Trivariate Spectral Collocation Approach for the Numerical Solution of Three-Dimensional Elliptic Partial Differential Equations

被引:0
作者
Mkhatshwa, Musawenkhosi Patson [1 ]
Khumalo, Melusi [1 ]
机构
[1] Univ South Africa, Dept Math Sci, Cnr Christian Wet Rd & Pioneer Ave,Florida Pk, ZA-1709 Roodepoort, South Africa
关键词
spectral method; Chebyshev-Gauss-Lobatto points; trivariate Lagrange interpolating polynomial; quasilinearization method; three-dimensional elliptic PDEs; Kronecker tensor product; SPLINE COLLOCATION; DISCRETIZATION; PDES;
D O I
10.3390/math10132260
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This article is concerned with the numerical solution of three-dimensional elliptic partial differential equations (PDEs) using the trivariate spectral collocation approach based on the Kronecker tensor product. By using the quasilinearization method, the nonlinear elliptic PDEs are simplified to a linear system of algebraic equations that can be discretized using the spectral collocation method. The method is based on approximating the solutions using the triple Lagrange interpolating polynomials, which interpolate the unknown functions at selected Chebyshev-Gauss-Lobatto (CGL) grid points. The CGL points are preferred to ensure simplicity in the conversion of continuous derivatives to discrete derivatives at the collocation points. The collocation process is carried out at the interior points to reduce the size of differentiation matrices. This work is aimed at verifying that the algorithm based on the method is simple and easily implemented in any scientific software to produce more accurate and stable results. The effectiveness and spectral accuracy of the numerical algorithm is checked through the determination and analysis of errors, condition numbers and computational time for various classes of single or system of elliptic PDEs including those with singular behavior. The communicated results indicate that the proposed method is more accurate, stable and effective for solving elliptic PDEs. This good accuracy becomes possible with the usage of few grid points and less memory requirements for numerical computation.
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页数:23
相关论文
共 44 条
[1]   Modified nodal cubic spline collocation for Poisson's equation [J].
Abushama, Abeer Ali ;
Bialecki, Bernard .
SIAM JOURNAL ON NUMERICAL ANALYSIS, 2008, 46 (01) :397-418
[2]   An Alternating-Direction Sinc-Galerkin method for elliptic problems [J].
Alonso, Nicomedes, III ;
Bowers, Kenneth L. .
JOURNAL OF COMPLEXITY, 2009, 25 (03) :237-252
[3]  
Arpaci V.S., 1984, CONVECTION HEAT TRAN
[4]   Haar wavelet collocation method for three-dimensional elliptic partial differential equations [J].
Aziz, Imran ;
Siraj-ul-Islam ;
Asif, Muhammad .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2017, 73 (09) :2023-2034
[5]   Wavelets collocation methods for the numerical solution of elliptic BV problems [J].
Aziz, Imran ;
Siraj-ul-Islam ;
Sarler, Bozidar .
APPLIED MATHEMATICAL MODELLING, 2013, 37 (03) :676-694
[6]  
Bellman R., 1968, QUASILINEARIZATION N
[7]   A highly accurate collocation algorithm for 1+1 and 2+1 fractional percolation equations [J].
Bhrawy, Ali H. .
JOURNAL OF VIBRATION AND CONTROL, 2016, 22 (09) :2288-2310
[8]   FAMILIES OF HIGH-ORDER ACCURATE DISCRETIZATIONS OF SOME ELLIPTIC PROBLEMS [J].
BOISVERT, RF .
SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING, 1981, 2 (03) :268-284
[9]   A Compact Fourth Order Scheme for the Helmholtz Equation in Polar Coordinates [J].
Britt, S. ;
Tsynkov, S. ;
Turkel, E. .
JOURNAL OF SCIENTIFIC COMPUTING, 2010, 45 (1-3) :26-47
[10]  
Canuto C, 2007, SPECTRAL METHODS FUN