Numerical aspects of a level set based algorithm for state constrained optimal control problems

  • Michael Hintermüller Karl-Franzens University of Graz
  • Wolfgang Ring Karl-Franzens University of Graz

Abstract

Numerical aspects of a level set based algorithm for state constrained linear-quadratic optimal control problems for elliptic partial differential equations are discussed. The speed function needed in the level set equation is derived from shape sensitivity analysis. The discretization operates on a fixed grid and additional boundary points representing the discrete interface between the coincidence set and the set where the bound to the state is not active. The discretization of the hyperbolic level set equation, the shape gradient of an appropriate penalty functional and an useful extension of this gradient (naturally defined only on the interface) to the whole computational domain are discussed.

Keywords

References

[1] D. Adalsteinsson, J. Sethian. The fast construction of extension velocities in level set methods. J. Comput. Phys .. 148: 2- 22, 1999.
[2] M. Bergounioux, K. Kunisch. Primal-dual strategy for state constrained optimal control problems. Computational Optimization and Applications, to appear.
[3] D. Bertsekas. Nonlinear Programming. Athena Scientific Publisher, Belmont, Massachusetts, 1995.
[4] M. Delfour, J.-P. Zolesio. Shapes and Geometries. SIAM, Philadelphia, 200l.
[5] C. Grossmann, H.-G. Roos. Numerik partieller Differentialgleichungen. Teubner-Verlag, Stuttgart, 1992
Published
Jan 27, 2023
How to Cite
HINTERMÜLLER, Michael; RING, Wolfgang. Numerical aspects of a level set based algorithm for state constrained optimal control problems. Computer Assisted Methods in Engineering and Science, [S.l.], v. 10, n. 2, p. 149-161, jan. 2023. ISSN 2956-5839. Available at: <https://cames.ippt.pan.pl/index.php/cames/article/view/1084>. Date accessed: 03 july 2024.
Section
Articles