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Pseudospectral meshless radial point Hermit interpolation versus pseudospectral meshless radial point interpolation. (English) Zbl 07336559

Summary: This paper develops pseudospectral meshless radial point Hermit interpolation (PSMRPHI) and pseudospectral meshless radial point interpolation (PSMRPI) in order to apply to the elliptic partial differential equations (PDEs) held on irregular domains subject to impedance (convective) boundary conditions. Elliptic PDEs in simplest form, i.e., Laplace equation or Poisson equation, play key role in almost all kinds of PDEs. On the other hand, impedance boundary conditions, from their application in electromagnetic problems, or convective boundary conditions, from their application in heat transfer problems, are nearly more complicated forms of the boundary conditions in boundary value problems (BVPs). Based on this problem, we aim also to compare PSMRPHI and PSMRPI which belong to more influence type of meshless methods. PSMRPI method is based on a combination of meshless methods and spectral collocation techniques. The point interpolation method with the help of radial basis functions is used to construct shape functions which act as basis functions in the frame of PSMRPI and PSMRPHI methods. While the latter one has been rarely used in applications, we observe that is more accurate and reliable than PSMRPI method.

MSC:

65N35 Spectral, collocation and related methods for boundary value problems involving PDEs
65D05 Numerical interpolation

Software:

Matlab
Full Text: DOI

References:

