CDS 140, Winter 2015: Difference between revisions
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<font color='blue' size='+2'> | <font color='blue' size='+2'>Introduction to Dynamics</font>__NOTOC__ | ||
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'''Instructors''' | '''Instructors''' | ||
* Richard Murray (CDS/BE), murray@cds.caltech.edu | * Richard Murray (CDS/BE), murray@cds.caltech.edu | ||
* Lectures: MWF, 11-12:30, | * Lectures: MWF, 11-12:30, 312 ANB | ||
* Office hours: Wed 2-3 pm (please e-mail to confirm) | * Office hours: Wed 2-3 pm (please e-mail to confirm) | ||
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* Vanessa Jonsson (CDS) | * Vanessa Jonsson (CDS) | ||
* Contact: cds140-tas@cds.caltech.edu | * Contact: cds140-tas@cds.caltech.edu | ||
* Office hours: | * Office hours: Tue, 4-5 pm, Ann 106 | ||
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| [[CDS 140a Winter 2015 Homework 1|HW 1]] <br> Due: 14 Jan (Wed) | | [[CDS 140a Winter 2015 Homework 1|HW 1]] <br> Due: 14 Jan (Wed) | ||
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| 12 Jan | | 12 Jan <br> 16 Jan | ||
| Nonlinear differential equations | | Nonlinear differential equations | ||
* Existence and uniqueness | * Existence and uniqueness | ||
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| [[CDS 140a Winter 2015 Homework 3|HW 3]] <br> Due: 28 Jan (Wed) | | [[CDS 140a Winter 2015 Homework 3|HW 3]] <br> Due: 28 Jan (Wed) | ||
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| 26 Jan | | 26 Jan <br> 30 Jan | ||
| Non-hyperbolic differential equations | | Non-hyperbolic differential equations | ||
* Lyapunov functions | * Lyapunov functions | ||
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* Poincare' map | * Poincare' map | ||
* Bendixson criterion for limit cycles in the plane | * Bendixson criterion for limit cycles in the plane | ||
* Describing functions (if time) | |||
| Perko, 3.4-3.5, 3.7 | | Perko, 3.4-3.5, 3.7 | ||
| [[CDS 140a Winter 2015 Homework 6|HW 6]] <br> Due: 18 Feb (Wed) | | [[CDS 140a Winter 2015 Homework 6|HW 6]] <br> Due: 18 Feb (Wed) | ||
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* Structural stability | * Structural stability | ||
* Bifurcation of equilibrium points | * Bifurcation of equilibrium points | ||
| Perko 4.1-4.2 | | Perko 4.1-4.2 <br> | ||
[[http:www.cds.caltech.edu/~murray/BFSwiki/index.php/Main_Page|BFS]] 3.2 and 5.4 ([[Media:cds140-wi15_bfs-sensitivity.pdf|PDF]]) | |||
| [[CDS 140a Winter 2015 Homework 7|HW 7]] <br> Due: 25 Feb (Wed) | | [[CDS 140a Winter 2015 Homework 7|HW 7]] <br> Due: 25 Feb (Wed) | ||
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| [[CDS 140a Winter 2015 Homework 8|HW 8]] <br> Due: 4 Mar (Wed) | | [[CDS 140a Winter 2015 Homework 8|HW 8]] <br> Due: 4 Mar (Wed) | ||
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| 2 Mar <br> 6 | | 2 Mar <br> 6 Mar | ||
| | | Nonlinear control systems | ||
| {{obc08|OBC}}, Chapter 1 | |||
| OBC 1.3, 1.4ab, 1.5<br> Due: 11 Mar (Wed) | |||
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| | | 9 Mar <br> | ||
| Course review | | Course review | ||
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The following additional texts may be useful for some students | The following additional texts may be useful for some students: | ||
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Latest revision as of 21:46, 1 March 2015
Introduction to Dynamics | |
Instructors
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Teaching Assistants
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Course Description
Analytical methods for the formulation and solution of initial value problems for ordinary differential equations. Basics in topics in dynamical systems in Euclidean space, including equilibria, stability, phase diagrams, Lyapunov functions, periodic solutions, Poincaré-Bendixon theory, Poincaré maps. Introduction to simple bifurcations, including Hopf bifurcations, invariant and center manifolds.
