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Penalization method for WAPE adjoint based inversion of an acoustic field
Meyer, M.; Hermand, J.-P.; Le Gac, J.-C.; Asch, M. (2004). Penalization method for WAPE adjoint based inversion of an acoustic field, in: Simons, D.G. et al. Proceedings of the Seventh European Conference on Underwater Acoustics, ECUA 2004, Delft, The Netherlands, 5 - 8 July, 2004. pp. 727-732
In: Simons, D.G.; Blacquière, G. (2004). Proceedings of the Seventh European Conference on Underwater Acoustics, ECUA 2004, Delft, The Netherlands, 5 - 8 July, 2004. TNO Physics and Electronics Laboratory: The Hague. ISBN 90-5986-080-2. , more
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Document type: Conference paper
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  • Meyer, M., more
  • Hermand, J.-P., more
  • Le Gac, J.-C.
  • Asch, M., more
Abstract
    Penalization methods are required for the successful use of full-field acoustic inversion methods in the assessment of a shallow water environment. Regularization incorporates additional information about the desired solution in order to stabilize ill-posed inverse problems and identify useful solutions. In this paper the application of penalization methods to the adjoint optimization formalism is investigated. A side constraint is imposed on the optimal boundary control of a Claerbout’s wide-angle parabolic equation model. The cost function is augmented into a weighted combination of the residual norm of the measured-predicted acoustic fields and the side constraint. Using an adjoint-based conjugate gradient optimization approach, penalization results are compared for different values of the regularization parameter that controls the weight given to the minimization of the side constraint relative to that of the residual.
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