Multiresolution Discrete Finite Difference Masks for Rapid Solution Approximation of the Poisson's Equation

Ravi Kumar Jha, Hassan Ugail, Habibollah Haron, Andres Iglesias

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

The Poisson's equation is an essential entity of applied mathematics for modelling many phenomena of importance. They include the theory of gravitation, electromagnetism, fluid flows and geometric design. In this regard, finding efficient solution methods for the Poisson's equation is a significant problem that requires addressing. In this paper, we show how it is possible to generate approximate solutions of the Poisson's equation subject to various boundary conditions. We make use of the discrete finite difference operator, which, in many ways, is similar to the standard finite difference method for numerically solving partial differential equations. Our approach is based upon the Laplacian averaging operator which, as we show, can be elegantly applied over many folds in a computationally efficient manner to obtain a close approximation to the solution of the equation at hand. We compare our method by way of examples with the solutions arising from the analytic variants as well as the numerical variants of the Poisson's equation subject to a given set of boundary conditions. Thus, we show that our method, though simple to implement yet computationally very efficient, is powerful enough to generate approximate solutions of the Poisson's equation.

Original languageEnglish
Title of host publicationSKIMA 2018 - 12th International Conference on Software, Knowledge, Information Management and Applications
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538691410
DOIs
Publication statusPublished (in print/issue) - 3 Feb 2019
Event12th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2018 - Phnom Penh, Cambodia
Duration: 3 Dec 20185 Dec 2018

Publication series

NameInternational Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA
Volume2018-December
ISSN (Print)2373-082X
ISSN (Electronic)2573-3214

Conference

Conference12th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2018
Country/TerritoryCambodia
CityPhnom Penh
Period3/12/185/12/18

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Keywords

  • Averaging
  • Finite difference scheme
  • Laplace operator
  • Poisson's Equation

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