ACM 101/AM 125b/CDS 140a, Winter 2013: Difference between revisions

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{{warning|This page is out of date.  Please refer to the [[CDS 140a]] page for the latest information}}
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'''Instructors'''
'''Instructors'''
* Richard Murray (CDS/BE)
* Richard Murray (CDS/BE), murray@cds.caltech.edu
* Gentian Buzi (CDS)
* Doug MacMartin (CDS), macmardg@cds.caltech.edu
* Lectures: Tu/Th, 9-10:30, 105 ANB
* Lectures: Tu/Th, 9-10:30, 105 ANB
* Office hours: Wed 2-3 pm (please e-mail to confirm)
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'''Teaching Assistants'''
'''Teaching Assistants'''
* Molei Tao (CDS)
* Katheryn Broersma (CDS), katheryn@caltech.edu
* Zhaoqian (Steven) Xie (CDS)
* Vanessa Jönsson (CDS), vjonsson@caltech.edu
* Office hours: Mon 2-3pm, 314 ANB; Wed 12-2pm, 107 ANB
* Office hours: Fridays, 11-12 in 314 ANB; Mondays, 12-1 in 243 ANB
* [https://piazza.com/caltech/winter2013/cds140 Piazza]
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===Announcements ===
===Announcements ===
* 02 Mar 2011: For those interested, we have posted an [[Media:cds140a-wi11-CMTLimitCycleExample.pdf|example]] illustrating the use of CMT and Lyapunov functions.
 
* 08 Feb 2011: [[Media:cds140a-wi11-hw6.pdf|HW #6]] is now posted; due 17 Feb 2011
* 16 Dec 2012: set up [https://piazza.com/caltech/winter2013/cds140 Piazza] page + added additional course info
* 01 Feb 2011: [[Media:cds140a-wi11-hw5-newstyle.pdf|HW #5]] is now posted; due 10 Feb 2011
* 23 Aug 2012: web page creation
* 25 Jan 2011: [[CDS 140a Winter 2011 Homework 4|HW #4]] is now posted; due 3 Feb 2011
* 18 Jan 2011: [[CDS 140a Winter 2011 Homework 3|HW #3]] is now posted; due 27 Jan 2011
* 11 Jan 2011: [[CDS 140a Winter 2011 Homework 2|HW #2]] is now posted; due 20 Jan 2011
* 6 Jan 2011: Office hours for HW #1 will be on 10 Jan (Mon) from 4-6 pm in 235 ANB; office hours for future weeks will be on Wednesdays from 12-2 in 235 ANB
* 6 Jan 2011: Course ombuds: Jeff Amelang and Matanya Horowitz
* 3 Jan 2011: [[CDS 140a Winter 2011 Homework 1|HW #1]] is now posted; due 11 Jan 2011
* 14 Nov 2010: web page creation


