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An improved meshless Shepard and least squares method possessing the delta property and requiring no singular weight function

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Abstract

The meshless Shepard and least squares (MSLS) method and the meshless Shepard method are partition of unity based meshless interpolations which eliminate the problems by other meshless methods such as the difficulty in direct imposition of the essential boundary conditions. However, singular weight functions have to be used in both methods to enforce the approximation interpolatory, which leads to the loss of smoothness in approximation and locally oscillatory results. In this paper, an improved MSLS interpolation is developed by using dually defined nodal supports such that no singular weight function is required. The proposed interpolation satisfies the delta property at boundary nodes and the compatibility condition throughout the domain, and is capable of exactly reproducing the basis function. The computational cost of the present interpolation is much lower than the moving least-squares approximation which is probably the most widely used meshless interpolation at present.

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References

  1. Belytschko T, Krongauz Y, Organ D (1996) Meshless methods: an overview and recent developments. Comput Methods Appl Mech Eng 139:3–47

    Article  MATH  Google Scholar 

  2. Fries T, Matthies H (2004) Classification and overview of meshfree methods. Technical report. Technical University Braunschweig, Braunschweig

    Google Scholar 

  3. Nguyen V, Rabczuk T, Bordas S, Duflot M (2008) Meshless methods: a review and computer implementation aspects. Math Comput Simul 79:763–813

    Article  MATH  MathSciNet  Google Scholar 

  4. Zhang Z, Liew KM, Cheng YM, Li YY (2008) Analyzing 2D fracture problems with the improved element-free Galerkin method. Eng Anal Boundary Elem 32:241–256

    Article  MATH  Google Scholar 

  5. Liew KM, Cheng YM, Kitipornchai S (2007) Analyzing the 2D fracture problems via the enriched boundary element-free method. Int J Solids Struct 44:4220–4233

    Article  MATH  Google Scholar 

  6. Long SY, Liu KY, Li GY (2008) An analysis for the elasto-plastic fracture problem by the meshless local Petrov–Galerkin method. Comput Model Eng Sci 28:203–2167

    MATH  MathSciNet  Google Scholar 

  7. Rabczuk T, Belytschko T (2004) Cracking particles: a simplified meshfree method for arbitrary evolving cracks. Int J Numer Methods Eng 61(13):2316–2343

    Google Scholar 

  8. Rabczuk T, Belytschko T, Xiao SP (2004) Stable particle methods based on Lagrangian kernels. Comput Methods App Mech Eng 193(12–14):1035–1063

    Google Scholar 

  9. Rabczuk T, Zi G (2007) A meshfree method based on the local partition of unity for cohesive cracks. Comput Mech 39(6):743–760

    Google Scholar 

  10. Rabczuk T, Belytschko T (2007) A three dimensional large deformation meshfree method for arbitrary evolving cracks. Comput Methods App Mech Eng 196(29–30):2777–2799

    Google Scholar 

  11. Rabczuk T, Bordas S, Zi G (2010) On three-dimensional modelling of crack growth using partition of unity methods. Comp Struct 88(23–24):1391–1411

    Google Scholar 

  12. Chau-Dinh T, Zi G, Lee PS, Song JH, Rabczuk T (2012) Phantom-node method for shell models with arbitrary cracks. Comp Struct 92-93:242–256

    Google Scholar 

  13. Krysl P, Belytschko T (1996) Analysis of thin shells by the element free Galerkin method. Int J Numer Methods Eng 33:3057–3078

    Google Scholar 

  14. Chen JS, Pan C,Wu CT, Liu WK (1996) Reproducing kernel particle methods for large deformation analysis of nonlinear structures. Comput Methods Appl Mech Eng 139:195–227

    Google Scholar 

  15. Heaney CE, Augarde CE, Deeks AJ (2010) Modelling elastoplasticity using the hybrid MLPG method. Comput Model Eng Sci 56:153–178

    Google Scholar 

  16. Rabczuk T, Gracie R, Song JH, Belytschko T (2010) Immersed particle method for fluid-structure interaction. Int J Numer Methods Eng 81(1):48–71

    Google Scholar 

  17. Wang JG, Liu GR, Lin P (2002) Numerical analysis of Biot’s consolidation process by radial point interpolation method. Int J Solids Struct 39:1557–1573

    Google Scholar 

  18. Li S, Liu W, Rosakis A, Belytschko T, Hao W (2002) Mesh-free Galerkin simulations of dynamic shear band propagation and failure mode transition. Int J Solids Struct 39:1213–1240

    Google Scholar 

  19. Talebi H, Samaniego C, Samaniego E, Rabczuk T (2012) On the numerical stability and mass-lumping schemes for explicit enriched meshfree methods. Int J Numer Methods Eng 89(9):1009–1027

    Google Scholar 

  20. Rabczuk T, Samaniego E (2008) Discontinuous modelling of shear bands using adaptive meshfree methods. Comput Methods App Mech Eng 197(6-8):641–658

    Google Scholar 

  21. Han ZD, Atluri SN (2004) Meshless local Petrov–Galerkin (MLPG) approaches for solving 3D problems in elasto-statics. Comput Model Eng Sci 6:169–188

