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» Optimization Problems in Congestion Control
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INFOCOM
2008
IEEE
15 years 10 months ago
Distributed Robust Optimization for Communication Networks
—Robustness of optimization models for networking problems has been an under-explored area. Yet most existing algorithms for solving robust optimization problems are centralized,...
Kai Yang, Yihong Wu, Jianwei Huang, Xiaodong Wang,...
151
Voted
CDC
2009
IEEE
147views Control Systems» more  CDC 2009»
15 years 8 months ago
A simulation-based method for aggregating Markov chains
— This paper addresses model reduction for a Markov chain on a large state space. A simulation-based framework is introduced to perform state aggregation of the Markov chain base...
Kun Deng, Prashant G. Mehta, Sean P. Meyn
DATE
2010
IEEE
183views Hardware» more  DATE 2010»
15 years 2 months ago
Toward optimized code generation through model-based optimization
—Model-Based Development (MBD) provides an al level of abstraction, the model, which lets engineers focus on the business aspect of the developed system. MBD permits automatic tr...
Asma Charfi, Chokri Mraidha, Sébastien G&ea...
CDC
2009
IEEE
107views Control Systems» more  CDC 2009»
15 years 8 months ago
Learning approaches to the Witsenhausen counterexample from a view of potential games
— Since Witsenhausen put forward his remarkable counterexample in 1968, there have been many attempts to develop efficient methods for solving this non-convex functional optimiz...
Na Li, Jason R. Marden, Jeff S. Shamma
ICRA
2008
IEEE
137views Robotics» more  ICRA 2008»
15 years 10 months ago
Communication-aware trajectory tracking
— This paper investigates the scenario of a robot making a tradeoff between tracking a time-varying reference trajectory and stopping to communicate at points where the radio sig...
Magnus Lindhé, Karl Henrik Johansson