=== Lecture Schedule ===
=== Lecture Schedule ===


{| width=100% border=1 cellspacing=0 cellpadding=5
{| class="mw-collapsible " width=100% border=1 cellpadding=5
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| '''Date'''
| '''Date'''
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|- valign=top
|- valign=top
|- valign=top
|- valign=top
| 8 Jan <br> 11 Jan
| 8 Jan <br> 10 Jan <br> RMM
| Linear Differential Equations I
| Linear Differential Equations I
* Course overview and administration
* Course overview and administration
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Perko, 1.1-1.6<br>
Perko, 1.1-1.6<br>
Optional:
Optional:
* J&S, Ch 1<br>
* J&S, Ch 1; Sec 2.1-2.5
* J&S, 2.1-2.5
* Ver, Sec 5.1-5.2; 6.1-6.2
| [[CDS 140a Winter 2011 Homework 1|HW 1]]
| [[CDS 140a Winter 2013 Homework 1|HW 1]] <br> Due: 15 Jan (Tue)
|- valign=top
|- valign=top
| 15 Jan <br> 17 Jan
| 15 Jan <br> 17 Jan <br> RMM
| Linear Differential Equations II
| Linear Differential Equations II
* S + N decomposition, Jordan form
* S + N decomposition, Jordan form
* Stability theory
* Stability theory
* Linear systems with inputs (nonhomogeneous systems)
* Linear systems with inputs (nonhomogeneous systems)
* Boundary value problems
* Boundary value problems (if time)
| Perko, 1.7-1.10 + notes
| Perko, 1.7-1.10 + notes
| [[CDS 140a Winter 2011 Homework 2|HW 2]]
| [[CDS 140a Winter 2013 Homework 2|HW 2]] <br> Due: 22 Jan (Tue)
|- valign=top
|- valign=top
| 22 Jan <br> 24 Jan
| 22 Jan <br> 24 Jan <br> RMM
| Nonlinear differential equations
| Nonlinear differential equations
* Existence and uniqueness
* Existence and uniqueness
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* Linearization
* Linearization
| Perko, 2.1-2.6
| Perko, 2.1-2.6
| [[CDS 140a Winter 2011 Homework 3|HW 3]]
| [[CDS 140a Winter 2013 Homework 3|HW 3]] <br> Due: 29 Jan (Tue)
|- valign=top
|- valign=top
| 29 Jan <br> 31 Jan
| 29 Jan* <br> 31 Jan <br> DGM
| Behavior of differential equations
| Behavior of differential equations
* Stable and unstable manifolds   
* Stable and unstable manifolds   
* Stability of equilibrium points
* Stability of equilibrium points
| Perko, 2.7-2.10  
| Perko, 2.7-2.10  
<!--
* [[Media:cds140a-wi11-Week4Notes.pdf|Some notes]]
* [[Media:cds140a-wi11-Week4Notes.pdf|Some notes]]
* [[Media:cds140a-wi11-InvManRemark.pdf|Remark on invariant manifolds]]
* [[Media:cds140a-wi11-InvManRemark.pdf|Remark on invariant manifolds]]
| | [[CDS 140a Winter 2011 Homework 4|HW 4]]
-->
| | [[CDS 140a Winter 2013 Homework 4|HW 4]] <br> Due: 5 Feb (Tue)
|- valign=top
|- valign=top
| 5 Feb <br> 7 Feb
| 5 Feb* <br> 7 Feb <br> DGM
| Non-hyperbolic differential equations
| Non-hyperbolic differential equations
* Lyapunov functions
* Lyapunov functions
* Center manifold theorem
* Center manifold theorem
| Perko, 2.11-2.13
| Perko, 2.11-2.13
<!--
* [[Media:cds140a-wi11-Week5Notes.pdf|Notes on Lyapunov]]
* [[Media:cds140a-wi11-Week5Notes.pdf|Notes on Lyapunov]]
* [[Media:cds140a-wi11-Week5NotesCMT.pdf|Notes on Center Manifold]]
* [[Media:cds140a-wi11-Week5NotesCMT.pdf|Notes on Center Manifold]]
* [[Media:cds140a-wi11-CMTLimitCycleExample.pdf|An Example (Center Manifold / Limit Cycle)]]
* [[Media:cds140a-wi11-CMTLimitCycleExample.pdf|An Example (Center Manifold / Limit Cycle)]]
| [[Media:cds140a-wi11-hw5-newstyle.pdf|HW 5]]
-->
| [[CDS 140a Winter 2013 Homework 5|HW 5]] <br> Due: 12 Feb (Tue)
|- valign=top
|- valign=top
| 12 Feb <br> 14 Feb
| 12 Feb <br> 14 Feb* <br> DGM
| Hamiltonian systems
| Hamiltonian systems
* Gradient and Hamiltonian systems
* Gradient and Hamiltonian systems
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* Applications
* Applications
| Perko 2.14 + notes
| Perko 2.14 + notes
