Browsing Graduate Theses by Author "Ma, Jing, S.M. Massachusetts Institute of Technology"

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    • Recovery of primal solution in dual subgradient schemes 

      Ma, Jing, S.M. Massachusetts Institute of Technology (Massachusetts Institute of Technology, 2007)
      In this thesis, we study primal solutions for general optimization problems. In particular, we employ the subgradient method to solve the Lagrangian dual of a convex constrained problem, and use a primal-averaging scheme ...