Math.Comput.Sci.
https://doi.org/10.1007/s11786-020-00465-1 Mathematics in Computer Science
Explicit Formulae for Integro-Differential Operational
Matrices
José M. A. Matos · Maria João Rodrigues ·
João Carrilho de Matos
Received: 11 July 2019 / Revised: 16 January 2020 / Accepted: 16 February 2020
© Springer Nature Switzerland AG 2020
Abstract In this work we deduce explicit formulae for the elements of the matrices representing the action of
integro-differential operators over the coefficients of generalized Fourier series. Our formulae are obtained by
performing operations on the bases of orthogonal polynomials and result directly from the three-term recurrence
relation satisfied by the polynomials. Moreover we give exact formulae for the coefficients for some families of
orthogonal polynomials. Some tests are given to demonstrate the robustness of the formulas presented.
Keywords Integro-differential equations · Operational matrices · Orthogonal polynomials
Mathematics Subject Classification 42C99 · 45A05 · 80M22
1 Introduction
In some spectral methods the operational matrices that transform integro-differential problems into algebraic prob-
lems are often obtained using a similarity transformation [14]. For high degree approximation the accuracy of the
approximate solutions is degraded by the bad conditioning of the matrices involved. In recent works, dealing with
the extension of spectral methods to systems of nonlinear integro-differential problems [21] and to problems with
non-polynomial coefficients [22], the error propagation when working with operational matrices is referred as a
drawback. This fact is of great importance when there is need of a large number of coefficients computed with great
precision, as it is in the case with Frobenius-Padé approximation allowing the computation of rational approximants
of series with unknown coefficients [11].
J. M. A. Matos · J. C. de Matos
Laboratório de Engenharia Matemática, Instituto Superior de Engenharia do Porto, Porto, Portugal
e-mail: jma@isep.ipp.pt
J. C. de Matos
e-mail: jem@isep.ipp.pt
M. J. Rodrigues (B ) · J. M. A. Matos
Centro de Matemática da, Universidade do Porto, Porto, Portugal
e-mail: mjsrodri@fc.up.pt
M. J. Rodrigues
Faculdade de Ciências da, Universidade do Porto, Porto, Portugal