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A minimum effort optimal control problem for elliptic PDEs

Published online by Cambridge University Press:  03 February 2012

Christian Clason
Affiliation:
Institute for Mathematics and Scientific Computing, University of Graz, Heinrichstrasse 36, 8010 Graz, Austria. christian.clason@uni-graz.at; karl.kunisch@uni-graz.at
Kazufumi Ito
Affiliation:
Department of Mathematics, North Carolina State University, Raleigh, 27695-8205, North Carolina, USA; kito@math.ncsu.edu
Karl Kunisch
Affiliation:
Institute for Mathematics and Scientific Computing, University of Graz, Heinrichstrasse 36, 8010 Graz, Austria. christian.clason@uni-graz.at; karl.kunisch@uni-graz.at
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Abstract

This work is concerned with a class of minimum effort problems for partial differential equations, where the control cost is of L-type. Since this problem is non-differentiable, a regularized functional is introduced that can be minimized by a superlinearly convergent semi-smooth Newton method. Uniqueness and convergence for the solutions to the regularized problem are addressed, and a continuation strategy based on a model function is proposed. Numerical examples for a convection-diffusion equation illustrate the behavior of minimum effort controls.

Type
Research Article
Copyright
© EDP Sciences, SMAI, 2012

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References

Références

J.Z. Ben-Asher, E.M. Cliff and J.A. Burns, Computational methods for the minimum effort problem with applications to spacecraft rotational maneuvers, in IEEE Conf. on Control and Applications (1989) 472–478.
Clason, C., Ito, K. and Kunisch, K., Minimal invasion : An optimal L state constraint problem. ESAIM : M2AN 45 (2010) 505522. Google Scholar
I. Ekeland and R. Témam, Convex analysis and variational problems, Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (1999).
D. Gilbarg and N.S. Trudinger, Elliptic Partial Differential Equations of Second Order, Classics in Mathematics. Springer-Verlag, Berlin (2001). Reprint of the 1998 edition.
Grund, T. and Rösch, A., Optimal control of a linear elliptic equation with a supremum norm functional. Optim. Methods Softw. 15 (2001) 299329. Google Scholar
Gugat, M. and Leugering, G., L -norm minimal control of the wave equation : On the weakness of the bang-bang principle. ESAIM Control Optim. Calc. Var. 14 (2008) 254283. Google Scholar
K. Ito and K. Kunisch, Lagrange Multiplier Approach to Variational Problems and Applications, Advances in Design and Control. Society for Industrial and Applied Mathematics (SIAM), Philadelphia, PA 15 (2008).
Ito, K. and Kunisch, K., Minimal effort problems and their treatment by semismooth newton methods. SIAM J. Control Optim. 49 (2011) 20832100. Google Scholar
O.A. Ladyzhenskaya and N.N. Ural’tseva, Linear and quasilinear elliptic equations. Translated from the Russian by Scripta Technica, Inc. Translation, edited by L. Ehrenpreis, Academic Press, New York (1968).
Neustadt, L.W., Minimum effort control systems. SIAM J. Control Ser. A 1 (1962) 1631. Google Scholar
Prüfert, U. and Schiela, A., The minimization of a maximum-norm functional subject to an elliptic PDE and state constraints. Z. Angew. Math. Mech. 89 (2009) 536551. Google Scholar
Schiela, A., A simplified approach to semismooth Newton methods in function space. SIAM J. Optim. 19 (2008) 14171432. Google Scholar
Sun, Z. and Zeng, J., A damped semismooth Newton method for mixed linear complementarity problems. Optim. Methods Softw. 26 (2010) 187205. Google Scholar
G.M. Troianiello, Elliptic Differential Equations and Obstacle Problems. The University Series in Mathematics, Plenum Press, New York (1987).
F. Tröltzsch, Optimal Control of Partial Differential Equations : Theory, Methods and Applications. American Mathematical Society, Providence (2010). Translated from the German by Jürgen Sprekels.
E. Zuazua, Controllability and observability of partial differential equations : some results and open problems, in Handbook of differential equations : evolutionary equations. Handb. Differ. Equ., Elsevier, North, Holland, Amsterdam III (2007) 527–621.