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Local and Parallel Finite Element Algorithms for Eigenvalue Problems

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Abstract

Some new local and parallel finite element algorithms are proposed and analyzed in this paper for eigenvalue problems. With these algorithms, the solution of an eigenvalue problem on a fine grid is reduced to the solution of an eigenvalue problem on a relatively coarse grid together with solutions of some linear algebraic systems on fine grid by using some local and parallel procedure. A theoretical tool for analyzing these algorithms is some local error estimate that is also obtained in this paper for finite element approximations of eigenvectors on general shape-regular grids.

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References

  1. Adams, R.A.: Sobolev spaces. Academic Press, New York, 1975

  2. Axelsson, O., Layton, W.: A two-level discretization of nonlinear boundary value problems. SIAM J. Numer. Anal., 33: 2359–2374 (1996)

    Article  MATH  MathSciNet  Google Scholar 

  3. Babuska, I., Osborn, J.E.: Finite element-Galerkin approximation of the eigenvalues and eigenvectors of selfadjoint problems. Math. Comp., 1989, 52: 275–297

    Article  MATH  MathSciNet  Google Scholar 

  4. Babuska, I., Osborn, J.E.: Eigenvalue problems, handbook of numerical analysis, vol.2, finite element methods (part 1). Ciarlet, P.G., Lions, J.L., eds., Elsevier, 1991, 641–792

  5. Baker, N., Holst, M., Wang, F.: Adaptive multilevel finite element solution ofthe Poisson-Boltzmann equation IT: refinement at solvent accessible surfaces in biomolecular systems. J. Comput. Chem., 21: 1343–1352 (2000)

    Article  Google Scholar 

  6. Bank, R.E.: Hierarchical bases and the finite element method. Acta Numerica, 5: 1–43 (1996)

    MathSciNet  Google Scholar 

  7. Bank, R.E., Holst, M.: A new paradigm for parallel adaptive meshing algorithms. SIAM J. Sci. Comput., 22: 1411–1443 (2001)

    Article  MathSciNet  Google Scholar 

  8. Bedivan, D.M.: A two-grid method for solving elliptic problems with inhomogeneous boundary conditions. Comput. Math. Appl., 29: 59–66 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  9. Bramble, J.H.: Multigrid methods, pitman research notes in mathematics, Vol.294. London Co-published in the USA with Wiley, New York, 1993

  10. Chan, T., Mathew, T.: Domain decomposition algorithms. Acta Numerica, 3: 61–143 (1994)

    Google Scholar 

  11. Chatelin, F. Spectral approximations of linear operators. Academic Press, New York, 1983

  12. Ciarlet, P.G., Lions J.L. Handbook of numerical analysis, Vol.2, finite element methods (Part I). North-Holland, 1991

  13. Dawson, C.N., Wheeler, M.F.: Two-grid methods for mixed finite element approximations of nonlinear parabolic equations. Contemp. Math., 180: 191–203 (1994)

    Google Scholar 

  14. Dawson, C.N., Wheeler, M.F., Woodward, C.S. A two-grid finite difference scheme for nonlinear parabolic equations. Contemp. Math., 35: 435–452 (1988)

    Google Scholar 

  15. Grisvard, P.: Elliptic problems in nonsmooth domains. Pitman, Boston, MA, 1985

  16. Hackbusch, W.: Multigrid methods and applications. Springer-Verlag, New York, 1985

  17. Holst, M., Baker, N., Wang, F.: Adaptive multilevel finite element solution of the Poisson-Poltzmann equation I: algorithms and examples. J. Comput. Chem., 21: 1319–1342 (2000)

    Article  Google Scholar 

  18. Layton, W., Lenferink, W.: Two-level picard and modified Picard methods for the Navier-Stokes equations. Appl. Math. Comp., 69: 263–274 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  19. Marion, M., Xu, J.: Error estimates on a new nonlinear Galerkin method based on two-grid finite elements. SIAM J. Numer. Anal., 32: 1170–1184 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  20. Nitsche, J., Schatz, A.H.: Interior estimates for Ritz-Galerkin methods. Math. Comp., 28: 937–955 (1974)

    Article  MATH  MathSciNet  Google Scholar 

  21. Rannacher, R., Scott, R.: Some optimal error estimate for piecewise linear finite element approximations. Math. Comp., 38: 437–445 (1982)

