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Optimal Quadratic Control Chapter 2 W&S Calculus of Extrema. Dr. Hatem Elaydi EE Department, Islamic University of Gaza Feb 18, 2012. Unconstrained Extrema. For multivariate functions. Example 2.1-1. Extrema of functions with equality constraints.
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Optimal Quadratic ControlChapter 2 W&SCalculus of Extrema Dr. HatemElaydi EE Department, Islamic University of Gaza Feb 18, 2012
Unconstrained Extrema Dr. H Elaydi, EELE 6302, IUG
For multivariate functions Dr. H Elaydi, EELE 6302, IUG
Example 2.1-1 Dr. H Elaydi, EELE 6302, IUG
Extrema of functions with equality constraints • Back substitution & Lagrange Multiplier Dr. H Elaydi, EELE 6302, IUG
Example 2.2-2 • A tin manufacturer wants to maximize the volume of a certain run of cans subject to that the area of tin used be a given constant. If a fixed metal thickness is assumed, a volume of thin constraint implies that the cross-sectional area is constrained. Dr. H Elaydi, EELE 6302, IUG
Lagrange Multiplier Approach Dr. H Elaydi, EELE 6302, IUG
Example 2.2-2 Using Lagrange Dr. H Elaydi, EELE 6302, IUG
Solution Dr. H Elaydi, EELE 6302, IUG
Non-scalar case Dr. H Elaydi, EELE 6302, IUG
Lagrange Multiplier: Multivariate Dr. H Elaydi, EELE 6302, IUG
1st variation Dr. H Elaydi, EELE 6302, IUG
Hessian Dr. H Elaydi, EELE 6302, IUG
Example 2.2-4 Dr. H Elaydi, EELE 6302, IUG
Solution Dr. H Elaydi, EELE 6302, IUG
Sol… Dr. H Elaydi, EELE 6302, IUG
Example 2.2-5 Dr. H Elaydi, EELE 6302, IUG
Solution Dr. H Elaydi, EELE 6302, IUG
Example 2.2-6 Dr. H Elaydi, EELE 6302, IUG
Nonlinear Programming Dr. H Elaydi, EELE 6302, IUG
Solution Dr. H Elaydi, EELE 6302, IUG
Sol… Dr. H Elaydi, EELE 6302, IUG
Homework • 2.1, 2.3, 2.7, 2.8 Dr. H Elaydi, EELE 6302, IUG