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A localized RBF-MLPG method and its application to elliptic PDEs

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Abstract

The existing local RBF methods use the strong form equation and approximate the solution in local subdomains instead of the whole domain. In the RBF-MLPG method, the unknown solution is approximated by RBFs in the whole domain and testing is done by constructing the weak-form equations over the local subdomains. This paper proposes to approximate the unknown solution locally in the RBF-MLPG method, i.e., in the localized RBF-MLPG method, both solution approximation and testing are treated locally. As a result, the final global matrix becomes sparser and more accurate solutions can be obtained. The method is applied for the numerical solution of elliptic PDEs. The comparison of the results demonstrates the effectiveness of the method.

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References

  1. Poljak D, Brebbia CA (2004) Indirect Galerkin–Bubnov boundary element method for solving integral equations in electromagnetics. Eng Anal Bound Elem 28(7):771–777

    Article  Google Scholar 

  2. Ochiai Y, Sladek V, Sladek J (2006) Transient heat conduction analysis by triple-reciprocity boundary element method. Eng Anal Bound Elem 30(3):194–204

    Article  Google Scholar 

  3. Dehghan M, Shirzadi M (2015) The modified dual reciprocity boundary elements method and its application for solving stochastic partial differential equations. Eng Anal Bound Elem 58:99–111

    Article  MathSciNet  Google Scholar 

  4. Cheng AH-D, Cheng DT (2005) Heritage and early history of the boundary element method. Eng Anal Bound Elem 29(3):268–302

    Article  Google Scholar 

  5. Karamali G, Dehghan M, Abbaszadeh M (2018) Numerical solution of a time-fractional PDE in the electroanalytical chemistry by a local meshless method. Eng Comput 35:87–100

    Article  Google Scholar 

  6. Dehghan M, Abbaszadeh M (2017) Numerical investigation based on direct meshless local Petrov Galerkin (direct MLPG) method for solving generalized Zakharov system in one and two dimensions and generalized Gross–Pitaevskii equation. Eng Comput 33(4):983–996

    Article  Google Scholar 

  7. Abbasbandy S, Shirzadi A (2011) MLPG method for two-dimensional diffusion equation with Neumann’s and non-classical boundary conditions. Appl Numer Math 61:170–180

    Article  MathSciNet  Google Scholar 

  8. Esfahani MH, Ghehsareh HR, Etesami SK (2017) A meshless method for the investigation of electromagnetic scattering from arbitrary shaped anisotropic cylindrical objects. J Electromagn Waves Appl 31(5):477–494

    Article  Google Scholar 

  9. Shirzadi A, Ling L, Abbasbandy S (2012) Meshless simulations of the two-dimensional fractional-time convection–diffusion–reaction equations. Eng Anal Bound Elem 36:1522–1527

    Article  MathSciNet  Google Scholar 

  10. Mirzaei D, Schaback R (2014) Solving heat conduction problems by the direct meshless local Petrov–Galerkin (DMLPG) method. Numer Algorithms 65:275–291

    Article  MathSciNet  Google Scholar 

  11. Takhtabnoos F, Shirzadi A (2017) A local meshless method based on the finite collocation and local integral equations method for delay PDEs. Eng Anal Bound Elem 83(Supplement C):67–73

    Article  MathSciNet  Google Scholar 

  12. Shivanian E (2015) Meshless local Petrov–Galerkin (MLPG) method for three-dimensional nonlinear wave equations via moving least squares approximation. Eng Anal Bound Elem 50:249–257

    Article  MathSciNet  Google Scholar 

  13. Shivanian E, 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

    Article  Google Scholar 

  14. Lee CK, King C, Fan SC (2003) Local multiquadric approximation for solving boundary value problems. Comput Mech 30:396–409

    Article  MathSciNet  Google Scholar 

  15. Shirzadi A, Takhtabnoos F (2016) A local meshless method for Cauchy problem of elliptic PDEs in annulus domains. Inverse Probl Sci Eng 24(5):729–743

    Article  MathSciNet  Google Scholar 

  16. Jackson S, Stevens D, Giddings D, Power H (2016) An adaptive RBF finite collocation approach to track transport processes across moving fronts. Comput Math Appl 71:278–300

    Article  MathSciNet  Google Scholar 

  17. Shirzadi A, Takhtabnoos F (2015) A local meshless collocation method for solving Landau–Lifschitz–Gilbert equation. Eng Anal Bound Elem 61:104–113

    Article  MathSciNet  Google Scholar 

  18. Stevens D, Power H (2015) The radial basis function finite collocation approach for capturing sharp fronts in time dependent advection problems. J Comput Phys 298:423–445

    Article  MathSciNet  Google Scholar 

  19. Takhtabnoos F, Shirzadi A (2016) A new implementation of the finite collocation method for time dependent PDEs. Eng Anal Bound Elem 63:114–124

    Article  MathSciNet  Google Scholar 

  20. Assari P, Dehghan M (2017) The numerical solution of two-dimensional logarithmic integral equations on normal domains using radial basis functions with polynomial precision. Eng Comput 33(4):853–870

