Skip to main content

2014 | OriginalPaper | Buchkapitel

3. Different Formulations of the Kansa Method: Domain Discretization

verfasst von : Wen Chen, Zhuo-Jia Fu, C. S. Chen

Erschienen in: Recent Advances in Radial Basis Function Collocation Methods

Verlag: Springer Berlin Heidelberg

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In contrast to the traditional meshed-based methods such as finite difference, finite element, and boundary element methods, the RBF collocation methods are mathematically very simple to implement and are truly free of troublesome mesh generation for high-dimensional problems involving irregular or moving boundary. This chapter introduces the basic procedure of the Kansa method, the very first domain-type RBF collocation method. Following this, several improved formulations of the Kansa method are described, such as the Hermite collocation method, the modified Kansa method, the method of particular solutions, the method of approximate particular solutions, and the localized RBF methods. Numerical demonstrations show the convergence rate and stability of these domain-type RBF collocation methods for several benchmark examples.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat E.J. Kansa, Multiquadrics–A scattered data approximation scheme with applications to computational fluid-dynamics–II solutions to parabolic, hyperbolic and elliptic partial differential equations. Comput. Math. Appl. 19(8–9), 147–161 (1990)MathSciNetCrossRefMATH E.J. Kansa, Multiquadrics–A scattered data approximation scheme with applications to computational fluid-dynamics–II solutions to parabolic, hyperbolic and elliptic partial differential equations. Comput. Math. Appl. 19(8–9), 147–161 (1990)MathSciNetCrossRefMATH
2.
Zurück zum Zitat E.J. Kansa, 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 (1990)MathSciNetCrossRefMATH E.J. Kansa, 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 (1990)MathSciNetCrossRefMATH
3.
Zurück zum Zitat G.E. Fasshauer, Solving partial differential equations by collocation with radial basis functions. In: Surface Fitting and Multiresolution Methods, ed. by A. Mehaute, C. Rabut, L.L. Schumaker (Vanderbilt University Press, Nashville, 1997), pp. 131–138 G.E. Fasshauer, Solving partial differential equations by collocation with radial basis functions. In: Surface Fitting and Multiresolution Methods, ed. by A. Mehaute, C. Rabut, L.L. Schumaker (Vanderbilt University Press, Nashville, 1997), pp. 131–138
4.
Zurück zum Zitat A.L. Fedoseyev, M.J. Friedman, E.J. Kansa, Improved multiquadric method for elliptic partial differential equations via PDE collocation on the boundary. Comput. Math. Appl. 43(3–5), 439–455 (2002)MathSciNetCrossRefMATH A.L. Fedoseyev, M.J. Friedman, E.J. Kansa, Improved multiquadric method for elliptic partial differential equations via PDE collocation on the boundary. Comput. Math. Appl. 43(3–5), 439–455 (2002)MathSciNetCrossRefMATH
5.
Zurück zum Zitat C.S. Chen, Y.C. Hon, R.S. Schaback, Radial basis functions with scientific computation. Department of Mathematics, University of Southern Mississippi, Mississippi (2007) C.S. Chen, Y.C. Hon, R.S. Schaback, Radial basis functions with scientific computation. Department of Mathematics, University of Southern Mississippi, Mississippi (2007)
6.
Zurück zum Zitat C.S. Chen, A. Karageorghis, Y.S. Smyrlis, The Method of Fundamental Solutions – A Meshless Method (Dynamic Publishers, 2008) C.S. Chen, A. Karageorghis, Y.S. Smyrlis, The Method of Fundamental Solutions – A Meshless Method (Dynamic Publishers, 2008)
7.
Zurück zum Zitat C.S. Chen, C.M. Fan, P.H. Wen The method of particular solutions for solving certain partial differential equations. Numerical Methods for Partial Differential Equations, 28, 506–522 (2012) C.S. Chen, C.M. Fan, P.H. Wen The method of particular solutions for solving certain partial differential equations. Numerical Methods for Partial Differential Equations, 28, 506–522 (2012)
8.
Zurück zum Zitat S. Chantasiriwan, Investigation of the use of radial basis functions in local collocation method for solving diffusion problems. Int. Commun. Heat Mass Transfer 31(8), 1095–1104 (2004)CrossRef S. Chantasiriwan, Investigation of the use of radial basis functions in local collocation method for solving diffusion problems. Int. Commun. Heat Mass Transfer 31(8), 1095–1104 (2004)CrossRef
9.
Zurück zum Zitat B. Sarler, R. Vertnik, Meshfree explicit local radial basis function collocation method for diffusion problems. Comput. Math. Appl. 51(8), 1269–1282 (2006)MathSciNetCrossRefMATH B. Sarler, R. Vertnik, Meshfree explicit local radial basis function collocation method for diffusion problems. Comput. Math. Appl. 51(8), 1269–1282 (2006)MathSciNetCrossRefMATH
10.
Zurück zum Zitat R. Vertnik, B. Sarler, Meshless local radial basis function collocation method for convective-diffusive solid-liquid phase change problems. Int. J. Numer. Meth. Heat Fluid Flow 16(5), 617–640 (2006)MathSciNetCrossRefMATH R. Vertnik, B. Sarler, Meshless local radial basis function collocation method for convective-diffusive solid-liquid phase change problems. Int. J. Numer. Meth. Heat Fluid Flow 16(5), 617–640 (2006)MathSciNetCrossRefMATH
11.
Zurück zum Zitat E. Divo, A.J. Kassab, An efficient localized radial basis function Meshless method for fluid flow and conjugate heat transfer. J. Heat Transf. Trans. ASME 129(2), 124–136 (2007)CrossRef E. Divo, A.J. Kassab, An efficient localized radial basis function Meshless method for fluid flow and conjugate heat transfer. J. Heat Transf. Trans. ASME 129(2), 124–136 (2007)CrossRef
12.
