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Cutting-set methods for robust convex optimization with pessimizing oracles
robust optimization cutting-set methods semi-infi nite programming minimax optimization games
2015/8/10
We consider a general worst-case robust convex optimization problem, with arbitrary dependence on the uncertain parameters, which are assumed to lie in some given set of possible values. We describe a...
Provably Safe and Robust Learning-Based Model Predictive Control
Learning control systems robustness stability statistics Optimization and Control
2011/9/5
Abstract: Controller design for systems typically faces a trade-off between robustness and performance, and the reliability of linear controllers has caused many control practitioners to focus on the ...
Controller Synthesis for Robust Invariance of Polynomial Dynamical Systems using Linear Programming
Controller Synthesis Robust Invariance Polynomial Dynamical Systems Linear Programming
2011/8/30
Abstract: In this paper, we consider a control synthesis problem for a class of polynomial dynamical systems subject to bounded disturbances and with input constraints. More precisely, we aim at synth...
Optimal and Robust Transmit Designs for MISO Channel Secrecy by Semidefinite Programming
Optimal Robust Transmit Designs for MISO Channel Secrecy Semidefinite Programming
2011/2/22
In recent years there has been growing interest in study of multi-antenna transmit designs for
providing secure communication over the physical layer. This paper considers the scenario of an intended...
Performance Analysis of Queueing Networks via Robust Optimization
Performance Analysis of Queueing Networks Robust Optimization
2010/12/9
Performance analysis of queueing networks is one of the most challenging areas of queueing theory.Barring very specialized models such as product-form type queueing networks, there exist very few resu...