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In the literature, there are examples of reductions from discrete optimization problems to continuous optimization problems. I am aware that reductions are normally used to prove the complexity class of problems. However, I am wondering whether there are cases of continuous optimization problems solved via reduction to a combinatorial optimization problem (or maybe the other way around). If so, could you please name a few examples?

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