Publication | Closed Access
On the Numerical Solution of Ill-Conditioned Linear Systems with Applications to Ill-Posed Problems
159
Citations
20
References
1973
Year
Numerical AnalysisSpectral TheoryMathematical ProgrammingEngineeringNumerical SolutionLinear SystemNumerical ComputationPde-constrained OptimizationIll-conditioned Linear SystemsNumerical StabilityMatrix MethodApproximation TheoryLow-rank ApproximationInverse ProblemsSingular Value DecompositionMatrix AnalysisComputed SolutionSingularly Perturbed ProblemNumerical TreatmentIll-posed Problems
We consider the solution of ill-conditioned linear systems using the singular value decomposition, and show how this can improve the accuracy of the computed solution for certain kinds of right-hand sides. Then we indicate how this technique is especially appropriate for some classical ill-posed problems of mathematical physics.
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