Abstract
We apply optimal control techniques to find approximate solutions to an inverse problem for the acoustic wave equation. The inverse problem (assumed here to have a solution) is to determine the boundary refection coefficient from partial measurements of the acoustic signal. The sought reflection coefficient is treated as a control and the goal — quantified by an objective functional — is to drive the model solution close to the experimental data by adjusting this coefficient. The problem is solved by finding the optimal control that minimizes the objective functional. Then by driving the “cost of the control” to zero one proves that the sequence of optimal controls represents a converging sequence of estimates for the solution of the inverse problem. Compared to classical regularization methods (e.g. Tikhonov coupled with optimization schemes), our approach yields: (i) a systematic procedure to solve inverse problems of identification type and (ii) an explicit expression for the approximations of the solution.
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References
H.T. Banks and K. Kunisch, Estimation Techniques for Distributed Parameter Systems, Birkhäuser, Boston, 1989.
V. Barbu and N. H. Pavel, Determining the acoustic impedance in the 1-D wave equation via an optimal control problem, SIAM J. Optimal Control 35 (1997), 1544–1556.
B.P. Belinskiy, J.P. Dauer, C. Martin, and M.A. Shubov, On controllability of an oscillating continuum with a viscous damping,preprint.
J. Chavent, On parameter idenitifiability, Proceedings of the 7th IFAC Symposium on Identification and System Parameter Estimations, Pergamon Press, York, 1985, pp. 531–36.
J. D. Craig and C. Brown, Inverse Problems in Astronomy, Adam Hilger Ltd., Bristol and Boston, 1986.
L.C. Evans, Partial Differential Equations Vol. 3B (1993), Berkeley Math Lecture Notes, Berkeley.
K.D. Graham and D.L. Russell, Boundary value control of the wave equation in a spherical region, SIAM Journal on Control 13 (1975), 174–196.
C.W. Groetsch, Inverse Problems in the Mathematical Sciences, Vieweg, Braunschweig, Wiesbaden, 1993.
F. James and M. Sepulveda, Parameter identification for a model of chromatographic column, Inverse Problems 10 (1994), 367–385.
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© 2000 Springer Science+Business Media Dordrecht
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Lenhart, S., Protopopescu, V., Yong, J. (2000). Identification of a Reflection Boundary Coefficient in an Acoustic Wave Equation by Optimal Control Techniques. In: Gilbert, R.P., Kajiwara, J., Xu, Y.S. (eds) Direct and Inverse Problems of Mathematical Physics. International Society for Analysis, Applications and Computation, vol 5. Springer, Boston, MA. https://doi.org/10.1007/978-1-4757-3214-6_14
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DOI: https://doi.org/10.1007/978-1-4757-3214-6_14
Publisher Name: Springer, Boston, MA
Print ISBN: 978-1-4419-4818-2
Online ISBN: 978-1-4757-3214-6
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