[1] Abbasbandy, S., Ghehsareh, H. R., Alhuthali, M. and Alsulami, H. [2014] “ Comparison of meshless local weak and strong forms based on particular solutions for a non-classical 2D diffusion model,” Eng. Anal. Bound. Elem.39, 121-128. · Zbl 1297.65118
[2] Abbasbandy, S., Ghehsareh, H. R. and Hashim, I. [2012] “ Numerical analysis of a mathematical model for capillary formation in tumor angiogenesis using a meshfree method based on the radial basis function,” Eng. Anal. Bound. Elem.36(12), 1811-1818. · Zbl 1352.92003
[3] Abbasbandy, S., Ghehsareh, H. R. and Hashim, I. [2013] “ A meshfree method for the solution of two-dimensional cubic nonlinear Schrödinger equation,” Eng. Anal. Bound. Elem.37(6), 885-898. · Zbl 1287.65083
[4] Abbasbandy, S. and Shirzadi, A. [2010] “ A meshless method for two-dimensional diffusion equation with an integral condition,” Eng. Anal. Bound. Elem.34(12), 1031-1037. · Zbl 1244.76068
[5] Abbasbandy, S. and Shirzadi, A. [2011] “ MLPG method for two-dimensional diffusion equation with Neumann’s and non-classical boundary conditions,” Appl. Numer. Math.61, 170-180. · Zbl 1206.65229
[6] Assari, P., Adibi, H. and Dehghan, M. [2014] “ A meshless discrete Galerkin (MDG) method for the numerical solution of integral equations with logarithmic kernels,” J. Comput. Appl. Math.267, 160-181. · Zbl 1293.65166
[7] Assari, P. and Dehghan, M. [2017] “ A meshless discrete collocation method for the numerical solution of singular-logarithmic boundary integral equations utilizing radial basis functions,” Appl. Math. Comput.315, 424-444. · Zbl 1426.65206
[8] Atluri, S. [2004] The Meshless Method (MLPG) for Domain and BIE Discretizations (Tech Science Press, Encino, CA). · Zbl 1105.65107
[9] Bai, F., Li, D., Wang, J. and Cheng, Y. [2012] “ An improved complex variable element-free Galerkin method for two-dimensional elasticity problems,” Chin. Phys. B21(2), 020204-1-020204-10.
[10] Barton, G. [1989] Elements of Green’s Functions and Propagation: Potentials, Diffusion, and Waves (Oxford University Press, New York). · Zbl 0682.35001
[11] Belytschko, T., Lu, Y. Y. and Gu, L. [1994] “ Element-free Galerkin methods,” Int. J. Numer. Methods Eng.37(2), 229-256. · Zbl 0796.73077
[12] Boddula, S. and Eldho, T. [2018] “ Groundwater management using a new coupled model of meshless local Petrov-Galerkin method and modified artificial bee colony algorithm,” Comput. Geosci.22(3), 657-675. · Zbl 1405.86010
[13] Bratsos, A. [2008] “ An improved numerical scheme for the sine-Gordon equation in \(2+1\) dimensions,” Int. J. Numer. Methods Eng.75, 787-799. · Zbl 1195.78075
[14] Clear, P. [1998] “ Modeling conned multi-material heat and mass flows using SPH,” Appl. Math. Model.22, 981-993.
[15] Dai, B. and Cheng, Y. [2010] “ An improved local boundary integral equation method for two-dimensional potential problems,” Int. J. Appl. Mech.2(2), 421-436.
[16] De, S. and Bathe, K. [2000] “ The method of finite spheres,” Comput. Mech.25, 329-345. · Zbl 0952.65091
[17] Dehghan, M. and Ghesmati, A. [2010] “ Numerical simulation of two-dimensional sine-Gordon solitons via a local weak meshless technique based on the radial point interpolation method (RPIM),” Comput. Phys. Commun.181, 772-786. · Zbl 1205.65267
[18] Fang, W., Wang, Y. and Xu, Y. [2004] “ An implementation of fast wavelet Galerkin methods for integral equations of the second kind,” J. Sci. Comput.20(2), 277-302. · Zbl 1047.65112
[19] Fasshauer, G. E. [2007] Meshfree Approximation Methods with MATLAB, Vol. 6 (World Scientific, Singapore). · Zbl 1123.65001
[20] Fatahi, H., Saberi-Nadjafi, J. and Shivanian, E. [2016] “ A new spectral meshless radial point interpolation (SMRPI) method for the two-dimensional fredholm integral equations on general domains with error analysis,” J. Comput. Appl. Math.294, 196-209. · Zbl 1327.65279
[21] Fili, A., Naji, A. and Duan, Y. [2010] “ Coupling three-field formulation and meshless mixed Galerkin methods using radial basis functions,” J. Comput. Appl. Math.234(8), 2456-2468. · Zbl 1194.65133
[22] Franke, C. and Schaback, R. [1997] “ Solving partial differential equations by collocation using radial basis functions,” Appl. Math. Comput.93, 73-82. · Zbl 0943.65133
[23] Gu, Y. and Liu, G. [2002] “ A boundary point interpolation method for stress analysis of solids,” Comput. Mech.28, 47-54. · Zbl 1115.74380
[24] Gu, Y. and Liu, G. [2003] “ A boundary radial point interpolation method (BRPIM) for 2D structural analyses,” Struct. Eng. Mech.15, 535-550.
[25] He, Z., Li, E., Liu, G., Li, G. and Cheng, A. [2016a] “ A mass-redistributed finite element method (MR-FEM) for acoustic problems using triangular mesh,” J. Comput. Phys.323, 149-170. · Zbl 1415.65257
[26] He, Z., Li, E., Wang, G., Li, G. and Xia, Z. [2016b] “ Development of an efficient algorithm to analyze the elastic wave in acoustic metamaterials,” Acta Mech.227(10), 3015-3030.
