Research Article

A review of radial kernel methods for the resolution of Fredholm integral equations of the second kind

Volume: 7 Number: Special Issue: AT&A December 16, 2024
EN

A review of radial kernel methods for the resolution of Fredholm integral equations of the second kind

Abstract

The paper presents an overview of the existing literature concerning radial kernel meshfree methods for the numerical treatment of second-kind Fredholm integral equations. More in detail, it briefly recalls radial basis function (RBF) interpolation and cubature rules to properly describe numerical methods for two-dimensional linear Fredholm equations. The RBF approach allows us to consider the case when the involved functions are not known analytically, but only as vectors of scattered data samples. The described methods do not require any background mesh and, hence, are also independent on the geometry of the domain.

Keywords

Supporting Institution

ICSC - Centro Nazionale di Ricerca in High-Performance Computing, Big Data and Quantum Computing; INdAM Research group GNCS.

Thanks

RITA "Research ITalian network on Approximation"; UMI Group TAA "Approximation Theory and Applications"; SIMAI Activity Group ANA&A "Numerical and Analytical Approximation of Data and Functions with Applications".

References

  1. T. Akbari, M. Esmaeilbeigi and D. Moazami: A stable meshless numerical scheme using hybrid kernels to solve linear Fredholm integral equations of the second kind and its applications, Math. Comput. Simulation, 220 (2024), 1–28.
  2. P. Assari, H. Adibi and M. Dehghan: A numerical method for solving linear integral equations of the second kind on the non-rectangular domains based on the meshless method, Appl. Math. Model., 37 (22) (2013), 9269–9294.
  3. K. E. Atkinson: The Numerical Solution of Integral Equations of the second kind, Cambridge Monographs on Applied and Computational Mathematics, Cambridge University Press (1997).
  4. K. E. Atkinson, F. Potra: The discrete Galerkin method for linear integral equations, IMA J. Numer. Anal., 9 (1989), 385–403.
  5. M. Bozzini, L. Lenarduzzi, M. Rossini and R. Schaback: Interpolation with variably scaled kernels, IMA J. Numer. Anal., 35 (2015), 199–219.
  6. M. D. Buhmann: Radial Basis Functions: Theory and Implementation, Cambridge Monogr. Appl. Comput. Math., vol. 12, Cambridge Univ. Press, Cambridge (2003).
  7. R. Cavoretto, S. De Marchi, A. De Rossi, E. Perracchione and G. Santin: Partition of unity interpolation using stable kernel-based techniques, Appl. Numer. Math., 116 (2017), 95–107.
  8. R. Cavoretto, A. De Rossi: A two-stage adaptive scheme based on RBF collocation for solving elliptic PDEs, Comput. Math. Appl., 79 (11) (2020), 3206–3222.

Details

Primary Language

English

Subjects

Numerical Analysis

Journal Section

Research Article

Early Pub Date

December 16, 2024

Publication Date

December 16, 2024

Submission Date

August 26, 2024

Acceptance Date

December 1, 2024

Published in Issue

Year 2024 Volume: 7 Number: Special Issue: AT&A

APA
Cavoretto, R., De Rossi, A., & Mezzanotte, D. (2024). A review of radial kernel methods for the resolution of Fredholm integral equations of the second kind. Constructive Mathematical Analysis, 7(Special Issue: AT&A), 142-153. https://doi.org/10.33205/cma.1538581
AMA
1.Cavoretto R, De Rossi A, Mezzanotte D. A review of radial kernel methods for the resolution of Fredholm integral equations of the second kind. CMA. 2024;7(Special Issue: AT&A):142-153. doi:10.33205/cma.1538581
Chicago
Cavoretto, Roberto, Alessandra De Rossi, and Domenico Mezzanotte. 2024. “A Review of Radial Kernel Methods for the Resolution of Fredholm Integral Equations of the Second Kind”. Constructive Mathematical Analysis 7 (Special Issue: AT&A): 142-53. https://doi.org/10.33205/cma.1538581.
EndNote
Cavoretto R, De Rossi A, Mezzanotte D (December 1, 2024) A review of radial kernel methods for the resolution of Fredholm integral equations of the second kind. Constructive Mathematical Analysis 7 Special Issue: AT&A 142–153.
IEEE
[1]R. Cavoretto, A. De Rossi, and D. Mezzanotte, “A review of radial kernel methods for the resolution of Fredholm integral equations of the second kind”, CMA, vol. 7, no. Special Issue: AT&A, pp. 142–153, Dec. 2024, doi: 10.33205/cma.1538581.
ISNAD
Cavoretto, Roberto - De Rossi, Alessandra - Mezzanotte, Domenico. “A Review of Radial Kernel Methods for the Resolution of Fredholm Integral Equations of the Second Kind”. Constructive Mathematical Analysis 7/Special Issue: AT&A (December 1, 2024): 142-153. https://doi.org/10.33205/cma.1538581.
JAMA
1.Cavoretto R, De Rossi A, Mezzanotte D. A review of radial kernel methods for the resolution of Fredholm integral equations of the second kind. CMA. 2024;7:142–153.
MLA
Cavoretto, Roberto, et al. “A Review of Radial Kernel Methods for the Resolution of Fredholm Integral Equations of the Second Kind”. Constructive Mathematical Analysis, vol. 7, no. Special Issue: AT&A, Dec. 2024, pp. 142-53, doi:10.33205/cma.1538581.
Vancouver
1.Roberto Cavoretto, Alessandra De Rossi, Domenico Mezzanotte. A review of radial kernel methods for the resolution of Fredholm integral equations of the second kind. CMA. 2024 Dec. 1;7(Special Issue: AT&A):142-53. doi:10.33205/cma.1538581

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