* [http://www.cds.caltech.edu/~macmardg/courses/cds140a/L6-Hamiltonian.pdf Scanned lecture notes]
* [http://www.cds.caltech.edu/~macmardg/courses/cds140a/MarsdenMechSystems.pdf Marsden, Mechanical systems]
<!--
* [[Media:cds140a-wi11-Week6NotesHamGrad.pdf|Gradient and Hamiltonian Systems]]
* [[Media:cds140a-wi11-Week6NotesHamGrad.pdf|Gradient and Hamiltonian Systems]]
* [[Media:cds140a-wi11-Week6NotesLagHamSum.pdf|Lagrangian, Summary]]
* [[Media:cds140a-wi11-Week6NotesLagHamSum.pdf|Lagrangian, Summary]]
| [[Media:cds140a-wi11-hw6.pdf|HW 6]]
-->
| [[CDS 140a Winter 2013 Homework 6|HW 6]] <br> Due: 19 Feb (Tue)
|- valign=top
|- valign=top
| 19&nbsp;Feb* <br> 21 Feb <br> 26 Feb
| 19&nbsp;Feb <br> 21 Feb* <br> 26 Feb <br> RMM
| Limit cycles
| Limit cycles
* Limit sets and attractors
* Limit sets and attractors
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* Poincare' map
* Poincare' map
* Bendixson criterion for limit cycles in the plane
* Bendixson criterion for limit cycles in the plane
| Perko, 3.1-3.5, 3.9
| Perko, 3.1-3.5, 3.7, 3.9
<!--
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L7-1_orbits-15Feb11.pdf Lecture notes on orbits and attractors]
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L7-1_orbits-15Feb11.pdf Lecture notes on orbits and attractors]
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L7-2_limitcycles-17Feb11.pdf Lecture notes on limit cycles]
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L7-2_limitcycles-17Feb11.pdf Lecture notes on limit cycles]
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L7-3_bfs_oscillators.pdf BFS notes on oscillators]
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L7-3_bfs_oscillators.pdf BFS notes on oscillators]
| [[CDS 140a Winter 2011 Homework 7|HW 7]]
-->
| [[CDS 140a Winter 2013 Homework 7|HW 7]] <br> Due: 5 Mar (Tue)
|- valign=top
|- valign=top
|- valign=top
|- valign=top
| 28 Feb <br> 5 Mar <br> 7 Mar*
| 28 Feb <br> 5 Mar <br> 7 Mar* <br> RMM
| Bifurcations
| Bifurcations
* Structural stability
* Structural stability
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* Hopf bifurcation
* Hopf bifurcation
| Perko 4.1-4.4 + notes
| Perko 4.1-4.4 + notes
<!--
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L8-1_parmsens-24Feb11.pdf Lecture notes on structural stability, parameter sensitivity]
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L8-1_parmsens-24Feb11.pdf Lecture notes on structural stability, parameter sensitivity]
-->
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L8-1_bfs_sensitivity.pdf BFS notes on parameter sensitivity]
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L8-1_bfs_sensitivity.pdf BFS notes on parameter sensitivity]
<!--
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L8-2_bifurcations-01Mar11.pdf Lecture notes on bifurcations]
* [http://www.cds.caltech.edu/~murray/courses/cds140/wi11/caltech/L8-2_bifurcations-01Mar11.pdf Lecture notes on bifurcations]
| [[CDS 140a Winter 2011 Homework 8|HW 8]]
-->
| [[CDS 140a Winter 2013 Homework 8|HW 8]] <br> Due: 12 Mar (Tue)
|- valign=top
|- valign=top
| 12 Mar <br>  
| 12 Mar <br>  
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| align=right | &nbsp;[J&S]&nbsp;
| align=right | &nbsp;[J&S]&nbsp;
| D. Jordan and P. Smith, Nonlinear Ordinary Differential Equations: An Introduction for Scientists and Engineers, Fourth Edition.  Oxford University Press, 2007.
| D. Jordan and P. Smith, Nonlinear Ordinary Differential Equations: An Introduction for Scientists and Engineers, Fourth Edition.  Oxford University Press, 2007.
|- valign=top
| align=right | &nbsp;[Ver]&nbsp;
| F. Verhulst, Nonlinear Differential Equations and Dynamical Systems, Second Edition.  Springer, 2006.
|}
|}


