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Nonconforming Finite Element Methods for the Constrained Optimal Control Problems Governed by Nonsmooth Elliptic Equations

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Abstract

In this paper, nonconforming finite element methods (FEMs) are proposed for the constrained optimal control problems (OCPs) governed by the nonsmooth elliptic equations, in which the popular \(EQ_1^{rot}\) element is employed to approximate the state and adjoint state, and the piecewise constant element is used to approximate the control. Firstly, the convergence and superconvergence properties for the nonsmooth elliptic equation are obtained by introducing an auxiliary problem. Secondly, the goal-oriented error estimates are obtained for the objective function through establishing the negative norm error estimate. Lastly, the methods are extended to some other well-known nonconforming elements.

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References

  1. Aziz, A., Stephens, A., Suri, M. Numerical methods for reaction-diffusion problems with nondifferentiable kinetics. Numer. Math., 53: 1–11 (1988)

    Article  MathSciNet  Google Scholar 

  2. Becker, R., Kapp, H., Rannacher, R. Adaptive finite element methods for optimal control of partial differential equations: basic concept. SIAM J. Contr. Optim., 39: 113–132 (2000)

    Article  MathSciNet  Google Scholar 

  3. Bonnans, J., Zidani, H. Optimal control problems with partially polyhedric constraints. SIAM J. Contr. Optim., 37: 1726–1741 (1999)

    Article  MathSciNet  Google Scholar 

  4. Brenner, S., Scott, L. The Mathematical Theory of Finite Element Methods. Springer-Verlag, Berlin, 1994

    Book  Google Scholar 

  5. Casas E. Control of an elliptic problem with pointwise state constraints. SIAM J. Contr. Optim., 24: 1309–1318 (1986)

    Article  MathSciNet  Google Scholar 

  6. Casas, E. Error estimates for the numerical approximation of semilinear elliptic control problems with finitely many state constraints. ESAIM: Contr. Optim. Cal. Vari., 8: 345–374 (2002)

    MathSciNet  MATH  Google Scholar 

  7. Casas, E., Raymond, J. Error estimates for the numerical approximation of Dirichlet boundary control for semilinear elliptic equations. SIAM J. Contr. Optim., 45: 1586–1611 (2006)

    Article  MathSciNet  Google Scholar 

  8. Chang, L., Gong, W., Yan, N. Finite element method for a nonsmooth elliptic equation. Fron. Math. China, 5: 191–209 (2010)

    Article  MathSciNet  Google Scholar 

  9. Chen, S., Shi, D., Zhao, Y. Anisotropic interpolation and quasi-Wilson element for narrow quadrilateral meshes. IMA J. Numer. Anal., 24: 77–95 (2004)

    Article  MathSciNet  Google Scholar 

  10. Chen, X. First order conditions for nonsmooth discretized constrained optimal control problems. SIAM J. Contr. Optim., 42: 2004–2015 (2004)

    Article  MathSciNet  Google Scholar 

  11. Chen, X., Nashed, Z., Qi, L. Smoothing methods and semismooth methods for nondifferentiable operator equations. SIAM J. Numer. Anal., 38: 1200–1216 (2000)

    Article  MathSciNet  Google Scholar 

  12. Deckelnick, K., Hinze, M. Convergence of a finite element approximation to a state constrained elliptic control problem. SIAM J. Numer. Anal., 45: 1937–1953 (2007)

    Article  MathSciNet  Google Scholar 

  13. Douglas, J.Jr., Santos, J., Sheen, D., Ye, X. Nonconforming Galerkin methods based on quadrilateral elements for second order elliptic problems. ESAIM: Math. Model. Numer. Anal., 33: 747–770 (1999)

    Article  MathSciNet  Google Scholar 

  14. Guan, H., Shi, D. A high accuracy NFEM for constrained optimal control problems governed by elliptic equations. Appl. Math. Comput., 245: 382–390 (2014)

    MathSciNet  MATH  Google Scholar 

  15. Guan, H., Shi, D., Guan, X. High accuracy analysis of nonconforming MFEM for constrained optimal control problems governed by Stokes equations. Appl. Math. Lett., 53: 17–24 (2016)

    Article  MathSciNet  Google Scholar 

  16. Guan, H., Shi, D. An efficient NFEM for optimal control problems governed by a bilinear state equation. Comput. Math. Appl., 77: 1821–1827 (2019)

    Article  MathSciNet  Google Scholar 

  17. Hinze, M. A variational discretization concept in control constrained optimization: the linear-quadratic case. Compu. Optim. Appl., 30: 45–63 (2005)

    Article  MathSciNet  Google Scholar 

  18. Hu, J., Man, H., Shi, Z. Constrained nonconforming rotated Q1 element for stokes flow and planar elasticity. Math. Numer. Sini., 27: 311–324 (2005)

    Google Scholar 

  19. Kikuchi, F., Nakazato, K., Ushijima, T. Finite element approximation of a nonlinear eigenvalue problem related to MHD equilibria. Japan J. Appl. Math., 1: 369–403 (1984)

