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Smooth-solution error bound for composite midpoint Nyström discretization
Statement
Assume AC. Let be continuous, its integral operator, and its composite midpoint Nyström operator with panel width . Suppose is injective and solves . Assume that is twice continuously differentiable in for every , with the uniform bound Then there are and such that for every the Nyström matrix is nonsingular, its reconstruction solving exists for each , and In the standard Nyström method . The regularity assumption is on the actual function , not on every function in the unit ball of .
Facts & Assumptions
Given: AC, , , , , , , and as in the Statement.
Nyström quadrature operators and their reconstructed equations: the Nyström equation is .
Finite-node Nyström equations are equivalent to their reconstructed equations: nonsingularity of the finite grid matrix is equivalent to bijective solvability of the reconstructed equation.
A continuous kernel defines a compact integral operator on C of an interval: the continuous-kernel operator is compact; AC supplies its Countable Choice and Dependent Choice hypotheses by AC supplies the countable and dependent choices used in Banach integration.
Composite midpoint Nyström operators are collectively compact and consistent: each composite midpoint operator is bounded linear, the family is collectively compact, and in norm for every .
Collective compactness gives eventual Fredholm invertibility and solution error bounds: under AC, compactness of , collective compactness and pointwise convergence of , and injectivity of give eventual bounded inverses with a uniform bound and the residual solution estimate.
Composite midpoint error bound for a twice continuously differentiable function: for a real integrand on , the composite midpoint rule satisfies .
On the nonempty compact interval (Heine-Borel in : with the Euclidean metric a subset of is compact if and only if it is closed and bounded, and the proof by bisection uses no choice principle; the same holds on the real line), let with its supremum norm. Pointwise addition and real scalar multiplication preserve continuity. The supremum is finite by is complete in the supremum metric for every nonempty compact metric space ; the pointwise absolute-value inequalities give and , and holds exactly when . Thus this is a real norm (A norm on a real vector space, the induced metric, and the dictionary with the metric axioms). Its induced metric is the complete supremum metric of is complete in the supremum metric for every nonempty compact metric space , so is Banach (Banach space).
The constant function belongs to and is nonzero by the definition of continuous real-valued functions (The space of continuous real-valued functions on a nonempty compact metric space), so .
Proof
Given: AC, the continuous kernel and exact solution in the Statement, and .
By [F7] and [F8], the space satisfies the Banach and nonzero hypotheses of [F5]. By [F3], is compact; [F4] gives bounded linear with the required collective compactness and pointwise convergence; the Statement assumes injective. Thus [F5] supplies and a common bound for for all .
For each fixed , apply [F6] to the function . The common derivative bound gives for every , hence .
The function-equation inverse from step 1.1 and [F2] make the finite matrix nonsingular and define its unique reconstruction . Subtracting the exact and discrete equations gives Applying the inverse bound from step 1.1, then the triangle inequality and step 1.2, proves the stated estimate.
Depends on
- Nyström quadrature operators and their reconstructed equations
- Finite-node Nyström equations are equivalent to their reconstructed equations
- A continuous kernel defines a compact integral operator on C of an interval
- Collective compactness gives eventual Fredholm invertibility and solution error bounds
- Composite midpoint Nyström operators are collectively compact and consistent
- Composite midpoint error bound for a twice continuously differentiable function
- The Axiom of Choice
- AC supplies the countable and dependent choices used in Banach integration
- Heine-Borel in $\mathbb{R}^n$: with the Euclidean metric a subset of $\mathbb{R}^n$ is compact if and only if it is closed and bounded, and the proof by bisection uses no choice principle; the same holds on the real line
- The space $C(K,\mathbb{R})$ of continuous real-valued functions on a nonempty compact metric space
- $C(K,\mathbb{R})$ is complete in the supremum metric for every nonempty compact metric space $K$
- A norm on a real vector space, the induced metric, and the dictionary with the metric axioms
- Banach space
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Sources
- Andreas Neubauer and Ronny Ramlau, Lecture Notes: Integral Equations and Boundary Value Problems, §3.3 (standard reference, not scraped)
- MATH 373 Lecture Notes, §8 Approximation of Integrals (standard reference, not scraped)