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Optimization with a linear objective function, subject to linear equality and linear inequality constraints.
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Formulating shortest path as submodular minimization
I'm curious about the general question of whether any combinatorial optimization problem with polynomial time solution can necessarily be reformulated as minimizing a submodular function.
The answer …