=== Grading ===
=== Grading ===
The final grade will be based on homework and a final exam:
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.
* Homework (75%) - There will be 8 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).  
* 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).  



Latest revision as of 06:31, 11 November 2013

WARNING: This page is out of date. Please refer to the CDS 140a page for the latest information

Differential Equations and Dynamical Systems

Instructors

  • Richard Murray (CDS/BE), murray@cds.caltech.edu
  • Doug MacMartin (CDS), macmardg@cds.caltech.edu
  • Lectures: Tu/Th, 9-10:30, 105 ANB
  • Office hours: Wed 2-3 pm (please e-mail to confirm)

Teaching Assistants

  • Katheryn Broersma (CDS), katheryn@caltech.edu
  • Vanessa Jönsson (CDS), vjonsson@caltech.edu
  • Office hours: Fridays, 11-12 in 314 ANB; Mondays, 12-1 in 243 ANB
  • Piazza

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.

Announcements

  • 16 Dec 2012: set up Piazza page + added additional course info
  • 23 Aug 2012: web page creation

Lecture Schedule

Date Topic Reading CollapseHomework
8 Jan
10 Jan
RMM
Linear Differential Equations I
  • Course overview and administration
  • Linear differential equations
  • Matrix exponential, diagonalization
  • Stable and unstable spaces
  • Planar systems, behavior of solutions

Perko, 1.1-1.6
Optional:

  • J&S, Ch 1; Sec 2.1-2.5
  • Ver, Sec 5.1-5.2; 6.1-6.2
HW 1
Due: 15 Jan (Tue)
15 Jan
17 Jan
RMM
Linear Differential Equations II
  • S + N decomposition, Jordan form
  • Stability theory
  • Linear systems with inputs (nonhomogeneous systems)
  • Boundary value problems (if time)
Perko, 1.7-1.10 + notes HW 2
Due: 22 Jan (Tue)
22 Jan
24 Jan
RMM
Nonlinear differential equations
  • Existence and uniqueness
  • Flow of a differential equation
  • Linearization
Perko, 2.1-2.6 HW 3
Due: 29 Jan (Tue)
29 Jan*
31 Jan
DGM
Behavior of differential equations
  • Stable and unstable manifolds
  • Stability of equilibrium points
Perko, 2.7-2.10 HW 4
Due: 5 Feb (Tue)
5 Feb*
7 Feb
DGM
Non-hyperbolic differential equations
  • Lyapunov functions
  • Center manifold theorem
Perko, 2.11-2.13 HW 5
Due: 12 Feb (Tue)
12 Feb
14 Feb*
DGM
Hamiltonian systems
  • Gradient and Hamiltonian systems
  • Energy based stability methods
  • Applications
Perko 2.14 + notes HW 6
Due: 19 Feb (Tue)
19 Feb
21 Feb*
26 Feb
RMM
Limit cycles
  • Limit sets and attractors
  • Periodic orbits and limit cycles
  • Poincare' map
  • Bendixson criterion for limit cycles in the plane
Perko, 3.1-3.5, 3.7, 3.9 HW 7
Due: 5 Mar (Tue)
28 Feb
5 Mar
7 Mar*
RMM
Bifurcations
  • Structural stability
  • Bifurcation of equilibrium points
  • Hopf bifurcation
Perko 4.1-4.4 + notes HW 8
Due: 12 Mar (Tue)
12 Mar
Course review

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 (on reserve in SFL):

 [J&S]  D. Jordan and P. Smith, Nonlinear Ordinary Differential Equations: An Introduction for Scientists and Engineers, Fourth Edition. Oxford University Press, 2007.
 [Ver]  F. Verhulst, Nonlinear Differential Equations and Dynamical Systems, Second Edition. Springer, 2006.

Grading

The final grade will be based on homework and a final exam:

  • Homework (75%) - There will be 8 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.

No collaboration is allowed on the final exam.

Old Announcements