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SIAMJO
2008
92views more  SIAMJO 2008»
15 years 3 months ago
An Active-Set Newton Method for Mathematical Programs with Complementarity Constraints
For a mathematical program with complementarity constraints (MPCC), we propose an active-set Newton method, which has the property of local quadratic convergence under the MPCC lin...
Alexey F. Izmailov, Mikhail V. Solodov
133
Voted
AUTOMATICA
2005
115views more  AUTOMATICA 2005»
15 years 3 months ago
Robust constrained predictive control using comparison model
This paper proposes a quadratic programming (QP) approach to robust model predictive control (MPC) for constrained linear systems having both model uncertainties and bounded distu...
Hiroaki Fukushima, Robert R. Bitmead
156
Voted
IVC
2007
188views more  IVC 2007»
15 years 3 months ago
Integration of deformable contours and a multiple hypotheses Fisher color model for robust tracking in varying illuminant enviro
In this paper, we propose a new technique to perform figure-ground segmentation in image sequences of moving objects under varying illumination conditions. Unlike most of the alg...
Francesc Moreno-Noguer, Alberto Sanfeliu, Dimitris...
147
Voted
ICRA
2010
IEEE
213views Robotics» more  ICRA 2010»
15 years 2 months ago
A switching control law for a networked visual servo control system
— In this paper, a novel switching controller is proposed for a networked visual servo control system with varying feedback delay due to image processing and data transmission. T...
Haiyan Wu, Chih-Chung Chen, Jiayun Feng, Kolja K&u...
140
Voted
JMLR
2010
135views more  JMLR 2010»
15 years 2 months ago
Bundle Methods for Regularized Risk Minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and differen...
Choon Hui Teo, S. V. N. Vishwanathan, Alex J. Smol...