Zurück zum Zitat B. Sarler, From global to local radial basis function collocation method for transport phenomena. Adv. Meshfree Techniq. 5, 257–282 (2007)MathSciNetCrossRef B. Sarler, From global to local radial basis function collocation method for transport phenomena. Adv. Meshfree Techniq. 5, 257–282 (2007)MathSciNetCrossRef
13.
Zurück zum Zitat G. Kosec, B. Sarler, Local RBF collocation method for Darcy flow. CMES Comput. Model. Eng. Sci. 25(3), 197–207 (2008) G. Kosec, B. Sarler, Local RBF collocation method for Darcy flow. CMES Comput. Model. Eng. Sci. 25(3), 197–207 (2008)
14.
Zurück zum Zitat Y. Sanyasiraju, G. Chandhini, Local radial basis function based gridfree scheme for unsteady incompressible viscous flows. J. Comput. Phys. 227(20), 8922–8948 (2008)MathSciNetCrossRefMATH Y. Sanyasiraju, G. Chandhini, Local radial basis function based gridfree scheme for unsteady incompressible viscous flows. J. Comput. Phys. 227(20), 8922–8948 (2008)MathSciNetCrossRefMATH
15.
Zurück zum Zitat C.K. Lee, X. Liu, S.C. Fan, Local multiquadric approximation for solving boundary value problems. Comput. Mech. 30, 396–409 (2003)MathSciNetCrossRefMATH C.K. Lee, X. Liu, S.C. Fan, Local multiquadric approximation for solving boundary value problems. Comput. Mech. 30, 396–409 (2003)MathSciNetCrossRefMATH
16.
Zurück zum Zitat G.M. Yao, Local radial basis function methods for solving partial differential equations. Ph.D. Dissertation, University of Southern Mississippi (2010) G.M. Yao, Local radial basis function methods for solving partial differential equations. Ph.D. Dissertation, University of Southern Mississippi (2010)
17.
Zurück zum Zitat G.M. Yao, J. Kolibal, C.S. Chen, A localized approach for the method of approximate particular solutions. Comput. Math. Appl. 61, 2376–2387 (2011)MathSciNetCrossRefMATH G.M. Yao, J. Kolibal, C.S. Chen, A localized approach for the method of approximate particular solutions. Comput. Math. Appl. 61, 2376–2387 (2011)MathSciNetCrossRefMATH
18.
Zurück zum Zitat G.R. Liu, Y.T. Gu, A local radial point interpolation method (LRPIM) for free vibration analyses of 2-D solids. J. Sound Vib. 246(1), 29–46 (2001)CrossRef G.R. Liu, Y.T. Gu, A local radial point interpolation method (LRPIM) for free vibration analyses of 2-D solids. J. Sound Vib. 246(1), 29–46 (2001)CrossRef
19.
Zurück zum Zitat J. Wertz, E.J. Kansa, L. Ling, The role of the multiquadric shape parameters in solving elliptic partial differential equations. Comput. Math. Appl. 51(8), 1335–1348 (2006)MathSciNetCrossRefMATH J. Wertz, E.J. Kansa, L. Ling, The role of the multiquadric shape parameters in solving elliptic partial differential equations. Comput. Math. Appl. 51(8), 1335–1348 (2006)MathSciNetCrossRefMATH
20.
Zurück zum Zitat W. Chen, L.J. Ye, H.G. Sun, Fractional diffusion equations by the Kansa method. Comput. Math. Appl. 59(5), 1614–1620 (2010)MathSciNetCrossRefMATH W. Chen, L.J. Ye, H.G. Sun, Fractional diffusion equations by the Kansa method. Comput. Math. Appl. 59(5), 1614–1620 (2010)MathSciNetCrossRefMATH
21.
Zurück zum Zitat M. Kindelan, F. Bernal, P. Gonzalez-Rodriguez, M. Moscoso, Application of the RBF Meshless method to the solution of the radiative transport equation. J. Comput. Phys. 229(5), 1897–1908 (2010)MathSciNetCrossRefMATH M. Kindelan, F. Bernal, P. Gonzalez-Rodriguez, M. Moscoso, Application of the RBF Meshless method to the solution of the radiative transport equation. J. Comput. Phys. 229(5), 1897–1908 (2010)MathSciNetCrossRefMATH
22.
Zurück zum Zitat E.J. Kansa, R.C. Aldredge, L. Ling, Numerical simulation of two-dimensional combustion using mesh-free methods. Eng. Anal. Boundary Elem. 33(7), 940–950 (2009)MathSciNetCrossRefMATH E.J. Kansa, R.C. Aldredge, L. Ling, Numerical simulation of two-dimensional combustion using mesh-free methods. Eng. Anal. Boundary Elem. 33(7), 940–950 (2009)MathSciNetCrossRefMATH
23.
Zurück zum Zitat Y. Zhang, K.R. Shao, Y.G. Guo, J.G. Zhu, D.X. Xie, J.D. Lavers, An improved multiquadric collocation method for 3-D electromagnetic problems. IEEE Trans. Magn. 43(4), 1509–1512 (2007)CrossRef Y. Zhang, K.R. Shao, Y.G. Guo, J.G. Zhu, D.X. Xie, J.D. Lavers, An improved multiquadric collocation method for 3-D electromagnetic problems. IEEE Trans. Magn. 43(4), 1509–1512 (2007)CrossRef
24.
Zurück zum Zitat Y. Duan, P.F. Tang, T.Z. Huang, S.J. Lai, Coupling projection domain decomposition method and Kansa’s method in electrostatic problems. Comput. Phys. Commun. 180(2), 209–214 (2009)CrossRefMATH Y. Duan, P.F. Tang, T.Z. Huang, S.J. Lai, Coupling projection domain decomposition method and Kansa’s method in electrostatic problems. Comput. Phys. Commun. 180(2), 209–214 (2009)CrossRefMATH
25.