    Article  MathSciNet  Google Scholar 

  20. Knobloch, P., Tobiska, L. The P1mod element: a new nonconforming finite element for convection-diffusion problem. SIAM J. Numer. Anal., 41: 436–456 (2003)

    Article  MathSciNet  Google Scholar 

  21. Lin, Q., Tobiska, L., Zhou, A. Superconvergence and extrapolation of non-conforming low order finite elements applied to the Poisson equation. IMA J. Numer.l Anal., 25: 160–181 (2005)

    Article  MathSciNet  Google Scholar 

  22. Liu, H., Yan, N. Global superconvergence for optimal control problems governed by Stokes equations. Inter. J. Numer. Anal. Model., 3: 283–302 (2006)

    MathSciNet  MATH  Google Scholar 

  23. Liu, W., Gong, W., Yan, N. A new finite element approximation of a state-constrained optimal control problem. J. Comput. Math., 27: 97–114 (2009)

    MathSciNet  MATH  Google Scholar 

  24. Ming, P., Shi, Z. Nonconforming rotated Q1 element for reissner-mindlin plate. Math. Model. Meth. Appl. Sci., 11: 1311–1342 (2001)

    Article  Google Scholar 

  25. Risch, U. Superconvergence of a nonconforming low order finite element. Appl. Numer. Math., 54: 324–338 (2005)

    Article  MathSciNet  Google Scholar 

  26. Shi, D., Guan, H. A class of Crouzeix-Raviart type nonconforming finite element methods for parabolic variational inequality problem with moving grids on anisotropic meshes. Hokkaido Math. J., 36: 687–709 (2007)

    Article  MathSciNet  Google Scholar 

  27. Shi, D., Guan, H., Gong, W. High accuracy analysis of the characteristic-nonconforming FEM for a convection-dominated transport problem. Math. Meth. Appl. Sci., 37: 1360–1366 (2014)

    MathSciNet  MATH  Google Scholar 

  28. Shi, D., Hao, X. Accuracy analysis for quasi-Carey element. J. Syst. Sci. Complex., 21: 456–462 (2008)

    Article  MathSciNet  Google Scholar 

  29. Shi, D., Mao, S., Chen, S. An anisotropic nonconforming finite element with some superconvergence results. J. Compu. Math., 23: 261–274 (2005)

    MathSciNet  MATH  Google Scholar 

  30. Shi, D., Pei, L. Low order Crouzeix-Raviart type nonconforming finite element methods for approximating Maxwell’s equations. Inter. J. Numer. Anal. Model., 5(3): 373–385 (2008)

    MathSciNet  MATH  Google Scholar 

  31. Shi, D., Pei, L. Nonconforming quadrilateral finite element method for aclass of nonlinear sine–Gordon equations. Appl. Math. Comput., 219: 9447–9460 (2013)

    MathSciNet  MATH  Google Scholar 

  32. Shi, D., Ren, J. Nonconforming mixed finite element approximation to the stationary Navier-Stokes equations on anisotropic meshes. Nonl. Anal.: TMA, 71: 3842–3852 (2009)

    Article  MathSciNet  Google Scholar 

  33. Shi, D., Wang, H., Du, Y. An anisotropic nonconforming finite element method for approximating a class of nonlinear Sobolev equations. J. Comput. Math., 27: 299–314 (2009)

    Article  MathSciNet  Google Scholar 

  34. Shi, D., Wang, X. A low order anisotropic nonconforming characteristic finite element method for a convection-dominated transport problem. Appl. Math. Comput., 213: 411–418 (2009)

    MathSciNet  MATH  Google Scholar 

  35. Shi, D., Xu, C. Anisotropic nonconforming EQ1rot Quadrilateral Finite Element Approximation to Second Order Elliptic Problems. J. Sci. Comput., 56: 637–653 (2013)

    Article  MathSciNet  Google Scholar 

  36. Shi, D., Xu, C. EQ1rot nonconforming finite element approximation to Signorini problem. Sci. China Math., 56: 1301–1311 (2013)

    Article  MathSciNet  Google Scholar 

  37. Yan, N., Zhou, Z. A priori and a posteriori error analysis of edge stabilization Galerkin method for the optimal control problem governed by convection-dominated diffusion equation. J. Comput. Appl. Math., 223: 198–217 (2009)

    Article  MathSciNet  Google Scholar 

  38. Yan, M., Chang, L., Yan, N. Finite element method for constrained optimal control problems governed by nonlinear elliptic PDEs. Math. Contr. Relat. Fiel., 2: 183–194 (2012)

    Article  MathSciNet  Google Scholar 

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Correspondence to Hong-bo Guan.

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This paper is supported by the National Natural Science Foundation of China (Nos. 11501527, 11671369).

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Guan, Hb., Shi, Dy. Nonconforming Finite Element Methods for the Constrained Optimal Control Problems Governed by Nonsmooth Elliptic Equations. Acta Math. Appl. Sin. Engl. Ser. 36, 471–481 (2020). https://doi.org/10.1007/s10255-020-0931-6

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  • DOI: https://doi.org/10.1007/s10255-020-0931-6

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