Abstract
We study a posteriori error analysis of linear-quadratic boundary control problems under bilateral box constraints on the control which acts through a Neumann-type boundary condition. We adopt the hybridizable discontinuous Galerkin method as the discretization technique, and the flux variables, the scalar variables, and the boundary trace variables are all approximated by polynomials of degree k. As for the control variable, it is discretized by the variational discretization concept. Then, an efficient and reliable a posteriori error estimator is introduced, and we prove that the error estimator provides an upper bound and a lower bound for the errors. Finally, numerical results are presented to illustrate the performance of the obtained a posteriori error estimator.
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References
Babuška, I., Rheinboldt, W.C.: Error estimates for adaptive finite element computations. SIAM J. Numer. Anal. 15, 736–754 (1978)
Becker, R., Kapp, H., Rannacher, R.: Adaptive finite element methods for optimal control of partial differential equations: basic concept. SIAM J. Control Optim. 39, 113–132 (2000)
Benedix, O., Vexler, B.: A posteriori error estimation and adaptively for elliptic optimal control problems with state constraints. Comput. Optim Appl. 44, 3–25 (2009)
Benner, P., Yücel, H.: Adaptive symmetric interior penalty Galerkin method for boundary control problems. SIAM J. Numer. Anal. 55, 1101–1133 (2017)
Chen, G., Hu, W., Shen, J., Singler, J., Zhang, Y., Zhang, X.: An HDG method for distributed control of convection diffusion PDEs. J. Comput. Appl. Math. 343, 643–661 (2018)
Chen, G., Cui, J: On the error estimates of a hybridizable discontinuous Galerkin method for second-order elliptic problem with discontinuous coefficients. IMA J. Numer. Anal. 40, 1577–1600 (2020)
Cai, Z., He, C., Zhang, S.: Discontinuous finite element methods for interface problem: robust a priori and a posteriori error estimates. SIAM J. Numer. Anal. 55, 400–418 (2017)
Chowdhury, S., Gudi, T., Nandakumaran, A.K.: Error bounds for a Dirichlet boundary control problem based on energy spaces. Math. Comp. 86, 1103–1126 (2017)
Cockburn, B., Gopalakrishnan, J., Lazarov, R.: Unified hybridization of discontinuous Galerkin, mixed, and continuous Galerkin methods for second order elliptic problems. SIAM J. Numer. Anal. 47, 1319–1365 (2009)
Cockburn, B., Zhang, W.: A posteriori error estimates for HDG methods. J. Sci. Comput. 51, 582–607 (2012)
Cockburn, B., Zhang, W.: A posteriori error analysis for hybridizable discontinuous Galerkin methods for second order elliptic problems. SIAM J. Numer. Anal. 51, 676–693 (2013)
Cockburn, B., Zhang, W.: An a posteriori error estimate for the variable-degree Raviart-Thomas method. Math. Comp. 83, 1063–1082 (2013)
Fu, G., Qiu, W., Zhang, W.: An analysis of HDG methods for convection-dominated diffusion problems. ESAIM M2AN 49, 225–256 (2015)
Gaevskaya, A., Iliash, Y., Kieweg, M., Hoppe, R.H.W.: Convergence analysis of an adaptive finite element method for distributed control problems with control constraints. Control of Coupled Partial Differential Equations, Birkhäuser, Basel, pp. 47–68 (2007)
Gong, W., Yan, N.: Adaptive finite element method for elliptic optimal control problems: convergence and optimality. Numer. Math. 135, 1121–1170 (2017)
Gong, W., Liu, W., Tan, Z., Yan, N.: A convergent adaptive finite element method for elliptic Dirichlet boundary control problems. IMA J. Numer. Anal. 39, 1985–2015 (2019)
Gong, W., Hu, W., Mateos, M., Singler, J., Zhang, X., Zhang, Y.: A new HDG method for Dirichlet boundary control of convection diffusion PDEs II: low regularity. SIAM J. Numer. Anal. 56, 2262–2287 (2018)
Hinze, M.: A variational discretization concept in control constrained optimization: the linear quadratic case. Comput. Optim. Appl. 30, 45–61 (2005)