Zurück zum Zitat S. Chantasiriwan, Multiquadric collocation method for time-dependent heat conduction problems with temperature-dependent thermal properties. J. Heat Transf. Trans. ASME 129(2), 109–113 (2007)CrossRef S. Chantasiriwan, Multiquadric collocation method for time-dependent heat conduction problems with temperature-dependent thermal properties. J. Heat Transf. Trans. ASME 129(2), 109–113 (2007)CrossRef
26.
Zurück zum Zitat X. Zhou, Y.C. Hon, K.F. Cheung, A grid-free, nonlinear shallow-water model with moving boundary. Eng. Anal. Boundary Elem. 28(8), 967–973 (2004)CrossRefMATH X. Zhou, Y.C. Hon, K.F. Cheung, A grid-free, nonlinear shallow-water model with moving boundary. Eng. Anal. Boundary Elem. 28(8), 967–973 (2004)CrossRefMATH
27.
Zurück zum Zitat A.J.M. Ferreira, C.M.C. Roque, P. Martins, Radial basis functions and higher-order shear deformation theories in the analysis of laminated composite beams and plates. Compos. Struct. 66(1–4), 287–293 (2004)CrossRef A.J.M. Ferreira, C.M.C. Roque, P. Martins, Radial basis functions and higher-order shear deformation theories in the analysis of laminated composite beams and plates. Compos. Struct. 66(1–4), 287–293 (2004)CrossRef
28.
Zurück zum Zitat A.J.M. Ferreira, C.M.C. Roque, R.M.N. Jorge, Static and free vibration analysis of composite shells by radial basis functions. Eng. Anal. Boundary Elem. 30(9), 719–733 (2006)CrossRefMATH A.J.M. Ferreira, C.M.C. Roque, R.M.N. Jorge, Static and free vibration analysis of composite shells by radial basis functions. Eng. Anal. Boundary Elem. 30(9), 719–733 (2006)CrossRefMATH
29.
Zurück zum Zitat C.M.C. Roque, A.J.M. Ferreira, R.M.N. Jorge, A radial basis function approach for the free vibration analysis of functionally graded plates using a refined theory. J. Sound Vib. 300(3–5), 1048–1070 (2007)CrossRef C.M.C. Roque, A.J.M. Ferreira, R.M.N. Jorge, A radial basis function approach for the free vibration analysis of functionally graded plates using a refined theory. J. Sound Vib. 300(3–5), 1048–1070 (2007)CrossRef
30.
Zurück zum Zitat P.H. Wen, Y.C. Hon, Geometrically nonlinear analysis of Reissner-Mindlin plate by Meshless computation. CMES Comput. Model. Eng. Sci. 21, 177–191 (2007)MathSciNetMATH P.H. Wen, Y.C. Hon, Geometrically nonlinear analysis of Reissner-Mindlin plate by Meshless computation. CMES Comput. Model. Eng. Sci. 21, 177–191 (2007)MathSciNetMATH
31.
Zurück zum Zitat H.J. Al-Gahtani, M. Naffa’a, RBF meshless method for large deflection of thin plates with immovable edges. Eng. Anal. Boundary Elem. 33(2), 176–183 (2009)MathSciNetCrossRefMATH H.J. Al-Gahtani, M. Naffa’a, RBF meshless method for large deflection of thin plates with immovable edges. Eng. Anal. Boundary Elem. 33(2), 176–183 (2009)MathSciNetCrossRefMATH
32.
Zurück zum Zitat S. Xiang, K.M. Wang, Free vibration analysis of symmetric laminated composite plates by trigonometric shear deformation theory and inverse multiquadric RBF. Thin Walled Struct. 47(3), 304–310 (2009)MathSciNetCrossRef S. Xiang, K.M. Wang, Free vibration analysis of symmetric laminated composite plates by trigonometric shear deformation theory and inverse multiquadric RBF. Thin Walled Struct. 47(3), 304–310 (2009)MathSciNetCrossRef
33.
Zurück zum Zitat S. Chantasiriwan, Performance of multiquadric collocation method in solving lid-driven cavity flow problem with low Reynolds number. CMES Comput. Model. Eng. Sci. 15(3), 137–146 (2006) S. Chantasiriwan, Performance of multiquadric collocation method in solving lid-driven cavity flow problem with low Reynolds number. CMES Comput. Model. Eng. Sci. 15(3), 137–146 (2006)
34.
Zurück zum Zitat I. Kovacevic, A. Poredos, B. Sarler, Solving the Stefan problem with the radial basis function collocation mehod. Nume. Heat Transf. Part B Fundament. 44(6), 575–599 (2003)CrossRef I. Kovacevic, A. Poredos, B. Sarler, Solving the Stefan problem with the radial basis function collocation mehod. Nume. Heat Transf. Part B Fundament. 44(6), 575–599 (2003)CrossRef
35.
Zurück zum Zitat L. Vrankar, E.J. Kansa, L. Ling, F. Runovc, G. Turk, Moving-boundary problems solved by adaptive radial basis functions. Comput. Fluids 39(9), 1480–1490 (2010)MathSciNetCrossRefMATH L. Vrankar, E.J. Kansa, L. Ling, F. Runovc, G. Turk, Moving-boundary problems solved by adaptive radial basis functions. Comput. Fluids 39(9), 1480–1490 (2010)MathSciNetCrossRefMATH
36.
Zurück zum Zitat Y. Liu, K.M. Liew, Y.C. Hon, X. Zhang, Numerical simulation and analysis of an electroactuated beam using a radial basis function. Smart Mater. Struct. 14(6), 1163–1171 (2005)CrossRef Y. Liu, K.M. Liew, Y.C. Hon, X. Zhang, Numerical simulation and analysis of an electroactuated beam using a radial basis function. Smart Mater. Struct. 14(6), 1163–1171 (2005)CrossRef
37.
