Cauchy in this mean-square sense has a square-integrable mean-square limit. Riesz shows that every square-summable list of coefficients can be realized against an arbitrary normalized orthogonal sequence; Fischer independently obtains this using completeness. Together these results connect functions with infinite lists of coordinates. If the orthogonal system is complete, the correspondence describes the whole function space, with functions differing only on a set of measure zero treated as the same. The original scope is real Lebesgue-square-integrable functions on a finite interval. Mean-square convergence does not imply pointwise or uniform convergence of the entire sequence. For an incomplete orthogonal system, coefficients determine the closed-span representative but leave an orthogonal-complement component undetermined. The authors wrote independent papers; Fischer acknowledges Riesz publication priority. Riesz explicitly gives a proof sketch in places. Earlier Hilbert, Schmidt, Fatou and Lebesgue results retain their own credit.

Evidence

The linked original works support the scoped statement and contribution attribution. WRS has not independently replayed experiments or reconstructed a full mathematical proof. The original scope is real Lebesgue-square-integrable functions on a finite interval. Mean-square convergence does not imply pointwise or uniform convergence of the entire sequence. For an incomplete orthogonal system, coefficients determine the closed-span representative but leave an orthogonal-complement component undetermined. The authors wrote independent papers; Fischer acknowledges Riesz publication priority. Riesz explicitly gives a proof sketch in places. Earlier Hilbert, Schmidt, Fatou and Lebesgue results retain their own credit.

Contributors

Provisional WRS assessment, edition 2026-10-23.7. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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