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general questions about selecting a best element from some set of available alternatives.

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If you look at "The ellipsoid method and its consequences in combinatorial optimization" by Grötschel, Lovász, and Schrijver, you'll find that optimization over $P$ is in a sense computationally equivalent … to optimization over $A(P)$. …
answered Jan 11 '11 by Andrew D. King