Zurück zum Zitat J. Li, Y. Chen, D. Pepper, Radial basis function method for 1-D and 2-D groundwater contaminant transport modeling. Comput. Mech. 32(1–2), 10–15 (2003)CrossRefMATH J. Li, Y. Chen, D. Pepper, Radial basis function method for 1-D and 2-D groundwater contaminant transport modeling. Comput. Mech. 32(1–2), 10–15 (2003)CrossRefMATH
38.
Zurück zum Zitat J.C. Li, C.S. Chen, Some observations on unsymmetric radial basis function collocation methods for convection-diffusion problems. Int. J. Numer. Meth. Eng. 57(8), 1085–1094 (2003)CrossRefMATH J.C. Li, C.S. Chen, Some observations on unsymmetric radial basis function collocation methods for convection-diffusion problems. Int. J. Numer. Meth. Eng. 57(8), 1085–1094 (2003)CrossRefMATH
39.
Zurück zum Zitat B. Sarler, J. Perko, C.S. Chen, Radial basis function collocation method solution of natural convection in porous media. Int. J. Numer. Meth. Heat Fluid Flow 14(2), 187–212 (2004)CrossRefMATH B. Sarler, J. Perko, C.S. Chen, Radial basis function collocation method solution of natural convection in porous media. Int. J. Numer. Meth. Heat Fluid Flow 14(2), 187–212 (2004)CrossRefMATH
40.
Zurück zum Zitat P.P. Chinchapatnam, K. Djidjeli, P.B. Nair, Unsymmetric and symmetric meshless schemes for the unsteady convection-diffusion equation. Comput. Methods Appl. Mech. Eng. 195(19–22), 2432–2453 (2006)MathSciNetCrossRefMATH P.P. Chinchapatnam, K. Djidjeli, P.B. Nair, Unsymmetric and symmetric meshless schemes for the unsteady convection-diffusion equation. Comput. Methods Appl. Mech. Eng. 195(19–22), 2432–2453 (2006)MathSciNetCrossRefMATH
41.
Zurück zum Zitat Y.C. Hon, R. Schaback, On unsymmetric collocation by radial basis functions. Appl. Math. Comput. 119(2–3), 177–186 (2001)MathSciNetCrossRefMATH Y.C. Hon, R. Schaback, On unsymmetric collocation by radial basis functions. Appl. Math. Comput. 119(2–3), 177–186 (2001)MathSciNetCrossRefMATH
42.
43.
Zurück zum Zitat A. LaRocca, A.H. Rosales, H. Power, Symmetric radial basis function meshless approach for time dependent PDEs. Boundary Elements Xxvi(19), 81–90 (2004) A. LaRocca, A.H. Rosales, H. Power, Symmetric radial basis function meshless approach for time dependent PDEs. Boundary Elements Xxvi(19), 81–90 (2004)
44.
Zurück zum Zitat A. La Rocca, H. Power, V. La Rocca, M. Morale, A meshless approach based upon radial basis function hermite collocation method for predicting the cooling and the freezing times of foods. CMC Comput. Mater. Continua 2(4), 239–250 (2005) A. La Rocca, H. Power, V. La Rocca, M. Morale, A meshless approach based upon radial basis function hermite collocation method for predicting the cooling and the freezing times of foods. CMC Comput. Mater. Continua 2(4), 239–250 (2005)
45.
Zurück zum Zitat A. La Rocca, A.H. Rosales, H. Power, Radial basis function Hermite collocation approach for the solution of time dependent convection-diffusion problems. Eng. Anal. Boundary Elem. 29(4), 359–370 (2005)CrossRefMATH A. La Rocca, A.H. Rosales, H. Power, Radial basis function Hermite collocation approach for the solution of time dependent convection-diffusion problems. Eng. Anal. Boundary Elem. 29(4), 359–370 (2005)CrossRefMATH
46.
Zurück zum Zitat A.H. Rosales, A. La Rocca, H. Power, Radial basis function Hermite collocation approach for the numerical simulation of the effect of precipitation inhibitor on the crystallization process of an over-saturated solution. Numer. Methods Partial Differ. Eq. 22(2), 361–380 (2006)CrossRefMATH A.H. Rosales, A. La Rocca, H. Power, Radial basis function Hermite collocation approach for the numerical simulation of the effect of precipitation inhibitor on the crystallization process of an over-saturated solution. Numer. Methods Partial Differ. Eq. 22(2), 361–380 (2006)CrossRefMATH
47.
Zurück zum Zitat M. Naffa, H.J. Al-Gahtani, RBF-based meshless method for large deflection of thin plates. Eng. Anal. Boundary Elem. 31(4), 311–317 (2007)CrossRefMATH M. Naffa, H.J. Al-Gahtani, RBF-based meshless method for large deflection of thin plates. Eng. Anal. Boundary Elem. 31(4), 311–317 (2007)CrossRefMATH
48.
Zurück zum Zitat E. Larsson, B. Fornberg, A numerical study of some radial basis function based solution methods for elliptic PDEs. Comput. Math. Appl. 46(5–6), 891–902 (2003)MathSciNetCrossRefMATH E. Larsson, B. Fornberg, A numerical study of some radial basis function based solution methods for elliptic PDEs. Comput. Math. Appl. 46(5–6), 891–902 (2003)MathSciNetCrossRefMATH
49.
Zurück zum Zitat X. Zhang, K.Z. Song, M.W. Lu, X. Liu, Meshless methods based on collocation with radial basis functions. Comput. Mech. 26, 333–343 (2000)CrossRefMATH X. Zhang, K.Z. Song, M.W. Lu, X. Liu, Meshless methods based on collocation with radial basis functions. Comput. Mech. 26, 333–343 (2000)CrossRefMATH
50.
