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INFORMS
2010
75views more  INFORMS 2010»
13 years 9 months ago
Nonconvex Robust Optimization for Problems with Constraints
Dimitris Bertsimas, Omid Nohadani, Kwong Meng Teo
MP
2008
99views more  MP 2008»
13 years 11 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 6 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
13 years 2 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...