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INFORMS
2010
75views more  INFORMS 2010»
13 years 4 months ago
Nonconvex Robust Optimization for Problems with Constraints
Dimitris Bertsimas, Omid Nohadani, Kwong Meng Teo
MP
2008
99views more  MP 2008»
13 years 6 months ago
Efficient robust optimization for robust control with constraints
This paper proposes an efficient computational technique for the optimal control of linear discrete-time systems subject to bounded disturbances with mixed polytopic constraints o...
Paul J. Goulart, Eric C. Kerrigan, Daniel Ralph
CDC
2010
IEEE
182views Control Systems» more  CDC 2010»
13 years 1 months ago
An approximate dual subgradient algorithm for multi-agent non-convex optimization
We consider a multi-agent optimization problem where agents aim to cooperatively minimize a sum of local objective functions subject to a global inequality constraint and a global ...
Minghui Zhu, Sonia Martínez
ICASSP
2011
IEEE
12 years 9 months ago
Robust SINR-constrained MISO downlink beamforming: When is semidefinite programming relaxation tight?
We consider the robust beamforming problem under imperfect channel state information (CSI) subject to SINR constraints in a downlink multiuser MISO system. One popular approach to...
Enbin Song, Qingjiang Shi, Maziar Sanjabi, Ruoyu S...