Publication | Closed Access
Robust Padé Approximation via SVD
116
Citations
21
References
2013
Year
Mathematical ProgrammingNumerical AnalysisPadé ApproximationMatlab CodeEngineeringPade ApproximationNumerical ComputationValidated NumericsPade ApproximantComputer EngineeringApproximation MethodInverse ProblemsRegularization (Mathematics)Kernel MethodApproximation TheoryRobust Padé ApproximationLow-rank Approximation
Padé approximation is considered from the point of view of robust methods of numerical linear algebra, in particular, the singular value decomposition. This leads to an algorithm for practical computation that bypasses most problems of solution of nearly-singular systems and spurious pole-zero pairs caused by rounding errors, for which a MATLAB code is provided. The success of this algorithm suggests that there might be variants of Padé approximation that are pointwise convergent as the degrees of the numerator and denominator increase to $\infty$, unlike traditional Padé approximants, which converge only in measure or capacity.
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