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SIAMJO
2010
88views more  SIAMJO 2010»
13 years 6 months ago
A Primal-Dual Exterior Point Method for Nonlinear Optimization
In this paper, a primal dual method for general possible nonconvex nonlinear optimization problems is considered. The method is an exterior point type method which means that it p...
Hiroshi Yamashita, Takahito Tanabe
EOR
2007
105views more  EOR 2007»
13 years 11 months ago
Newton's method and its use in optimization
Newton’s method is a basic tool in numerical analysis and numerous applications, including operations research and data mining. We survey the history of the method, its main ide...
Boris T. Polyak
MP
2008
61views more  MP 2008»
13 years 11 months ago
How good are interior point methods? Klee-Minty cubes tighten iteration-complexity bounds
Abstract By refining a variant of the Klee
Antoine Deza, Eissa Nematollahi, Tamás Terl...
CORR
2007
Springer
128views Education» more  CORR 2007»
13 years 11 months ago
Model Selection Through Sparse Maximum Likelihood Estimation
We consider the problem of estimating the parameters of a Gaussian or binary distribution in such a way that the resulting undirected graphical model is sparse. Our approach is to...
Onureena Banerjee, Laurent El Ghaoui, Alexandre d'...
ECCV
2008
Springer
15 years 1 months ago
Solving Image Registration Problems Using Interior Point Methods
Abstract. This paper describes a novel approach to recovering a parametric deformation that optimally registers one image to another. The method proceeds by constructing a global c...
Camillo J. Taylor, Arvind Bhusnurmath