    Article  MATH  MathSciNet  Google Scholar 

  22. Schatz, A.H., Wahlbin, L.B.: Interior maximum-norm estimates for finite element methods. Math. Comp., 31: 414–442 (1977)

    Article  MATH  MathSciNet  Google Scholar 

  23. Schatz, A.H., Wahlbin, L.B.: Interior maximum-norm estimates for finite element methods, Part II. Math. Comp., 1995, 64: 907–928

    Article  MATH  MathSciNet  Google Scholar 

  24. Schatz, A.H., Wang, J.: Some new error estimates for Ritz-Galerkin methods with minimal regularity assumptions. Math. Comp., 65: 19–27 (1996)

    Article  MATH  MathSciNet  Google Scholar 

  25. Utnes, T.: Two-grid finite element formulations of the incompressible Navier-Stokes equations. Comm. Numer. Methods Engrg., 34: 675–684 (1997)

    Article  MathSciNet  Google Scholar 

  26. Wahlbin, L.B. Local behavior in finite element methods, handbook of numerical analysis, Vol. II, finite element methods (Part 1). Ciarlet, P.G., Lions, J.L., eds. Elsevier, 1991, 355–522

  27. Wahlbin, L.B. Superconvergence in Galerkin finite element methods, Vol.1605. Lecture Notes in Math., Springer-Verlag, Berlin-Heidelberg, 1995

  28. Xu, J.: A new class ofiter ative methods for nonselfadjoint or indefinite problems. SIAM J. Numer. Anal., 29: 303–319 (1992)

    Article  MATH  MathSciNet  Google Scholar 

  29. Xu, J.: Iterative methods by space decomposition and subspace correction. SIAM Review, 34(4): 581–613 (1992)

    Article  MATH  MathSciNet  Google Scholar 

  30. Xu, J. A novel two-grid method for semilinear equations. SIAM J. Sci. Comput., 15: 231–237 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  31. Xu, J. Two-grid discretization techniques for linear and nonlinear PDEs. SIAM J. Numer. Anal., 33: 1759–1777 (1999)

    Article  Google Scholar 

  32. Xu, J., Zhou, A.: Some local and parallel properties of finite element discretizations. In: Proc. 11th International Conference on DDM, Eds., C.H. Lai, P.E. Bjφsted, M. Cross & O.B. Widlund, DDM.org, 1999, 140–147

  33. Xu, J., Zhou, A.: Local and parallel finite element algorithms based on two-grid discretizations. Math. Comp., 69: 881–909 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  34. Xu, J., Zhou, A.: A two-grid discretization scheme for eigenvalue problems. Math. Comp., 70: 17–25 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  35. Xu, J., Zhou, A.: Local and parallel finite element algorithms based on two-grid discretizations for nonlinear problems. Adv. Comp. Math., 14: 293–327 (2001)

    Article  MATH  Google Scholar 

  36. Xu, J., Zou, J.: Some non-overlapping domain decomposition methods. SIAM Review, 40: 857–914 (1988)

    Article  Google Scholar 

  37. Yserentant, H.: Old and new proofs for multigrid algorithms. Acta Numerica, 2: 285–326 (1993)

    Article  MathSciNet  Google Scholar 

  38. Zhou, A., Liem, C.L., Shih, T.M., Lü, T.: Error analysis on bi-parameter finite elements. Comput. Methods Appl. Mech. Engrg., 158: 329–339 (1998)

    Article  MATH  MathSciNet  Google Scholar 

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Correspondence to Jinchao Xu*.

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* Partially supported by NSF DMS-0074299 through Penn State and Center for Computational Mathematics and Applications, The Pennsylvania State University.

** Subsidized by the Special Funds for Major State Basic Research Projects, and also partially supported by the National Natural Science Foundation ofChina and the Knowledge Innovation Program of the Chinese Academy of Sciences.

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Xu*, J., Zhou**, A. Local and Parallel Finite Element Algorithms for Eigenvalue Problems. Acta Mathematicae Applicatae Sinica, English Series 18, 185–200 (2002). https://doi.org/10.1007/s102550200018

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  • DOI: https://doi.org/10.1007/s102550200018

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