First-order conditions

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This descends from classical optimization, using Taylor's Theorem. For unconstrained optimization, this is simply that LaTeX: \nabla f(x*) = 0. (In variational calculus, it is the Euler-Lagrange equation.) For constrained optimization, the first-order conditions of a regular mathematical program is given by the Lagrange Multiplier Rule.

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