Abstract
We study a reliable pole selection for the rational approximation of the resolvent of fractional powers of operators in both the finite and infinite dimensional setting. The analysis exploits the representation in terms of hypergeometric functions of the error of the Padé approximation of the fractional power. We provide quantitatively accurate error estimates that can be used fruitfully for practical computations. We present some numerical examples to corroborate the theoretical results. The behavior of rational Krylov methods based on this theory is also presented.
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References
Aceto, L., Novati, P.: Rational approximation to fractional powers of self-adjoint positive operators. Numer. Math. 143(1), 1–16 (2019)
Aceto, L., Novati, P.: Rational approximation to the fractional Laplacian operator in reaction–diffusion problems. SIAM J. Sci. Comput. 39, A214–A228 (2017)
Aceto, L., Novati, P.: Efficient implementation of rational approximations to fractional differential operators. J. Sci. Comput. 76, 651–671 (2018)
Aceto, L., Bertaccini, D., Durastante, F., Novati, P.: Rational Krylov methods for functions of matrices with applications to fractional partial differential equations. J. Comput. Phys. 396(1), 470–482 (2019)
Beckermann, B., Reichel, L.: Error estimates and evaluation of matrix functions via the Faber transform. SIAM J. Numer. Anal. 47(5), 3849–3883 (2009)
Beyer, H.R.: Beyond Partial Differential Equations, LNM 1898. Springer, Berlin (2007)
Bonito, A., Pasciak, J.E.: Numerical approximation of fractional powers of elliptic operators. Math. Comput. 84, 2083–2110 (2015)
Corless, R.M., Gonnet, G.H., Hare, D.E.G., Jeffrey, D.J., Knuth, D.E.: On the Lambert W function. Adv. Comput. Math. 5(1), 329–359 (1996)
Druskin, V., Knizhnerman, L., Zaslavsky, M.: Solution of large scale evolutionary problems using rational Krylov subspaces with optimized shifts. SIAM J. Sci. Comput. 31(5), 3760–3780 (2009)
Elliott, D.: Truncation errors in Padé approximations to certain functions: an alternative approach. Math. Comp. 21, 398–406 (1967)
Güttel, S.: Rational Krylov approximation of matrix functions: numerical methods and optimal pole selection. GAMM-Mitt. 36(1), 8–31 (2013)
Hale, N., Townsend, A.: Fast and accurate computation of Gauss–Legendre and Gauss–Jacobi quadrature nodes and weights. SIAM J. Sci. Comput. 35, A652–A672 (2013)
Harizanov, S., Lazarov, R., Marinov, P., Margenov, S., Pasciak, J.: Comparison analysis on two numerical methods for fractional diffusion problems based on rational approximations of \(t^\gamma ,\) \(0 \le t \le 1\) (2018). arXiv: 1805.00711v1
Hoorfar, A., Hassani, M.: Inequalities on the Lambert \(W\)-function and hyperpower function. J. Inequal. Pure and Appl. Math. 9(2), 5. Art. 51 (2008)
Moret, I., Novati, P.: Krylov subspace methods for functions of fractional differential operators. Math. Comput. 88, 293–312 (2019)
Rudin, W.: Functional Analysis. McGraw-Hill, New York (1973)
Vabishchevich, P.N.: Numerical solution of time-dependent problems with fractional power elliptic operator. Comput. Methods Appl. Math. 18, 111–128 (2018)
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This work was funded by GNCS-INdAM, PRA-University of Pisa and FRA-University of Trieste. The authors are members of the INdAM research group GNCS.
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Aceto, L., Novati, P. Padé-type Approximations to the Resolvent of Fractional Powers of Operators. J Sci Comput 83, 13 (2020). https://doi.org/10.1007/s10915-020-01198-w
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DOI: https://doi.org/10.1007/s10915-020-01198-w