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• W2953277499 abstract "We provide a sparse version of the bounded degree SOS hierarchy BSOS [7] for polynomial optimization problems. It permits to treat large scale problems which satisfy a structured sparsity pattern. When the sparsity pattern satisfies the running intersection property this Sparse-BSOS hierarchy of semidefinite programs (with semidefinite constraints of fixed size) converges to the global optimum of the original problem. Moreover, for the class of SOS-convex problems, finite convergence takes place at the first step of the hierarchy, just as in the dense version." @default.
• W2953277499 created "2019-06-27" @default.
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• W2953277499 date "2018-03-01" @default.
• W2953277499 modified "2023-10-18" @default.
• W2953277499 title "Sparse-BSOS: a bounded degree SOS hierarchy for large scale polynomial optimization with sparsity" @default.
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