Skip to main content
Log in

Finite element error estimates for an optimal control problem governed by the Burgers equation

  • Published:
Computational Optimization and Applications Aims and scope Submit manuscript

Abstract

We derive a-priori error estimates for the finite-element approximation of a distributed optimal control problem governed by the steady one-dimensional Burgers equation with pointwise box constraints on the control. Here the approximation of the state and the control is done by using piecewise linear functions. With this choice, a superlinear order of convergence for the control is obtained in the \(L^2\)-norm; moreover, under a further assumption on the regularity structure of the optimal control this error estimate can be improved to \(h^{3/2}\), extending the results in Rösch (Optim. Methods Softw. 21(1): 121–134, 2006). The theoretical findings are tested experimentally by means of numerical examples.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  1. Arada, N., Casas, E., Tröltzsch, F.: Error estimates for the numerical approximation of a semilinear elliptic control problem. Comput. Optim. Appl. 23, 201–229 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  2. Burns, J.A., Kang, S.: A control problem for Burgers’ equation with bounded input/output. Nonlinear Dyn. 2(4), 235–262 (1991)

    Article  Google Scholar 

  3. Burns, J.A., Kang, S.: A stabilization problem for burgers equation with unbounded control and observation. Estimation and Control of Distributed Parameter Systems, pp. 51–72. Springer, Berlin (1991)

    Chapter  Google Scholar 

  4. Casas, E.: Using piecewise linear functions in the numerical approximation of semilinear elliptic control problems. Adv. Comput. Math. 26, 137–156 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  5. Casas, E., Mateos, M.: Uniform convergence of the FEM. Applications to state constrained control problems. J. Comput. Appl. Math. 21, 67–100 (2002)

    MathSciNet  MATH  Google Scholar 

  6. Casas, E., Mateos, M., Raymond, J.-P.: Error estimates for the numerical approximation of a distributed control problem for the steady-state Navier-Stokes equations. SIAM J. Control Optim. 46(3), 952–982 (2007). (electronic)

    Article  MathSciNet  MATH  Google Scholar 

  7. Ciarlet, P.G., Lions, L.L.: Handbook of Numerical Analysis, Part I. Finite Element Methods, vol. II. North-Holland, Amsterdam (1991)

    Google Scholar 

  8. de los Reyes, J.C., Kunisch, K.: A comparison of algorithms for control constrained optimal control of the burgers equation. Calcolo 41(4), 203–225 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  9. de los Reyes, J.C., Meyer, C., Vexler, B.: Finite element error analysis for state-constrained optimal control of the Stokes equations. Control Cybern. 37(2), 251–284 (2008)

    MATH  Google Scholar 

  10. Casas, E., de los Reyes, J.C., Tröltzsch, F.: Sufficient second-order optimality conditions for semilinear control problems with pointwise state constraints. SIAM J. Optim. 19(2), 616–643 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  11. Gilbarg, D., Trudinger, N.S.: Elliptic Partial Differential Equations of Second Order. Springer, Berlin (1998)

    Google Scholar 

  12. Girault, V., Raviart, P.-A.: Finite Element Methods for Navier–Stokes Equations: Theory and Algorithms, vol. 5. Springer, Berlin (2012)

    Google Scholar 

  13. Meyer, C., Rösch, A.: Superconvergence properties of optimal control problems. SIAM J. Control Optim. 43, 970–985 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  14. Rösch, A.: Error estimates for linear-quadratic control problems with control constraints. Optim. Methods Softw. 21(1), 121–134 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  15. Temam, R.: Navier–Stokes Equations and Nonlinear Functional Analysis, vol. 66. SIAM, Philadelphia (1995)

    Book  MATH  Google Scholar 

  16. Tröltzsch, F.: Optimal Control of Partial Differential Equations. Graduate Studies in Mathematics. American Mathematical Society, Providence (2010)

    Book  MATH  Google Scholar 

  17. Volkwein, S.: Mesh independence of an augmented lagrangean-SQP method in Hilbert spaces and control problems for the Burgers equation. Ph.D. Thesis, Technische Universität Berlin (1997)

  18. Zowe, J., Kurcyusz, S.: Regularity and stability for the mathematical programming problem in Banach spaces. Appl. Math. Optim. 5, 49–62 (1979)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Pedro Merino.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Merino, P. Finite element error estimates for an optimal control problem governed by the Burgers equation. Comput Optim Appl 63, 793–824 (2016). https://doi.org/10.1007/s10589-015-9790-0

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10589-015-9790-0

Keywords

Mathematics Subject Classification

Navigation