A system that is optimizing a function of n variables, where...

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A system that is optimizing a function of n variables, where the objective depends on a subset of size k<n, will often set the remaining unconstrained variables to extreme values. If one of those unconstrained variables is something we care about, the solution found my be highly undesireable.
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