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Nonlinear Programming

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Multiple Choice

Which of the following is a necessary condition for a local minimum of a nonlinear programming problem?

  1. The gradient of the objective function is zero.
  2. The Hessian matrix of the objective function is positive definite.
  3. The Lagrangian function is minimized.
  4. The Karush-Kuhn-Tucker conditions are satisfied.
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