Zurück zum Zitat W. Chen, New RBF collocation schemes and kernel RBFs with applications. Lect. Notes Comput. Sci. Eng. 26, 75–86 (2002)CrossRef W. Chen, New RBF collocation schemes and kernel RBFs with applications. Lect. Notes Comput. Sci. Eng. 26, 75–86 (2002)CrossRef
51.
Zurück zum Zitat K.E. Atkinson, The numerical evaluation of particular solutions for Poisson’s equation. IMA J. Numer. Anal. 5, 319–338 (1985)MathSciNetCrossRefMATH K.E. Atkinson, The numerical evaluation of particular solutions for Poisson’s equation. IMA J. Numer. Anal. 5, 319–338 (1985)MathSciNetCrossRefMATH
52.
Zurück zum Zitat M.A. Golberg, A.S. Muleshkov, C.S. Chen, A.H.D. Cheng, Polynomial particular solutions for certain partial differential operators. Numer. Methods Partial Differ. Eq. 19(1), 112–133 (2003)MathSciNetCrossRefMATH M.A. Golberg, A.S. Muleshkov, C.S. Chen, A.H.D. Cheng, Polynomial particular solutions for certain partial differential operators. Numer. Methods Partial Differ. Eq. 19(1), 112–133 (2003)MathSciNetCrossRefMATH
53.
Zurück zum Zitat C.S. Chen, M.A. Golberg, The method of fundamental solutions for potential, Helmholtz and diffusion problems, in Boundary Integral Method-Numerical and Mathematical Aspects, ed. by M.A. Golberg (Computational Mechanics Publications, Southampton, 1998), pp. 103–176 C.S. Chen, M.A. Golberg, The method of fundamental solutions for potential, Helmholtz and diffusion problems, in Boundary Integral Method-Numerical and Mathematical Aspects, ed. by M.A. Golberg (Computational Mechanics Publications, Southampton, 1998), pp. 103–176
54.
Zurück zum Zitat G. Yao, C.H. Tsai, W. Chen, The comparison of three meshless methods using radial basis functions for solving fourth-order partial differential equations. Eng. Anal. Boundary Elem. 34(7), 625–631 (2010)MathSciNetCrossRefMATH G. Yao, C.H. Tsai, W. Chen, The comparison of three meshless methods using radial basis functions for solving fourth-order partial differential equations. Eng. Anal. Boundary Elem. 34(7), 625–631 (2010)MathSciNetCrossRefMATH
55.
Zurück zum Zitat M. Li, W. Chen, C.H. Tsai, A regularization method for the approximate particular solution of nonhomogeneous Cauchy problems of elliptic partial differential equations with variable coefficients. Eng. Anal. Boundary Elem. 36(3), 274–280 (2012)MathSciNetCrossRefMATH M. Li, W. Chen, C.H. Tsai, A regularization method for the approximate particular solution of nonhomogeneous Cauchy problems of elliptic partial differential equations with variable coefficients. Eng. Anal. Boundary Elem. 36(3), 274–280 (2012)MathSciNetCrossRefMATH
56.
Zurück zum Zitat P. Hansen, Regularization tools: a matlab package for analysis and solution of discrete ill-posed problems. Numer. Algor. 6(1), 1–35 (1994)CrossRefMATH P. Hansen, Regularization tools: a matlab package for analysis and solution of discrete ill-posed problems. Numer. Algor. 6(1), 1–35 (1994)CrossRefMATH
57.
Zurück zum Zitat P.A. Ramachandran, Method of fundamental solutions: singular value decomposition analysis. Commun. Numer. Methods Eng. 18(11), 789–801 (2002)CrossRefMATH P.A. Ramachandran, Method of fundamental solutions: singular value decomposition analysis. Commun. Numer. Methods Eng. 18(11), 789–801 (2002)CrossRefMATH
58.
Zurück zum Zitat T. Wei, Y.C. Hon, L.V. Ling, Method of fundamental solutions with regularization techniques for Cauchy problems of elliptic operators. Eng. Anal. Boundary Elem. 31(4), 373–385 (2007)CrossRefMATH T. Wei, Y.C. Hon, L.V. Ling, Method of fundamental solutions with regularization techniques for Cauchy problems of elliptic operators. Eng. Anal. Boundary Elem. 31(4), 373–385 (2007)CrossRefMATH
59.
Zurück zum Zitat A. Emdadi, E.J. Kansa, N.A. Libre, M. Rahimian, M. Shekarchi, Stable PDE solution methods for large multiquadric shape parameters. CMES Comput. Model. Eng. Sci. 25(1), 23–41 (2008)MathSciNetMATH A. Emdadi, E.J. Kansa, N.A. Libre, M. Rahimian, M. Shekarchi, Stable PDE solution methods for large multiquadric shape parameters. CMES Comput. Model. Eng. Sci. 25(1), 23–41 (2008)MathSciNetMATH
60.
Zurück zum Zitat G.E. Fasshauer, Solving differential equations with radial basis functions: multilevel methods and smoothing. Adv. Comput. Math. 11, 139–159 (1999)MathSciNetCrossRefMATH G.E. Fasshauer, Solving differential equations with radial basis functions: multilevel methods and smoothing. Adv. Comput. Math. 11, 139–159 (1999)MathSciNetCrossRefMATH
61.
Zurück zum Zitat Y.C. Hon, R.S. Schaback, X. Zhou, An adaptive greedy algorithm for solving large RBF collocation problems. Numer. Algor. 32(1), 13–25 (2003)MathSciNetCrossRefMATH Y.C. Hon, R.S. Schaback, X. Zhou, An adaptive greedy algorithm for solving large RBF collocation problems. Numer. Algor. 32(1), 13–25 (2003)MathSciNetCrossRefMATH
62.