Hoppe, R.H.W., Iliash, Y., Iyyunni, C., Sweilam, N.H.: A posteriori error estimates for adaptive finite element discretizations of boundary control problems. J. Numer. Math. 14, 57–82 (2006)
Hintermüller, M., Hoppe, R.H.W., Iliash, Y., Kieweg, M.: An a posteriori error analysis of adaptive finite element methods for distributed elliptic control problems with control constraints. ESAIM Control Optim. Calc. Var. 14, 540–560 (2008)
Hintermüller, M., Hoppe, R.H.W.: Goal-oriented adaptivety in pointwise state constrained optimal control of partial differential equations. SIAM J. Control Optim. 48, 5468–5487 (2010)
Kohls, K., Rösch, A., Siebert, K.G.: A posteriori error analysis of optimal control problems with control constraints. SIAM J. Control Optim. 52, 1832–1861 (2014)
Kohls, K., Siebert, K.G., Rösch, A.: Convergence of adaptive finite elements for optimal control problems with control constraints. Trends in PDE Constrained Optimization, Springer, Cham, Switzerland, pp. 403–419 (2014)
Lions, J.L.: Optimal Control of Systems Governed by Partial Differential Equations. Springer, Berlin (1971)
Liu, W., Yan, N.: A posteriori error estimates for distributed convex optimal control problems. Adv. Comput. Math. 15, 285–309 (2001)
Liu, W., Yan, N.: A posteriori error estimates for convex boundary control problems. SIAM J. Numer. Anal. 39, 73–99 (2001)
Li, R., Liu, W., Ma, H., Tang, T.: Adaptive finite element approximation for distributed elliptic optimal control problems. SIAM J. Control Optim. 41, 1321–1349 (2002)
Leng, H., Chen, Y.: Convergence and quasi-optimality of an adaptive finite element method for optimal control problems with integral control constraint. Adv. Comput. Math. 44, 367–394 (2018)
Leng, H., Chen, Y.: Adaptive hybridizable discontinuous Galerkin methods for nonstationary convection diffusion problems. Adv. Comput. Math. 46, 50 (2020)
Leng, H.: Adaptive HDG methods for steady-state incompressible Navier-Stokes equations. J. Sci. Comput. 87, 37 (2021)
Nguyen, N.C., Peraire, J., Cockburn, B.: A hybridizable discontinuous Galerkin method for Stokes flow. Comput. Methods Appl. Mech. Engrg 199, 582–597 (2010)
Stevenson, R.: Optimality of a standard adaptive finite element method. Found Comput. Math. 2, 245–269 (2007)
Yücel, H., Benner, P.: Adaptive discontinuous Galerkin methods for state constrained optimal control problems governed by convection diffusion equations. Comput. Optim. Appl. 62, 291–321 (2015)
Yücel, H., Karasözen, B.: Adaptive symmetric interior penalty Galerkin (SIPG) method for optimal control of convection diffusion equations with control constraints. Optimization 63, 145–166 (2014)
Zhou, Z., Yu, X., Yan, N: The local discontinuous Galerkin approximation of convection dominated diffusion optimal control problems with control constraints. Numer. Methods Partial Differential Equations 30, 339–360 (2014)
Zhang, Q., Ito, K., Li, Z., Zhang, Z.: Immersed finite elements for optimal control problems of elliptic PDEs with interfaces. J. Comput. Phys. 298, 305–319 (2015)
Funding
The work of Haitao Leng was supported by the Cultivation Project of SCNU (Grant No. 19KJ08) and the NSF of China (Grant No. 12001209). The work of Yanping Chen was supported by the State Key Program of NSF of China (11931003) and the NSF of China (41974133, 11671157).
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Communicated by: Peter Benner
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Leng, H., Chen, Y. Residual-type a posteriori error analysis of HDG methods for Neumann boundary control problems. Adv Comput Math 47, 30 (2021). https://doi.org/10.1007/s10444-021-09864-9
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DOI: https://doi.org/10.1007/s10444-021-09864-9