[27] He, Z., Li, G., Li, E., Zhong, Z. and Liu, G. [2014] “ Mid-frequency acoustic analysis using edge-based smoothed tetrahedron radial point interpolation methods,” Int. J. Comput. Methods11(5), 1350103. · Zbl 1359.76255
[28] He, Z., Li, G., Zhong, Z., Cheng, A., Zhang, G., Liu, G., Li, E. and Zhou, Z. [2013a] “ An edge-based smoothed tetrahedron finite element method (ES-T-FEM) for 3d static and dynamic problems,” Comput. Mech.52(1), 221-236. · Zbl 1308.74064
[29] He, Z., Li, G., Zhong, Z., Cheng, A., Zhang, G. and Li, E. [2013b] “ An improved modal analysis for three-dimensional problems using face-based smoothed finite element method,” Acta Mech. Solida Sin.26(2), 140-150.
[30] He, Z., Zhang, G., Deng, L., Li, E. and Liu, G. [2015] “ Topology optimization using node-based smoothed finite element method,” Int. J. Appl. Mech.7(6), 1550085.
[31] Helsing, J. and Karlsson, A. [2014] “ An explicit kernel-split panel-based Nyström scheme for integral equations on axially symmetric surfaces,” J. Comput. Phys.272, 686-703. · Zbl 1349.65709
[32] Hosseini, V. R., Shivanian, E. and Chen, W. [2015] “ Local integration of 2D fractional telegraph equation via local radial point interpolant approximation,” Eur. Phys. J. Plus130(2), 33.
[33] Hosseini, V. R., Shivanian, E. and Chen, W. [2016] “ Local radial point interpolation (MLRPI) method for solving time fractional diffusion-wave equation with damping,” J. Comput. Phys.312, 307-332. · Zbl 1352.65348
[34] Jakobsson, S., Andersson, B. and Edelvik, F. [2009] “ Rational radial basis function interpolation with applications to antenna design,” J. Comput. Appl. Math.233(4), 889-904. · Zbl 1178.65009
[35] Kamranian, M., Dehghan, M. and Tatari, M. [2016] “ Study of the two-dimensional sine-Gordon equation arising in Josephson junctions using meshless finite point method,” Int. J. Numer. Model. Electron. Netw. Devices Fields30(6), e2210.
[36] Kansa, E. [1990] “ Multiquadrics-A scattered data approximation scheme with applications to computational fluid-dynamics. I. Surface approximations and partial derivative estimates,” Comput. Math. Appl.19(8-9), 127-145. · Zbl 0692.76003
[37] Li, E., Chen, J., Zhang, Z., Fang, J., Liu, G. and Li, Q. [2016] “ Smoothed finite element method for analysis of multi-layered systems-applications in biomaterials,” Comput. Struct.168, 16-29.
[38] Li, E., He, Z. and Xu, X. [2013] “ An edge-based smoothed tetrahedron finite element method (ES-T-FEM) for thermomechanical problems,” Int. J. Heat Mass Transf.66, 723-732.
[39] Li, E., He, Z., Xu, X. and Liu, G. [2015] “ Hybrid smoothed finite element method for acoustic problems,” Comput. Methods Appl. Mech. Eng.283, 664-688. · Zbl 1423.74902
[40] Li, E., Zhang, Z., He, Z., Xu, X., Liu, G. and Li, Q. [2014] “ Smoothed finite element method with exact solutions in heat transfer problems,” Int. J. Heat Mass Transf.78, 1219-1231.
[41] Li, Y., Li, M. and Liu, G. [2018] “ A novel alpha smoothed finite element method for ultra-accurate solution using quadrilateral elements,” Int. J. Comput. Methods, 1845008. · Zbl 07124748
[42] Liu, G. [2018] “ A novel pick-out theory and technique for constructing the smoothed derivatives of functions for numerical methods,” Int. J. Comput. Methods15(3), 1850070. · Zbl 1404.74162
[43] Liu, G. and Gu, Y. [2001] “ A local radial point interpolation method (LR-PIM) for free vibration analyses of 2-D solids,” J. Sound Vib.246(1), 29-46.
[44] Liu, G. and Gu, Y. [2005] An Introduction to Meshfree Methods and Their Programing (Springer, Berlin).
[45] Liu, G., Yan, L., Wang, J. and Gu, Y. [2002] “ Point interpolation method based on local residual formulation using radial basis functions,” Struct. Eng. Mech.14, 713-732.
[46] Liu, Q., Gu, Y., Zhuang, P., Liu, F. and Nie, Y. [2011] “ An implicit RBF meshless approach for time fractional diffusion equations,” Comput. Mech.48(1), 1-12. · Zbl 1377.76025
[47] Liu, W., Jun, S. and Zhang, Y. [1995] “ Reproducing kernel particle methods,” Int. J. Numer. Methods Eng.20, 1081-1106. · Zbl 0881.76072
[48] Liu, Y., Hon, Y. and Liew, K. [2006] “ A meshfree Hermite-type radial point interpolation method for Kirchhoff plate problems,” Int. J. Numer. Methods Eng.66(7), 1153-1178. · Zbl 1110.74871
[49] Melenk, J. and Babuska, I. [1996] “ The partition of unity finite element method: Basic theory and applications,” Comput. Methods Appl. Mech. Eng.139, 289-314. · Zbl 0881.65099
[50] Mukherjee, Y. and Mukherjee, S. [1997] “ Boundary node method for potential problems,” Int. J. Numer. Methods Eng.40, 797-815. · Zbl 0885.65124
[51] Nayroles, B., Touzot, G. and Villon, P. [1992] “ Generalizing the finite element method: Diffuse approximation and diffuse elements,” Comput. Mech.10, 307-318. · Zbl 0764.65068
[52] Nittka, R. [2010] “Elliptic and parabolic problems with Robin boundary conditions on Lipschitz domains, PhD Thesis, Universität Ulm.
[53] Peng, M., Li, D. and Cheng, Y. [2011] “ The complex variable element-free Galerkin (CVEFG) method for elasto-plasticity problems,” Eng. Struct.33(1), 127-135.