Zurück zum Zitat R.S. Schaback, L. Ling, Stable and convergent unsymmetric meshless collocation methods. SIAM J. Numer. Anal. 46, 1097–1115 (2008)MathSciNetCrossRefMATH R.S. Schaback, L. Ling, Stable and convergent unsymmetric meshless collocation methods. SIAM J. Numer. Anal. 46, 1097–1115 (2008)MathSciNetCrossRefMATH
63.
Zurück zum Zitat C.S. Huang, C.F. Lee, A.H.D. Cheng, Error estimate, optimal shape factor, and high precision computation of multiquadric collocation method. Eng. Anal. Boundary Elem. 31(7), 614–623 (2007)CrossRefMATH C.S. Huang, C.F. Lee, A.H.D. Cheng, Error estimate, optimal shape factor, and high precision computation of multiquadric collocation method. Eng. Anal. Boundary Elem. 31(7), 614–623 (2007)CrossRefMATH
64.
Zurück zum Zitat D. Brown, L. Ling, E. Kansa, J. Levesley, On approximate cardinal preconditioning methods for solving PDEs with radial basis functions. Eng. Anal. Boundary Elem. 29(4), 343–353 (2005)CrossRefMATH D. Brown, L. Ling, E. Kansa, J. Levesley, On approximate cardinal preconditioning methods for solving PDEs with radial basis functions. Eng. Anal. Boundary Elem. 29(4), 343–353 (2005)CrossRefMATH
65.
Zurück zum Zitat L.V. Ling, E.J. Kansa, A least-squares preconditioner for radial basis functions collocation methods. Adv. Comput. Math. 23(1–2), 31–54 (2005)MathSciNetCrossRefMATH L.V. Ling, E.J. Kansa, A least-squares preconditioner for radial basis functions collocation methods. Adv. Comput. Math. 23(1–2), 31–54 (2005)MathSciNetCrossRefMATH
66.
Zurück zum Zitat Y.J. Liu, N. Nishimura, Z.H. Yao, A fast multipole accelerated method of fundamental solutions for potential problems. Eng. Anal. Boundary Elem. 29(11), 1016–1024 (2005)CrossRefMATH Y.J. Liu, N. Nishimura, Z.H. Yao, A fast multipole accelerated method of fundamental solutions for potential problems. Eng. Anal. Boundary Elem. 29(11), 1016–1024 (2005)CrossRefMATH
67.
Zurück zum Zitat J.C. Carr, R.K. Beatson, J.B. Cherrie, T.J. Mitchell, W.R. Fright, B.C. McCallum, T.R. Evans, Reconstruction and representation of 3D objects with radial basis functions. SIGGRAPH '01 Proceedings of 28th annual conference on computer graphics and interactive techniques, ACM New York, 67–76 (2001) J.C. Carr, R.K. Beatson, J.B. Cherrie, T.J. Mitchell, W.R. Fright, B.C. McCallum, T.R. Evans, Reconstruction and representation of 3D objects with radial basis functions. SIGGRAPH '01 Proceedings of 28th annual conference on computer graphics and interactive techniques, ACM New York, 67–76 (2001)
68.
Zurück zum Zitat M. Bebendorf, Hierarchical Matrices: A Means to Efficiently Solve Elliptic Boundary Value Problems (Springer, Berlin, 2008) M. Bebendorf, Hierarchical Matrices: A Means to Efficiently Solve Elliptic Boundary Value Problems (Springer, Berlin, 2008)
69.
Zurück zum Zitat J.C. Li, Y.C. Hon, Domain decomposition for radial basis meshless methods. Numer. Methods Partial Differ. Eq. 20(3), 450–462 (2004)MathSciNetCrossRefMATH J.C. Li, Y.C. Hon, Domain decomposition for radial basis meshless methods. Numer. Methods Partial Differ. Eq. 20(3), 450–462 (2004)MathSciNetCrossRefMATH
70.
Zurück zum Zitat E. Divo, A. Kassab, Iterative domain decomposition meshless method modeling of incompressible viscous flows and conjugate heat transfer. Eng. Anal. Boundary Elem. 30(6), 465–478 (2006)CrossRefMATH E. Divo, A. Kassab, Iterative domain decomposition meshless method modeling of incompressible viscous flows and conjugate heat transfer. Eng. Anal. Boundary Elem. 30(6), 465–478 (2006)CrossRefMATH
71.
Zurück zum Zitat H. Adibi, J. Es’haghi, Numerical solution for biharmonic equation using multilevel radial basis functions and domain decomposition methods. Appl. Math. Comput. 186(1), 246–255 (2007)MathSciNetCrossRefMATH H. Adibi, J. Es’haghi, Numerical solution for biharmonic equation using multilevel radial basis functions and domain decomposition methods. Appl. Math. Comput. 186(1), 246–255 (2007)MathSciNetCrossRefMATH
72.
Zurück zum Zitat P.P. Chinchapatnam, K. Djidjeli, P.B. Nair, Domain decomposition for time-dependent problems using radial based meshless methods. Numer. Methods Partial Differ. Eq. 23(1), 38–59 (2007)MathSciNetCrossRefMATH P.P. Chinchapatnam, K. Djidjeli, P.B. Nair, Domain decomposition for time-dependent problems using radial based meshless methods. Numer. Methods Partial Differ. Eq. 23(1), 38–59 (2007)MathSciNetCrossRefMATH
73.
