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Adrian Doicu Franz Schreier Michael Hess 《Journal of Quantitative Spectroscopy & Radiative Transfer》2004,83(1):47-61
In this paper we present different inversion algorithms for nonlinear ill-posed problems arising in atmosphere remote sensing. The proposed methods are Landweber's method (LwM), the iteratively regularized Gauss-Newton method, and the conventional and regularizing Levenberg-Marquardt method. In addition, some accelerated LwMs and a technique for smoothing the Levenberg-Marquardt solution are proposed. The numerical performance of the methods is studied by means of simulations. Results are presented for an inverse problem in atmospheric remote sensing, i.e., temperature sounding with an airborne uplooking high-resolution far-infrared spectrometer. 相似文献
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Carsten Franz 《Proceedings of the American Mathematical Society》2006,134(8):2437-2446
A method to approximate the eigenvalues of linear operators depending on an unknown distribution is introduced and applied to weighted sums of squared normally distributed random variables. This area of application includes the approximation of the asymptotic null distribution of certain degenerated U- and V-statistics.
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We describe links between a recently introduced semidefinite relaxation for the max-cut problem and the well known semidefinite
relaxation for the stable set problem underlying the Lovász’s theta function. It turns out that the connection between the
convex bodies defining the semidefinite relaxations mimics the connection existing between the corresponding polyhedra. We
also show how the semidefinite relaxations can be combined with the classical linear relaxations in order to obtain tighter
relaxations.
This work was done while the author visited CWI, Amsterdam, The Netherlands.
Svata Poljak untimely deceased in April 1995. We shall both miss Svata very much. Svata was an excellent colleague, from whom
we learned a lot of mathematics and with whom working was always a very enjoyable experience; above all, Svata was a very
nice person and a close friend of us.
The research was partly done while the author visited CWI, Amsterdam, in October 1994 with a grant fom the Stieltjes Institute,
whose support is gratefully acknowledged. Partially supported also by GACR 0519.
Research support by Christian Doppler Laboratorium für Diskrete Optimierung. 相似文献
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