Abstract
The present article is concerned with the Neumann control of systems modeled by scalar or vector parabolic equations of reaction-advection-diffusion type with a particular emphasis on systems which are unstable if uncontrolled. To solve these problems, we use a combination of finite-difference methods for the time discretization, finite-element methods for the space discretization, and conjugate gradient algorithms for the iterative solution of the discrete control problems. We apply then the above methodology to the solution of test problems in two dimensions, including problems related to nonlinear models.
Similar content being viewed by others
References
Keller, H. B., and Langford, W. F., Iterations, Perturbations, and Multiplicities for Nonlinear Bifurcation Problems, Archives for Rational Mechanics and Analysis, Vol. 48, pp. 83–108, 1972.
Keener, J. P., and Keller, H. B., Perturbed Bifurcation Theory, Archives for Rational Mechanics and Analysis, Vol. 50, pp. 159–175, 1973.
Keener, J. P., and Keller, H. B., Positive Solutions of Convex Nonlinear Eigenvalue Problems, Journal of Differential Equations, Vol. 16, pp. 103–125, 1947.
Keller, H. B., Numerical Solution of Bifurcation and Nonlinear Eigenvalue Problems, Applications of Bifurcation Theory, Edited by P. Rabinowitz, Academic Press, New York, New York, pp. 359–384, 1977.
Decker, D. W., and Keller, H. B., Multiple Limit Point Bifurcation, Journal of Mathematical Analysis and Applications, Vol. 75, pp. 417–430, 1980.
Chan, T. F., and Keller, H. B., Arclength Continuation and Multigrid Techniques for Nonlinear Eigenvalue Problems, SIAM Journal on Scientific and Statistical Computing, Vol. 3, pp. 173–194, 1982.
Keller, H. B., Practical Procedures in Path Following Near Limit Points, Computing Methods in Applied Science and Engineering, Edited by R. Glowinski and J. L. Lions, North-Holland, Amsterdam, Netherlands, Vol. 5, pp. 177–183, 1982.
Glowinski, R., Keller, H. B., and Reinhart, L., Continuation-Conjugate Gradient Methods for the Least Squares Solution of Nonlinear Boundary-Value Problems, SIAM Journal on Scientific and Statistical Computing, Vol. 6, pp. 793–832, 1985.
Bebernes, J., and Eberly, D., Mathematical Problems from Combustion Theory, Springer Verlag, New York, New York, 1989.
Carthel, C., Glowinski, R., and Lions, J. L., On Exact and Approximate Boundary Controllabilities for the Heat Equation: A Numerical Approach, Journal of Optimization Theory and Applications, Vol. 82, pp. 429–484, 1994.
Samarskii, A. A., Galaktionov, V. A., Kurdyumov, S. P., and Mikhailov, A. P., Blow-Up in Quasilinear Parabolic Equations, Walter de Gruyter, Berlin, Germany, 1995.
Glowinski, R., and Lions, J. L., Exact and Approximate Controllability for Distributed-Parameter Systems, Part 2, Acta Numerica, pp. 159–333, 1995.
NeittaanmÄki, P., and Tiba, D., Optimal Control of Nonlinear Parabolic Systems: Theory, Algorithms, and Applications, Marcel Dekker, New York, New York, 1994.
Lions, J. L., Optimal Control of Systems Governed by Partial Differential Equations, Springer Verlag, New York, New York, 1971.
Glowinski, R., Numerical Methods for Nonlinear Variational Problems, Springer Verlag, New York, New York, 1984.
Daniel, J., The Approximate Minimization of Functionals, Prentice-Hall, Englewood Cliffs, New Jersey, 1970.
Berggren, M., Optimal Control of Time Evolution Systems: Controllability Investigations and Numerical Algorithms, PhD Dissertation, Department of Computational and Applied Mathematics, Rice University, 1995.
Griewank, A., Achieving Logarithmic Growth of Temporal and Spatial Complexity in Reverse Automatic Differentiation, Optimization Methods and Software, Vol. 1, pp. 35–54, 1992.
Lions, J. L., Very Rapid Oscillations and Control, Proceedings of the 3rd Hellenic-European Conference on Mathematics and Informatics, Hermes 96, Athens, Greece, pp. 1–10, 1996.
Barck-Holst, S., On the Numerical Simulation and Control of Systems Modeled by Partial Differential Equations, MS Thesis, Department of Mathematics, University of Houston, 1996.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
He, J.W., Glowinski, R. Neumann Control of Unstable Parabolic Systems: Numerical Approach. Journal of Optimization Theory and Applications 96, 1–55 (1998). https://doi.org/10.1023/A:1022606915736
Issue Date:
DOI: https://doi.org/10.1023/A:1022606915736