A posteriori error estimates for optimal control problems constrained by convection-diffusion equations
Hongfei FU, Hongxing RUI, Zhaojie ZHOU
A posteriori error estimates for optimal control problems constrained by convection-diffusion equations
We propose a characteristic finite element discretization of evolutionary type convection-diffusion optimal control problems. Nondivergence-free velocity fields and bilateral inequality control constraints are handled. Then some residual type a posteriori error estimates are analyzed for the approximations of the control, the state, and the adjoint state. Based on the derived error estimators, we use them as error indicators in developing efficient multi-set adaptive meshes characteristic finite element algorithm for such optimal control problems. Finally, one numerical example is given to check the feasibility and validity of multi-set adaptive meshes refinements.
Optimal control problem / characteristic finite element / convectiondiffusion equation / multi-set adaptive meshes / a posterior error estimate
[1] |
Ainsworth M, Oden J T. A Posteriori Error Estimation in Finite Element Analysis. New York: Wiley-Interscience, 2000
CrossRef
Google scholar
|
[2] |
Bangerth W, Rannacher R. Adaptive Finite Element Methods for Differential Equations. Lectures in Mathematics, ETH Zurich. Basel: Birkhăuser, 2003
CrossRef
Google scholar
|
[3] |
Becker R, Kapp H, Rannacher R. Adaptive finite element methods for optimal control of partial differential equations: Basic concept. SIAM J Control Optim, 2000, 39: 113–132
CrossRef
Google scholar
|
[4] |
Chang Y Z, Yang D P, Zhang Z J. Adaptive finite element approximation for a class of parameter estimation problems. Appl Math Comput, 2014, 231: 284–298
CrossRef
Google scholar
|
[5] |
Ciarlet P G. The Finite Element Method for Elliptic Problems. Philadelphia: SIAM, 2002
CrossRef
Google scholar
|
[6] |
Douglas J, Russell T F. Numerical methods for convection-dominated diffusion problems based on combining the method of characteristics with finite element or finite difference procedures. SIAM J Numer Anal, 1982, 19: 871–885DissertationTip
|
[7] |
Ewing R E, Russell T F, Wheeler M F. Convergence analysis of an approximation of miscible displacement in porous media by mixed finite elements and a modified method of characteristics. Comput Methods Appl Mech Engrg, 1984, 47: 73–92
CrossRef
Google scholar
|
[8] |
Fu H F. A characteristic finite element method for optimal control problems governed by convection-diffusion equations. J Comput Appl Math, 2010, 235: 825–836
CrossRef
Google scholar
|
[9] |
Fu H F, Rui H X. A priori error estimates for optimal control problems governed by transient advection-diffusion equations. J Sci Comput, 2009, 38: 290–315
CrossRef
Google scholar
|
[10] |
Fu H F, Rui H X. A priori and a posteriori error estimates for the method of lumped masses for parabolic optimal control problems. Int J Comput Math, 2011, 88: 2798–2823
CrossRef
Google scholar
|
[11] |
Fu H F, Rui H X. Adaptive characteristic finite element approximation of convectiondiffusion optimal control problems. Numer Methods Partial Differential Equations, 2013, 29: 978–998
CrossRef
Google scholar
|
[12] |
Ge L, Liu W B, Yang D P. Adaptive finite element approximation for a constrained optimal control problem via multi-meshes. J Sci Comput, 2009, 41: 238–255
CrossRef
Google scholar
|
[13] |
Houston P, Süli E. Adaptive Lagrange-Galerkin methods for unsteady convectiondiffusion problems. Math Comput, 2001, 70: 77–106
CrossRef
Google scholar
|
[14] |
Kufner A, John O, Fucik S. Function Spaces. Leyden: Noordhoff, 1977
|
[15] |
Li R. On multi-mesh h-adaptive meshes. J Sci Comput, 2005, 24: 321–341
CrossRef
Google scholar
|
[16] |
Li R, Liu W B, Ma H P, Tang T. Adaptive finite element approximation for distributed elliptic optimal control problems. SIAM J Control Optim, 2002, 41: 1321–1349
CrossRef
Google scholar
|
[17] |
Lions J L. Optimal Control of Systems Governed by Partial Differential Equations. Berlin: Springer-Verlag, 1971
CrossRef
Google scholar
|
[18] |
Liu W B, Yan N N. A posteriori error estimates for optimal boundary control. SIAM J Numer Anal, 2001, 39: 73–99
CrossRef
Google scholar
|
[19] |
Liu W B, Yan N N. A posteriori error estimates for distributed convex optimal control problems. Adv Comput Math, 2001, 15: 285–309
CrossRef
Google scholar
|
[20] |
Liu W B, Yan N N. A posteriori error estimates for control problems governed by nonlinear elliptic equations. Appl Numer Math, 2003, 47: 173–187
CrossRef
Google scholar
|
[21] |
Liu W B, Yan N N. A posteriori error estimates for optimal control problems governed by parabolic equations. Numer Math, 2003, 93: 497–521
CrossRef
Google scholar
|
[22] |
Liu W B, Yan N N. Adaptive Finite Element Methods for Optimal Control Governed by PDEs. Beijing: Science Press, 2008
|
[23] |
Meidner D, Vexler B. Adaptive space-time finite element methods for parabolic optimization problems. SIAM J Control Optim, 2007, 4: 116–142
CrossRef
Google scholar
|
[24] |
Pironneau O. Optimal Shape Design for Elliptic Systems. Berlin: Springer-Verlag, 1984
CrossRef
Google scholar
|
[25] |
Rui H X, Tabata M. A second order characteristic finite element scheme for convectiondiffusion problems. Numer Math, 2002, 92: 161–177
CrossRef
Google scholar
|
[26] |
Rui H X, Tabata M. A mass-conservative characteristic finite element scheme for convection-diffusion problems. J Sci Comput, 2010, 43: 416–432
CrossRef
Google scholar
|
[27] |
Scott L R, Zhang S. Finite element interpolation of nonsmooth functions satisfying boundary conditions. Math Comput, 1990, 54: 483–493
CrossRef
Google scholar
|
[28] |
Tiba D. Lectures on the Optimal Control of Elliptic Equations. Jyvaskyla: University of Jyvaskyla Press, 1995
|
[29] |
Veeser A. Efficient and reliable a posteriori error estimators for elliptic obstacle problems. SIAM J Numer Anal, 2001, 39: 146–167
CrossRef
Google scholar
|
[30] |
Xiong C, Li Y. A posteriori error estimates for optimal distributed control governed by the evolution equations. Appl Numer Math, 2011, 61: 181–200
CrossRef
Google scholar
|
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