[54] Powell, M. [1992] “ Theory of radial basis function approximation in 1990,” in Adv. Numer. Anal., ed. Light, F. W. (Clarendon Press, Oxford), pp. 303-322.
[55] Sharan, M., Kansa, E. and Gupta, S. [1997] “ Application of the multiquadric method for numerical solution of elliptic partial differential equations,” Appl. Math. Comput.84, 275-302. · Zbl 0883.65083
[56] Shivanian, E. [2013] “ Analysis of meshless local radial point interpolation (MLRPI) on a nonlinear partial integro-differential equation arising in population dynamics,” Eng. Anal. Bound. Elem.37(12), 1693-1702. · Zbl 1287.65091
[57] Shivanian, E. [2014] “ Analysis of meshless local and spectral meshless radial point interpolation (MLRPI and SMRPI) on 3-d nonlinear wave equations,” Ocean Eng.89, 173-188.
[58] Shivanian, E. [2015a] “ Meshless local Petrov-Galerkin (MLPG) method for three-dimensional nonlinear wave equations via moving least squares approximation,” Eng. Anal. Bound. Elem.50, 249-257. · Zbl 1403.65076
[59] Shivanian, E. [2015b] “ A new spectral meshless radial point interpolation (SMRPI) method: A well-behaved alternative to the meshless weak forms,” Eng. Anal. Bound. Elem.54, 1-12. · Zbl 1403.65097
[60] Shivanian, E. [2016a] “ Local integration of population dynamics via moving least squares approximation,” Eng. Comput.32, 331-342.
[61] Shivanian, E. [2016b] “ On the convergence analysis, stability, and implementation of meshless local radial point interpolation on a class of three-dimensional wave equations,” Int. J. Numer. Methods Eng.105(2), 83-110. · Zbl 1360.65250
[62] Shivanian, E. [2016c] “ Spectral meshless radial point interpolation (SMRPI) method to two-dimensional fractional telegraph equation,” Math. Methods Appl. Sci.39(7), 1820-1835. · Zbl 1339.65195
[63] Shivanian, E., Abbasbandy, S., Alhuthali, M. S. and Alsulami, H. H. [2015] “ Local integration of 2-d fractional telegraph equation via moving least squares approximation,” Eng. Anal. Bound. Elem.56, 98-105. · Zbl 1403.65077
[64] Shivanian, E. and Jafarabadi, A. [2016] “ More accurate results for nonlinear generalized Benjamin-Bona-Mahony-Burgers (GBBMB) problem through spectral meshless radial point interpolation (SMRPI),” Eng. Anal. Bound. Elem.72, 42-54. · Zbl 1403.65098
[65] Shivanian, E. and Jafarabadi, A. [2017a] “ Numerical solution of two-dimensional inverse force function in the wave equation with nonlocal boundary conditions,” Inverse Probl. Sci. Eng.25(12), 1743-1767. · Zbl 1398.65237
[66] Shivanian, E. and Jafarabadi, A. [2017b] “ Inverse Cauchy problem of annulus domains in the framework of spectral meshless radial point interpolation,” Eng. Comput.33(3), 431-442.
[67] Shivanian, E. and Jafarabadi, A. [2017c] “ An improved spectral meshless radial point interpolation for a class of time-dependent fractional integral equations: 2d fractional evolution equation,” J. Comput. Appl. Math.325, 18-33. · Zbl 1417.65180
[68] Shivanian, E. and Jafarabadi, A. [2018] “ Rayleigh-Stokes problem for a heated generalized second grade fluid with fractional derivatives: A stable scheme based on spectral meshless radial point interpolation,” Eng. Comput.34(1), 77-90.
[69] Shivanian, E. and Khodabandehlo, H. R. [2014] “ Meshless local radial point interpolation (MLRPI) on the telegraph equation with purely integral conditions,” Eur. Phys. J. Plus129(11), 241. · Zbl 1359.65219
[70] Shivanian, E. and Khodabandehlo, H. R. [2016] “ Application of meshless local radial point interpolation (MLRPI) on a one-dimensional inverse heat conduction problem,” Ain Shams Eng. J.7(3), 993-1000.
[71] Shivanian, E. and Khodayari, A. [2017] “ Meshless local radial point interpolation (MLRPI) for generalized telegraph and heat diffusion equation with non-local boundary conditions,” J. Theor. Appl. Mech.55, 571.
[72] Shivanian, E., Rahimi, A. and Hosseini, M. [2016] “ Meshless local radial point interpolation to three-dimensional wave equation with Neumann’s boundary conditions,” Int. J. Comput. Math.93(12), 2124-2140. · Zbl 1357.65133
[73] Thai, C. H. and Nguyen-Xuan, H. [2018] “ A moving Kriging interpolation meshfree method based on naturally stabilized nodal integration scheme for plate analysis,” Int. J. Comput. Methods, 1850100. · Zbl 07072987
[74] Trefethen, L. [2000] Spectral Methods in MATLAB (SIAM, Philadelphia, PA). · Zbl 0953.68643
[75] Wendland, H. [1998] “ Error estimates for interpolation by compactly supported radial basis functions of minimal degree,” J. Approx. Theory93, 258-396. · Zbl 0904.41013
[76] Yang, S., Yu, Y., Chen, Z. D. and Ponomarenko, S. [2014] “ A time-domain collocation meshless method with local radial basis functions for electromagnetic transient analysis,” IEEE Trans. Antennas Propag.62(10), 5334-5338. · Zbl 1371.78328
[77] Yu, Y. and Chen, Z. [2009] “ A 3-d radial point interpolation method for meshless time-domain modeling,” IEEE Trans. Microw. Theory Tech.57(8), 2015-2020.
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