10 Numerical Methods for Constrained Optimum Design
Upon completion of this chapter, you will be able to:
• Explain basic steps of a numerical algorithm for solution of constrained optimization problems
• Explain the concepts of a descent direction and descent step for the constrained nonlinear optimization problem
• Linearize the constrained nonlinear optimization problem and define a linear programming subproblem
• Use sequential linear programming algorithm to solve constrained nonlinear optimization problems
• Define a quadratic programming subproblem for the constrained nonlinear optimization problem
• Use an optimization algorithm to solve nonlinear optimization problems
• Use Excel Solver to optimize some engineering design problems ...
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