    Article  Google Scholar 

  21. Assari P, Dehghan M (2019) Application of dual-Chebyshev wavelets for the numerical solution of boundary integral equations with logarithmic singular kernels. Eng Comput 35(1):175–190

    Article  Google Scholar 

  22. Assari P, Dehghan M (2018) Solving a class of nonlinear boundary integral equations based on the meshless local discrete Galerkin (MLDG) method. Appl Numer Math 123:137–158

    Article  MathSciNet  Google Scholar 

  23. Assari P, Asadi-Mehregan F, Dehghan M (2018) On the numerical solution of Fredholm integral equations utilizing the local radial basis function method. Int J Comput Math. https://doi.org/10.1080/00207160.2018.1500693

    Article  Google Scholar 

  24. Assari P, Asadi-Mehregan F (2019) Local multiquadric scheme for solving two-dimensional weakly singular Hammerstein integral equations. Int J Numer Model Electron Netw Devices Fields 32:e2488. https://doi.org/10.1002/jnm.2488

    Article  Google Scholar 

  25. Shivanian E, Jafarabadi A (2018) Capillary formation in tumor angiogenesis through meshless weak and strong local radial point interpolation. Eng Comput 34(3):603–619

    Article  Google Scholar 

  26. Shivanian E (2016) Local integration of population dynamics via moving least squares approximation. Eng Comput 32(2):331–342

    Article  Google Scholar 

  27. Dehghan M, Abbaszadeh M (2017) A finite element method for the numerical solution of Rayleigh–Stokes problem for a heated generalized second grade fluid with fractional derivatives. Eng Comput 33(3):587–605

    Article  Google Scholar 

  28. Ghehsareh HR, Zaghian A, Raei M (2018) A local weak form meshless method to simulate a variable order time-fractional mobile–immobile transport model. Eng Anal Bound Elem 90:63–75

    Article  MathSciNet  Google Scholar 

  29. Ghehsareh HR, Zaghian A, Zabetzadeh SM (2018) The use of local radial point interpolation method for solving two-dimensional linear fractional cable equation. Neural Comput Appl 29(10):745–754

    Article  Google Scholar 

  30. Azarnavid B, Parand K, Abbasbandy S (2018) An iterative kernel based method for fourth order nonlinear equation with nonlinear boundary condition. Commun Nonlinear Sci Numer Simul 59:544–552

    Article  MathSciNet  Google Scholar 

  31. Schaback R (2003) On the versatility of meshless kernel methods. In: Advances in computational & experimental engineering & sciences, vol 428

  32. Shu C, Ding H, Yeo KS (2003) Local radial basis function-based differential quadrature method and its application to solve two-dimensional incompressible Navier–Stokes equations. Comput Methods Appl Math 192:941–954

    MATH  Google Scholar 

  33. Vertnik R, arler B (2006) Meshless local radial basis function collocation method for convective–diffusive solid–liquid phase change problems. Int J Numer Methods Heat Fluid Flow 16:617–640

    Article  MathSciNet  Google Scholar 

  34. Zahab ZE, Divo E, Kassab AJ (2009) A localized collocation meshless method (LCMM) for incompressible flows CFD modeling with applications to transient hemodynamics. Eng Anal Bound Elem 33:1045–1061

    Article  MathSciNet  Google Scholar 

  35. Shirzadi A, Ling L (2013) Convergent overdetermined-RBF-MLPG for solving second order elliptic PDEs. Adv Appl Math Mech 5:78–89

    Article  MathSciNet  Google Scholar 

  36. Mirzaei D (2016) A greedy meshless local Petrov–Galerkin method based on radial basis functions. Numer Methods Partial Differ Equ 32(3):847–861

    Article  MathSciNet  Google Scholar 

  37. Schaback R (2013) Direct discretizations with applications to meshless methods for PDEs. In: Proceedings of DWCAA12, vol 6, pp 37–50

  38. Mirzaei D, Schaback R (2013) Direct meshless local Petrov–Galerkin (DMLPG) method: a generalized MLS approximation. Appl Numer Math 68:73–82

    Article  MathSciNet  Google Scholar 

  39. Zhang X (2000) Meshless methods based on collocation with radial basis functions. Comput Mech 26(4):333–343

    Article  Google Scholar 

  40. Timoshenko SP, Goodier JN (1951) Theory of elasticity, vol 412. McGraw-Hill, New York, p 108

    MATH  Google Scholar 

Download references

Acknowledgements

The authors would like to express their thankfulness to the anonymous referees whose constructive comments improved the quality of this paper. Financial support from the research council of Persian Gulf University is greatly acknowledged.

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Correspondence to Ahmad Shirzadi.

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Safarpoor, M., Takhtabnoos, F. & Shirzadi, A. A localized RBF-MLPG method and its application to elliptic PDEs. Engineering with Computers 36, 171–183 (2020). https://doi.org/10.1007/s00366-018-00692-y

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  • DOI: https://doi.org/10.1007/s00366-018-00692-y

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