    Google Scholar 

  22. Zhuang X, Augarde C, Mathisen K (2012) Fracture modelling using meshless methods and level sets in 3D: framework and modelling. Int J Numer Methods Eng 92:969–998

    Google Scholar 

  23. Liu WK, Han W, Lu H, Li S (2004) Reproducing kernel element method. Part I. Theoretical formulation. Comput Methods Appl Mech Eng 193:933–951

    Google Scholar 

  24. You Y, Chen JS (2003) Reproducing kernel, and adaptive meshfree methods. Comput Mech 31:316–326

    Google Scholar 

  25. Wu CT, Park CK, Chen JS (2011) A generalized approximation for the meshfree analysis of solids. Int J Numer Methods Eng 85:693–722

    Google Scholar 

  26. Lancaster P, Salkauskas K (1981) Surfaces generated by moving least squares methods. Math Comput 37:141–158

    Google Scholar 

  27. Breitkopf P, Rassine A, TouzotG (2000) Explicit form and efficient computation of MLS shape functions and their derivatives. Int J Numer Methods Eng 48:451–466

  28. Zhuang X, Augarde C (2010) Aspects of the use of orthogonal basis functions in the element free Galerkin method. Int J Numer Methods Eng 81:366–380

    Google Scholar 

  29. Kaljevic I, Saigal AS (1997) An improved element free Galerkin formulation. Int J Numer Methods Eng 40:2953–2974

    Google Scholar 

  30. Atluri SN, Kim HG, Cho JY (1999) A critical assessment of the truly meshless local Petrov–Galerkin and local boundary integral equation methods. Comput Mech 24:348–372

    Google Scholar 

  31. Krongauz Y, Belytschko T (1997) Consistent pseudo-derivatives in meshless methods. Comput Methods Appl Mech Eng 146:371–386

    Google Scholar 

  32. Macri M, De S (2008) An octree partition of unity method (Oct- PUM) with enrichments for multiscale modeling of heterogeneous media. Comput Struct 86:780–795

    Google Scholar 

  33. Griebel M, Schweitzer MA (2000) A particle-partition of unity method for the solution of elliptic, parabolic, and hyperbolic PDEs. SIAM J Sci Comput 22:853–890

    Google Scholar 

  34. Griebel M, Schweitzer MA (2002) A particle-partition of unity method–Part II: efficient cover construction and reliable integration. SIAM J Sci Comput 23:1665–1682

    Google Scholar 

  35. Griebel M, Schweitzer MA (2002) A particle-partition of unity method–Part III: a multilevel solver. SIAM J Sci Comput 24:377– 409

    Google Scholar 

  36. Cai YC, Zhu HH (2008) A local meshless Shepard and least square interpolation method based on local weak form. Comput Model Eng Sci 34:179–204

    Google Scholar 

  37. Cai YC, Zhu HH (2010) A PU-based meshless Shepard interpolation method satisfying delta property. Eng Anal Boundary Elem 34:9–16

    Google Scholar 

  38. Oden JT, Durate CA, Zienkiewicz OC (1998) Anewcloud-based hp finite element method. Comput Methods Appl Mech Eng 153:117–126

    Google Scholar 

  39. Liu GR, Gu YT, Dai KY (2004) Assessment and applications of point interpolation methods for computational mechanics. Int J Numer Methods Eng 59:1373–1397

    Google Scholar 

  40. Collier C, Pardo D, Dalcin L, Paszynski M, Calo VM (2012) The cost of continuity: a study of the performance of isogeometric finite elements using direct solvers. Comput Methods Appl Mech Eng 213–216:353–361

    Google Scholar 

  41. Zhuang X, Heaney C, Augarde C (2012) On error control in the element-free Galerkin method. Eng Anal Boundary Elem 36:351–360

    Google Scholar 

  42. Belytschko T, Lu YY, Gu L (1994) Element-free Galerkin method. Int J Numer Methods Eng 37:229–256

    Google Scholar 

  43. Rice J (1968) A path independent integral and the approximate analysis of strain concentration by notches and cracks. J Appl Mech 35:379–386

    Google Scholar 

  44. Portela A, Aliabadi M, Rooke D(1992) The dual boundary element method–effective implementation for crack problems. Int J Numer Methods Eng 33:1269–1287

    Google Scholar 

  45. Murakami Y (1987) The stress intensity factors handbook. Pergamon Press, Oxford

  46. Zhuang X, Augarde C, Bordas S (2011) Accurate fracture modelling using meshless methods and level sets: formulation and 2D modelling. Int J Numer Methods Eng 86:249–268

    Google Scholar 

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Acknowledgments

The authors gratefully acknowledge the support of Natural Science Foundation of China (NSFC 41130751), National Basic Research Program of China (973 Program: 2011CB013800), Program for Changjiang Scholars and Innovative Research Team in University (PCSIRT, IRT1029), Shanghai Pujiang Talent Program (12PJ1409100) and Shanghai Chenguang Talent Program (12CG20).

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Correspondence to Hehua Zhu.

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Zhuang, X., Zhu, H. & Augarde, C. An improved meshless Shepard and least squares method possessing the delta property and requiring no singular weight function. Comput Mech 53, 343–357 (2014). https://doi.org/10.1007/s00466-013-0912-1

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  • DOI: https://doi.org/10.1007/s00466-013-0912-1

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