Accession Number : ADP009085
Title : Hierarchical Solution of PDEs Using Wavelets.
Corporate Author : MASSACHUSETTS INST OF TECH CAMBRIDGE INTELLIGENT ENGINEERING SYSTEMS LAB
Personal Author(s) : Williams, John R. ; Amaratunga, Kevin
Report Date : SEP 1993
Pagination or Media Count : 11
Abstract : In engineering problems, we often require a quick rough estimate of the solution at the preliminary stage, which may later be refined as the design or investigation progresses. The multiresolution properties of wavelets suggest that is possible to obtain an initial coarse description of the solution with little computational effort and then successively refine the solution in regions of interest with a minimum of extra effort. The problem of successive refinement is one of the main drawbacks of the finite element method. This paper demonstrates how a hierarchy of solutions to a PDE can be obtained by using Mallat's multiresolution transform in conjunction with the wavelet-Galerkin method. This approach provides a rational means to trade off accuracy for solution speed. In contrast to the example of Beylkin et. al. where the discrete wavelet transform is applied to the matrix differential operator d/dx, we decompose the inverse of the differential operator matrix. We note that the structure of the inverse matrix is particularly suitable for developing hierarchical solutions.
Descriptors : *PARTIAL DIFFERENTIAL EQUATIONS, *FINITE ELEMENT ANALYSIS, ACCURACY, CONTRAST, ENGINEERING, ESTIMATES, STRUCTURES, VELOCITY, TRANSFORMATIONS(MATHEMATICS).
Subject Categories : Numerical Mathematics
Distribution Statement : APPROVED FOR PUBLIC RELEASE