Lecture Schedule
Date | Topic | Reading | CollapseHomework |
5 Jan 7 Jan |
Linear Differential Equations
|
Perko, 1.1-1.10 |
HW 1 Due: 14 Jan (Wed) |
12 Jan 16 Jan |
Nonlinear differential equations
|
Perko, 2.1-2.6 | HW 2 Due: 21 Jan (Wed) |
21 Jan 23 Jan |
Behavior of differential equations
|
Perko, 2.7-2.10 | HW 3 Due: 28 Jan (Wed) |
26 Jan 30 Jan |
Non-hyperbolic differential equations
|
Perko, 2.11-2.13 | HW 4 Due: 4 Feb (Wed) |
4 Feb 6 Feb |
Global behavior
|
Perko, 3.1-3.3 | HW 5 Due: 11 Feb (Wed) |
9 Feb 11 Feb |
Limit cycles
|
Perko, 3.4-3.5, 3.7 | HW 6 Due: 18 Feb (Wed) |
18 Feb 20 Feb |
Bifurcations
|
Perko 4.1-4.2 |
HW 7 Due: 25 Feb (Wed) |
23 Feb 25 Feb? 27 Feb? |
Bifurcations
|
Perko 4.3-4.5 + notes | HW 8 Due: 4 Mar (Wed) |
2 Mar 6 Mar |
Nonlinear control systems | OBC, Chapter 1 | OBC 1.3, 1.4ab, 1.5 Due: 11 Mar (Wed) |
9 Mar |
Course review | Final exam Due: 18 Mar (Wed). Pick up from Nikki Fountleroy, 107 Steele Lab |
Textbook
The primary text for the course (available via the online bookstore) is
[Perko] | L. Perko, Differential Equations and Dynamical Systems, Third Edition. Springer, 2006. |
The following additional texts may be useful for some students:
[G&H] | J. Guckenheimer and P. Holmes, Nonlinear oscillations, dynamical systems, and bifurcations of vector fields. Springer-Verlag, 1990. |
[H&S] | M. Hirsch and S. Smale, Differential Equations, Dynamical Systems, and Linear Algebra. Springer-Verlag, 1990. |
[J&S] | D. Jordan and P. Smith, Nonlinear Ordinary Differential Equations: An Introduction for Scientists and Engineers, Fourth Edition. Oxford University Press, 2007. (On reserve in SFL) |
[Ver] | F. Verhulst, Nonlinear Differential Equations and Dynamical Systems, Second Edition. Springer, 2006. (On reserve in SFL) |
Grading
The final grade will be based on homework and a final exam:
- Homework (75%) - There will be 9 one-week problem sets, due in class approximately one week after they are assigned. Late homework will not be accepted without prior permission from the instructor.
- Final exam (25%) - The final will be handed out the last day of class and is due back at the end of finals week. Open book, time limit to be decided (likely N hours over a 4-8N hour period).
The lowest homework score you receive will be dropped in computing your homework average. In addition, if your score on the final is higher than the weighted average of your homework and final, your final will be used to determine your course grade.
Collaboration Policy
Collaboration on homework assignments is encouraged. You may consult outside reference materials, other students, the TA, or the instructor. Use of solutions from previous years in the course or from other external sources is not allowed. All solutions that are handed should reflect your understanding of the subject matter at the time of writing.
You can use MATLAB, Mathematica or a similar programs, but you must show the steps that would be required to obtain your answers by hand (to make sure you understand the techniques).
No collaboration is allowed on the final exam. You will also not be allowed to use computers, but the problems should be such that extensive computation is not required.