Title of article :
A polynomial approximation for arbitrary functions
Author/Authors :
Cohen، نويسنده , , Michael A. and Tan، نويسنده , , Can Ozan، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Abstract :
We describe an expansion of Legendre polynomials, analogous to the Taylor expansion, for approximating arbitrary functions. We show that the polynomial coefficients in the Legendre expansion, and thus, the whole series, converge to zero much more rapidly compared to those in the Taylor expansion of the same order. Furthermore, using numerical analysis with a sixth-order polynomial expansion, we demonstrate that the Legendre polynomial approximation yields an error at least an order of magnitude smaller than that of the analogous Taylor series approximation. This strongly suggests that Legendre expansions, instead of Taylor expansions, should be used when global accuracy is important.
Keywords :
least squares , Numerical approximation , Legendre polynomial
Journal title :
Applied Mathematics Letters
Journal title :
Applied Mathematics Letters