Zurück zum Zitat G. Gutierrez, W. Florez, Comparison between global, classical domain decomposition and local, single and double collocation methods based on RBF interpolation for solving convection-diffusion equation. Int. J. Mod. Phys. C 19(11), 1737–1751 (2008)CrossRefMATH G. Gutierrez, W. Florez, Comparison between global, classical domain decomposition and local, single and double collocation methods based on RBF interpolation for solving convection-diffusion equation. Int. J. Mod. Phys. C 19(11), 1737–1751 (2008)CrossRefMATH
74.
Zurück zum Zitat P. Gonzalez-Casanova, J.A. Munoz-Gomez, G. Rodriguez-Gomez, Node adaptive domain decomposition method by radial basis functions. Numer. Methods Partial Differ. Eq. 25(6), 1482–1501 (2009)MathSciNetCrossRefMATH P. Gonzalez-Casanova, J.A. Munoz-Gomez, G. Rodriguez-Gomez, Node adaptive domain decomposition method by radial basis functions. Numer. Methods Partial Differ. Eq. 25(6), 1482–1501 (2009)MathSciNetCrossRefMATH
75.
Zurück zum Zitat J.R. Phillips, J. White, A precorrected-FFT method for electrostatic analysis of complicated 3-D structures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 16(10), 1059–1072 (1997)CrossRef J.R. Phillips, J. White, A precorrected-FFT method for electrostatic analysis of complicated 3-D structures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 16(10), 1059–1072 (1997)CrossRef
76.
78.
Zurück zum Zitat S.M. Omohundro, Efficient algorithms with neural network behaviour. J. Complex Syst. 1, 273–347 (1987)MathSciNetMATH S.M. Omohundro, Efficient algorithms with neural network behaviour. J. Complex Syst. 1, 273–347 (1987)MathSciNetMATH
79.
Zurück zum Zitat G.M. Yao, Z.Y. Yu, A localized meshless approach for modeling spatial-temporal calcium dynamics in ventricular myocytes. Int. J. Numer. Meth. Biomed. Eng. 28(2), 187–204 (2011) G.M. Yao, Z.Y. Yu, A localized meshless approach for modeling spatial-temporal calcium dynamics in ventricular myocytes. Int. J. Numer. Meth. Biomed. Eng. 28(2), 187–204 (2011)
80.
Zurück zum Zitat P. Indyk, R. Motwani, Approximate nearest neighbors: towards removing the curse of dimensionality. In: the 30th Annual ACM Symposium on Theory of Computing, 1998, pp. 604–613 P. Indyk, R. Motwani, Approximate nearest neighbors: towards removing the curse of dimensionality. In: the 30th Annual ACM Symposium on Theory of Computing, 1998, pp. 604–613
81.
Zurück zum Zitat A. Guttman, R-trees: a dynamic index structure for spatial searching. In: The International Conference of Management of Data (ACM SIGMOD) (ACM Press, 1984), pp. 47–57 A. Guttman, R-trees: a dynamic index structure for spatial searching. In: The International Conference of Management of Data (ACM SIGMOD) (ACM Press, 1984), pp. 47–57
82.
Zurück zum Zitat L. Mai-Cao, T. Tran-Cong, A meshless IRBFN-based method for transient problems. CMES Comput. Model. Eng. Sci. 7(2), 149–171 (2005)MathSciNetMATH L. Mai-Cao, T. Tran-Cong, A meshless IRBFN-based method for transient problems. CMES Comput. Model. Eng. Sci. 7(2), 149–171 (2005)MathSciNetMATH
83.
Zurück zum Zitat N. Mai-Duy, A. Khennane, T. Tran-Cong, Computation of laminated composite plates using integrated radial basis function networks. CMC Comput. Mater. Continua 5(1), 63–77 (2007) N. Mai-Duy, A. Khennane, T. Tran-Cong, Computation of laminated composite plates using integrated radial basis function networks. CMC Comput. Mater. Continua 5(1), 63–77 (2007)
84.
Zurück zum Zitat N. Mai-Duy, T. Tran-Cong, A multidomain integrated radial basis function collocation method for elliptic problems. Numer. Methods Partial Differ. Eq. 24, 1301–1320 (2008)MathSciNetCrossRefMATH N. Mai-Duy, T. Tran-Cong, A multidomain integrated radial basis function collocation method for elliptic problems. Numer. Methods Partial Differ. Eq. 24, 1301–1320 (2008)MathSciNetCrossRefMATH
85.
Zurück zum Zitat N. Mai-Duy, T. Tran-Cong, Compact local integrated-RBF approximations for second-order elliptic differential problems. J. Comput. Phys. 230(12), 4772–4794 (2011)MathSciNetCrossRefMATH N. Mai-Duy, T. Tran-Cong, Compact local integrated-RBF approximations for second-order elliptic differential problems. J. Comput. Phys. 230(12), 4772–4794 (2011)MathSciNetCrossRefMATH
86.
Zurück zum Zitat R.H. Chen, Z.M. Wu, Solving hyperbolic conservation laws using multiquadric quasi-interpolation. Numer. Methods Partial Differ. Eq. 22(4), 776–796 (2006)CrossRefMATH R.H. Chen, Z.M. Wu, Solving hyperbolic conservation laws using multiquadric quasi-interpolation. Numer. Methods Partial Differ. Eq. 22(4), 776–796 (2006)CrossRefMATH
87.
Zurück zum Zitat C. Shu, H. Ding, K.S. Yeo, Local radial basis function-based differential quadrature method and its application to solve two-dimensional incompressible Navier-Stokes equations. Comput. Methods Appl. Mech. Eng. 192, 941–954 (2003)CrossRefMATH C. Shu, H. Ding, K.S. Yeo, Local radial basis function-based differential quadrature method and its application to solve two-dimensional incompressible Navier-Stokes equations. Comput. Methods Appl. Mech. Eng. 192, 941–954 (2003)CrossRefMATH
88.
