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Algorithms for Convex Optimization

minimum cuts, and perfect matchings in graphs, to linear optimization over 0-1-polytopes, to submodular function minimization, to computing maximum entropy distributions over combinatorial polytopes. The book is self-contained and starts with a review of calculus, linear alge-bra, geometry, dynamical systems, and graph theory in Chapter 2 ...

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