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I have a combinatorial optimization problem which on a first pass I think boils down to finding a path with a maximal score. The score for a path is computed by an auxiliary function.

Are there near-term/variational quantum algorithms designed for this problem? I see that QAOA etc. have only been dealt with MaxCut, Max Independent Set type problems.

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