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A Univariate Polynomial Sparse Interpolation Algorithm Based On Exponential Analysis

Posted on:2022-07-08Degree:MasterType:Thesis
Country:ChinaCandidate:S Q LiFull Text:PDF
GTID:2480306491959959Subject:Computational Mathematics
Abstract/Summary:PDF Full Text Request
Sparse interpolation of polynomials is not only of great significance in computational mathematics,but also in practical applications.In this paper,we discuss the problem of sparse interpolation of a univariate polynomial,and discuss how to recover the coefficients and degrees of nonzero terms of a sparse polynomial when the given interpolation condition is noisy.The problem of polynomial interpolation is regarded as an exponential analysis problem,and then a Sub-Nyquist exponential analysis method in the literature is applied to the polynomial sparse interpolation problem.In the numerical example,we compare with a widely accepted polynomial sparse interpolation algorithm in the current literature.The experimental results show that the proposed algorithm is effective and has some advantages.
Keywords/Search Tags:Exponential model, Exponential analysis, Sparse interpolation of polynomial
PDF Full Text Request
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