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A divide and conquer algorithm for exploiting policy function monotonicity is proposed and analyzed. To solve a … discrete problem with n states and n choices, the algorithm requires at most nlog2(n)+5n objective function evaluations. In … technique can be combined with a method exploiting concavity to reduce evaluations to 14n+2log2(n). A version of the algorithm …
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