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» Some new iterative methods with three-order convergence
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CDC
2010
IEEE
130views Control Systems» more  CDC 2010»
13 years 2 months ago
A fast well-conditioned interior point method for predictive control
Interior point methods (IPMs) have proven to be an efficient way of solving quadratic programming problems in predictive control. A linear system of equations needs to be solved in...
Amir Shahzad, Eric C. Kerrigan, George A. Constant...
AMC
2007
95views more  AMC 2007»
13 years 7 months ago
On a new class parametrized Newton-like method for semismooth equations
: An extension of some smooth parametrized Newton-like method to the semismooth case is presented in this paper. Thus, the problems due to the fact the B-differential is singular ...
Marek J. Smietanski
SIAMIS
2011
13 years 2 months ago
Gradient-Based Methods for Sparse Recovery
The convergence rate is analyzed for the sparse reconstruction by separable approximation (SpaRSA) algorithm for minimizing a sum f(x) + ψ(x), where f is smooth and ψ is convex, ...
William W. Hager, Dzung T. Phan, Hongchao Zhang
SIAMSC
2010
132views more  SIAMSC 2010»
13 years 2 months ago
Some Improvements for the Fast Sweeping Method
In this paper, we outline two improvements to the fast sweeping method to improve the speed of the method in general and more specifically in cases where the speed is changing rapi...
Stanley Bak, Joyce R. McLaughlin, Daniel Renzi
MMAS
2010
Springer
13 years 2 months ago
A Nonlinear PDE-Based Method for Sparse Deconvolution
In this paper, we introduce a new nonlinear evolution partial differential equation for sparse deconvolution problems. The proposed PDE has the form of continuity equation that ar...
Yu Mao, Bin Dong, Stanley Osher