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For questions involving the concept of convexity

8 votes

Is all non-convex optimization heuristic?

Well, there is at least one nonconvex problem, that we can solve exactly and fast: lower rank approximation. Find matrix $B$ such that $rank(B)=k$ "nearest" to matrix $A$ of rank $m>k$. That problem c …
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