Distributed Robust Optimization for Communication Networks

  title={Distributed Robust Optimization for Communication Networks},
  author={Kai Yang and Yihong Wu and Jianwei Huang and Xiaodong Wang and Sergio Verd{\'u}},
  journal={IEEE INFOCOM 2008 - The 27th Conference on Computer Communications},
Robustness of optimization models for networking problems has been an under-explored area. Yet most existing algorithms for solving robust optimization problems are centralized, thus not suitable for many communication networking problems that demand distributed solutions. This paper represents the first step towards building a framework for designing distributed robust optimization algorithms. We first discuss several models for describing parameter uncertainty sets that can lead to… CONTINUE READING
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The price of robustness

  • B. Dimitris, M. Sim
  • Operations Research, vol. 52, no. 1, pp. 35–53…
  • 2004
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