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Minimizing the sum of a convex function and a specially structured nonconvex function
Abstract:A lineraly constrained global optimization problem is studied, where the objective function is the saum of a convex function g(x)a nd a nonconvex function f(x) satisfying a rank two condition. Roughly speaking, the latter means that all the nonconvexity of f(x) is concentrated on a linear manifold of dimension 2. A solution method based on exploiting this special structure is prop
Keywords:Sparse Nonconvexity  Rank Two Property  Parametric Approach
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