CDS 140b, Spring 2014: Difference between revisions
Line 29: | Line 29: | ||
| '''Suggested Reading/Lecture Notes''' | | '''Suggested Reading/Lecture Notes''' | ||
| '''Homework''' | | '''Homework''' | ||
|- valign=top | |||
| 0 | |||
| 31 Mar <br> RMM | |||
| Course overview | |||
| | |||
| | |||
|- valign=top | |- valign=top | ||
| 1 | | 1 | ||
| | | 2 Apr <br> 4 Apr* <br> DGM | ||
| Lagrangian and Hamiltonian systems I | |||
| TBD | |||
| HW 1 | |||
|- valign=top | |||
| 2 | |||
| 9 Apr*<br>11 Apr <br> DGM | |||
| Lagrangian and Hamiltonian systems II | |||
| TBD | |||
| HW 2 | |||
|- valign=top | |||
| 3 | |||
| 18 Apr <br> 21 Apr <br> RMM | |||
| Advanced Lyapunov theory | |||
* Time-varying systems | |||
* Passivity | |||
| | |||
* Khalil 4.5, 6.1-6.5 | |||
| HW 3 | |||
|- valign=top | |||
| 4 | |||
| 28 Apr <br> 30 Apr <br> RMM | |||
| Perturbation Theory | | Perturbation Theory | ||
* Regular Perturbation | * Regular Perturbation | ||
Line 40: | Line 67: | ||
* Strogatz, 7.6 | * Strogatz, 7.6 | ||
* Verhulst, 9.1, 10.1 | * Verhulst, 9.1, 10.1 | ||
| | | HW 4 | ||
HW | |||
|- valign=top | |- valign=top | ||
| | | 5 | ||
| | | 5 May <br> 7 May <br> RMM | ||
| Averaging Method | | Averaging Method | ||
* Periodic Case | * Periodic Case | ||
Line 53: | Line 79: | ||
* Strogatz, 7.6 | * Strogatz, 7.6 | ||
* Verhulst, 11.1-11.3, 11.8 | * Verhulst, 11.1-11.3, 11.8 | ||
| HW | | HW 5 | ||
|- valign=top | |- valign=top | ||
| | | 6 | ||
| | | 12 May <br> 14 May <br> RMM | ||
| Singular Perturbations | | Singular Perturbations | ||
* Finite Interval | * Finite Interval | ||
Line 63: | Line 89: | ||
| | | | ||
* Khalil, 11.1-11.3, 11.5 | * Khalil, 11.1-11.3, 11.5 | ||
| | | HW 6 | ||
HW | |||
|- valign=top | |- valign=top | ||
| | | 7 | ||
| 21 | | 21 May <br> 23 May <br> DGM | ||
| Nonlinear control I | | Nonlinear control I | ||
* Overview of techniques | * Overview of techniques | ||
Line 76: | Line 101: | ||
* Khalil 12.2,12.5 (gain scheduling), 13.1-13.3 (feedback linearization) | * Khalil 12.2,12.5 (gain scheduling), 13.1-13.3 (feedback linearization) | ||
* Isidori (chapter 2) or Nijmeijer and van der Schaft, 3.1 (for more on controllability) | * Isidori (chapter 2) or Nijmeijer and van der Schaft, 3.1 (for more on controllability) | ||
| | | HW 7 | ||
HW | |||
|- valign=top | |- valign=top | ||
| | | 8 | ||
| 28 | | 28 May <br> 30 May<br>DGM | ||
| Nonlinear control II | | Nonlinear control II | ||
* Backstepping | * Backstepping | ||
Line 86: | Line 110: | ||
| | | | ||
* Khalil 14.3, 14.1 | * Khalil 14.3, 14.1 | ||
| HW | | HW 8 | ||
|- valign=top | |- valign=top | ||
| 9 | | 9 | ||
| | | | ||
| Project presentations | | Project presentations | ||
| <!-- Reading --> | | <!-- Reading --> |
Revision as of 21:17, 18 March 2014
Differential Equations and Dynamical Systems | |
Instructors
|
Teaching Assistants
|
Course Description
CDS 140b is a continuation of CDS 140a. A large part of the course will focus on tools from nonlinear dynamics, such as perturbation theory and averaging, advanced stability analysis, the existence of periodic orbits, bifurcation theory, chaos, etc. In addition, guest lecturers will give an introduction to current research topics in dynamical systems theory. There will be 5 homeworks throughout the term but no exams. Instead, the students are required to select a research topic and a journal paper related to CDS140b and present a brief review of the paper. The details of the projects will be discussed in the class.
Lecture Schedule
Week | Date | Topic | Suggested Reading/Lecture Notes | Homework |
0 | 31 Mar RMM |
Course overview | ||
1 | 2 Apr 4 Apr* DGM |
Lagrangian and Hamiltonian systems I | TBD | HW 1 |
2 | 9 Apr* 11 Apr DGM |
Lagrangian and Hamiltonian systems II | TBD | HW 2 |
3 | 18 Apr 21 Apr RMM |
Advanced Lyapunov theory
|
|
HW 3 |
4 | 28 Apr 30 Apr RMM |
Perturbation Theory
|
|
HW 4 |
5 | 5 May 7 May RMM |
Averaging Method
|
|
HW 5 |
6 | 12 May 14 May RMM |
Singular Perturbations
|
|
HW 6 |
7 | 21 May 23 May DGM |
Nonlinear control I
|
|
HW 7 |
8 | 28 May 30 May DGM |
Nonlinear control II
|
|
HW 8 |
9 | Project presentations |
References:
Course Textbooks
- H. Khalil, Nonlinear Systems, Prentice Hall; 3rd edition, 2001. ISBN: 978-0130673893
- S. Strogatz, Nonlinear Dynamics And Chaos, Westview Press, 1994. ISBN: 978-0738204536
- F. Verhulst, Nonlinear Differential Equations and Dynamical Systems, Springer; 2ed Edition, 1996. ISBN: 978-3540609346
Additional Sources:
- L. Perko, Differential Equations and Dynamical Systems (3rd), Springer, 2001. ISBN: 978-0387951164
- S. Wiggins, Introduction to Applied Nonlinear Dynamical Systems and Chaos, Springer; 2nd edition, 2003. ISBN: 978-0387001777
Policies
Collaboration Policy
Homeworks are to be done and handed in individually. To improve the learning process, students are encouraged to discuss the problems with, provide guidance to and get help from other students, the TAs and instructors. However, to make sure each student understands the concepts, solutions must be written independently and should reflect your understanding of the subject matter at the time of writing. Copying solutions, using solutions from previous years, having someone else type or dictate any part of the solution manual or using publicly available solutions (from the Internet) are not allowed.
Grading Policy
The final grades will be evaluated based on homework assignments (75%) and final projects (25%).
Late Homework
Each student is allowed one late day which means only one homework assignment may be handed in up to one day late. Other than this day, late homework will not be accepted. Exceptional circumstances (such as medical situations) with appropriate documentation will be considered by the instructors.
Projects
TBD