optimal quadratic control chapter 2 w&s calculus of extrema

35
Optimal Quadratic Control Chapter 2 W&S Calculus of Extrema Dr. Hatem Elaydi EE Department, Islamic University of Gaza Feb 18, 2012

Upload: freira

Post on 16-Feb-2016

75 views

Category:

Documents


0 download

DESCRIPTION

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. - PowerPoint PPT Presentation

TRANSCRIPT

Page 1: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Optimal Quadratic ControlChapter 2 W&S

Calculus of ExtremaDr. Hatem ElaydiEE Department, Islamic University of GazaFeb 18, 2012

Page 2: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 2

Unconstrained Extrema

Page 3: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 3

Page 4: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 4

Page 5: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 5

Page 6: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 6

For multivariate functions

Page 7: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 7

Example 2.1-1

Page 8: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 8

Page 9: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 9

Back substitution & Lagrange Multiplier

Extrema of functions with equality constraints

Page 10: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 10

Page 11: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 11

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.

Example 2.2-2

Page 12: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 12

Page 13: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 13

Lagrange Multiplier Approach

Page 14: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 14

Page 15: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 15

Example 2.2-2 Using Lagrange

Page 16: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 16

Solution

Page 17: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 17

Non-scalar case

Page 18: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 18

Lagrange Multiplier: Multivariate

Page 19: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 19

Page 20: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 20

1st variation

Page 21: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 21

Page 22: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 22

Hessian

Page 23: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 23

Example 2.2-4

Page 24: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 24

Solution

Page 25: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 25

Sol…

Page 26: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 26

Example 2.2-5

Page 27: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 27

Solution

Page 28: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 28

Example 2.2-6

Page 29: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 29

Page 30: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 30

Page 31: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 31

Nonlinear Programming

Page 32: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 32

Page 33: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 33

Solution

Page 34: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 34

Sol…

Page 35: Optimal Quadratic Control Chapter 2 W&S Calculus of  Extrema

Dr. H Elaydi, EELE 6302, IUG 35

2.1, 2.3, 2.7, 2.8

Homework