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Showing 1 to 2 of 2 for “"Successive Upper-bound Minimization"”.
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Resource management in wireless heterogeneous networks: an optimization perspective
… We propose a general stochastic successive upper-bound minimization approach to optimize the average/ergodic utility of the system. We specialize our method to obtain an efficient stochastic sum-rate maximization algorithm. The proposed algorithm can use the statistical knowledge …
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Successive convex approximation: analysis and applications
… approach which updates the variable blocks by successively minimizing a sequence of approximations of f which are either locally tight upper bounds of f or strictly convex local approximations of f. Different block selection rules are considered such as cyclic (Gauss-Seidel), greedy …