Zurück zum Zitat S. Quan, Local RBF-based differential quadrature collocation method for the boundary layer problems. Eng. Anal. Boundary Elem. 34(3), 213–228 (2010)CrossRefMATH S. Quan, Local RBF-based differential quadrature collocation method for the boundary layer problems. Eng. Anal. Boundary Elem. 34(3), 213–228 (2010)CrossRefMATH
89.
Zurück zum Zitat C. Shu, H. Ding, H.Q. Chen, T.G. Wang, An upwind local RBF-DQ method for simulation of inviscid compressible flows. Comput. Methods Appl. Mech. Eng. 194(18–20), 2001–2017 (2005)CrossRefMATH C. Shu, H. Ding, H.Q. Chen, T.G. Wang, An upwind local RBF-DQ method for simulation of inviscid compressible flows. Comput. Methods Appl. Mech. Eng. 194(18–20), 2001–2017 (2005)CrossRefMATH
90.
Zurück zum Zitat G.B. Wright, B. Fornberg, Scattered node compact finite difference-type formulas generated from radial basis functions. J. Comput. Phys. 212(1), 99–123 (2006)MathSciNetCrossRefMATH G.B. Wright, B. Fornberg, Scattered node compact finite difference-type formulas generated from radial basis functions. J. Comput. Phys. 212(1), 99–123 (2006)MathSciNetCrossRefMATH
91.
Zurück zum Zitat V. Bayona, M. Moscoso, M. Kindelan, Optimal constant shape parameter for multiquadric based RBF-FD method. J. Comput. Phys. 230(19), 7384–7399 (2011)MathSciNetCrossRefMATH V. Bayona, M. Moscoso, M. Kindelan, Optimal constant shape parameter for multiquadric based RBF-FD method. J. Comput. Phys. 230(19), 7384–7399 (2011)MathSciNetCrossRefMATH
92.
Zurück zum Zitat V. Bayona, M. Moscoso, M. Carretero, M. Kindelan, RBF-FD formulas and convergence properties. J. Comput. Phys. 229(22), 8281–8295 (2010)CrossRefMATH V. Bayona, M. Moscoso, M. Carretero, M. Kindelan, RBF-FD formulas and convergence properties. J. Comput. Phys. 229(22), 8281–8295 (2010)CrossRefMATH
93.
Zurück zum Zitat N. Flyer, B. Fornberg, Radial basis functions: developments and applications to planetary scale flows. Comput. Fluids 46(1), 23–32 (2011)MathSciNetCrossRefMATH N. Flyer, B. Fornberg, Radial basis functions: developments and applications to planetary scale flows. Comput. Fluids 46(1), 23–32 (2011)MathSciNetCrossRefMATH
94.
Zurück zum Zitat G.B. Wright, N. Flyer, D.A. Yuen, A hybrid radial basis function–pseudospectral method for thermal convection in a 3-D spherical shell. Geochem. Geophys. Geosyst. 11(7), n/a-n/a (2010) G.B. Wright, N. Flyer, D.A. Yuen, A hybrid radial basis function–pseudospectral method for thermal convection in a 3-D spherical shell. Geochem. Geophys. Geosyst. 11(7), n/a-n/a (2010)
95.
Zurück zum Zitat G.R. Liu, L. Yan, J.G. Wang, Y.T. Gu, Point interpolation method based on local residual formulation using radial basis functions. Struct. Eng. Mech. 14(6), 713–732 (2002)CrossRef G.R. Liu, L. Yan, J.G. Wang, Y.T. Gu, Point interpolation method based on local residual formulation using radial basis functions. Struct. Eng. Mech. 14(6), 713–732 (2002)CrossRef
96.
Zurück zum Zitat J.G. Wang, G.R. Liu, A point interpolation meshless method based on radial basis functions. Int. J. Numer. Meth. Eng. 54(11), 1623–1648 (2002)CrossRefMATH J.G. Wang, G.R. Liu, A point interpolation meshless method based on radial basis functions. Int. J. Numer. Meth. Eng. 54(11), 1623–1648 (2002)CrossRefMATH
97.
Zurück zum Zitat Y. Liu, Y.C. Hon, K.M. Liew, A meshfree Hermite-type radial point interpolation method for Kirchhoff plate problems. Int. J. Numer. Meth. Eng. 66(7), 1153–1178 (2006)CrossRefMATH Y. Liu, Y.C. Hon, K.M. Liew, A meshfree Hermite-type radial point interpolation method for Kirchhoff plate problems. Int. J. Numer. Meth. Eng. 66(7), 1153–1178 (2006)CrossRefMATH
98.
Zurück zum Zitat J.-S. Chen, L. Wang, H.-Y. Hu, S.-W. Chi, Subdomain radial basis collocation method for heterogeneous media. Int. J. Numer. Meth. Eng. 80(2), 163–190 (2009)MathSciNetCrossRefMATH J.-S. Chen, L. Wang, H.-Y. Hu, S.-W. Chi, Subdomain radial basis collocation method for heterogeneous media. Int. J. Numer. Meth. Eng. 80(2), 163–190 (2009)MathSciNetCrossRefMATH
99.
Zurück zum Zitat C.H. Tsai, J. Kolibal, M. Li, The golden section search algorithm for finding a good shape parameter for meshless collocation methods. Eng. Anal. Boundary Elem. 34, 738–746 (2010)MathSciNetCrossRefMATH C.H. Tsai, J. Kolibal, M. Li, The golden section search algorithm for finding a good shape parameter for meshless collocation methods. Eng. Anal. Boundary Elem. 34, 738–746 (2010)MathSciNetCrossRefMATH
Metadaten
Titel
Different Formulations of the Kansa Method: Domain Discretization
verfasst von
Wen Chen
Zhuo-Jia Fu
C. S. Chen
Copyright-Jahr
2014
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-39572-7_3

Premium Partner