Question: Linear programs are desirable because the can run relatively quickly and when a solution is found we know the solution to be globally optimal. However,

Linear programs are desirable because the can run relatively quickly and when a solution is found we know the solution to be globally optimal. However, that is not always the case with non-linear programs. Under which condition can you be certain that your solution to a non-linear program is a global optimal? if all the non-linear elements are smooth with no discontinuities. When the solution converges When you use a generalized reduced gradient algorithm rather than an evolutionary algorithm to solve it When the feasible space is Convex

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