Nonlinear Programming: Concepts, Algorithms and Applications
• Karush Kuhn-Tucker Conditions • Special Classes of Optimization Problems • Reduced Gradient Methods (GRG2, CONOPT, MINOS) • Successive Quadratic Programming (SQP) • Interior Point Methods Process Optimization • Black Box Optimization • Modular Flowsheet Optimization – Infeasible Path • The Role of Exact Derivatives
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