Canards and Horseshoes in the Forced van der Pol...

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FIRST [0] PREV NEXT [2] LAST QUIT Equadiff 2003 Singular Perturbations Mini-Symposium Canards and Horseshoes in the Forced van der Pol Equation Warren Weckesser Department of Mathematics Colgate University Warren Weckesser, Equadiff 2003 – p. 1

Transcript of Canards and Horseshoes in the Forced van der Pol...

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Equadiff 2003 Singular Perturbations Mini-Symposium

Canards and Horseshoesin the

Forced van der Pol EquationWarren Weckesser

Department of Mathematics

Colgate University

Warren Weckesser, Equadiff 2003 – p. 1

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Collaborators

Warren Weckesser, Equadiff 2003 – p. 2

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Collaborators

❏ John Guckenheimer, Cornell University

❏ Kathleen Hoffman, University of Maryland, Baltimore County

Warren Weckesser, Equadiff 2003 – p. 2

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Collaborators

❏ John Guckenheimer, Cornell University

❏ Kathleen Hoffman, University of Maryland, Baltimore County

❏ Ricardo Oliva, Lawrence Berkeley National Lab

❏ Undergraduates (REU Summer 2002 at Cornell)Katy Bold, Chantal Edwards, Saby Guharay, Judith Hubbard, Chris Lipa

Warren Weckesser, Equadiff 2003 – p. 2

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Brief History

� � � � � � � � � � � � � � � � � � � � �

❏ 1926 van der Pol ( �): relaxation oscillations

❏ 1927 van der Pol and van der Mark: hysteresis and bistability

❏ 1940. . . Cartwright and Littlewood (chaos before “chaos”)

❏ 1949 Levinson: simplified piecewise linear model. Inspired...

❏ 1963 Smale: Horseshoe Map

❏ 1978 Levi: further simplified model, symbolic dynamics

❏ 1980’s Grasman (et al): Asymptotic analysis

❏ � � � Many more analytical and numerical studies

Warren Weckesser, Equadiff 2003 – p. 3

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Rewrite in Standard Fast/Slow Form

� � � � � � � � � � � � � � � � � � � � �

Warren Weckesser, Equadiff 2003 – p. 4

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Rewrite in Standard Fast/Slow Form

� � � � � � � � � � � � � � � � � � � � �

New parameters: � � � � � , � ����

New variables:

� � � �, � � �, � � � � � � � � � � �

Then

� � � � ��� �� � �

� � � � � � � � �� � �

� � �

Warren Weckesser, Equadiff 2003 – p. 4

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Rewrite in Standard Fast/Slow Form

� � � � � � � � � � � � � � � � � � � � �

New parameters: � � � � � , � ����

New variables:

� � � �, � � �, � � � � � � � � � � �

Then

� � � � ��� �� � �

� � � � � � � � �� � �

� � �Symmetry: � � �, � � �, � � � � � �

Warren Weckesser, Equadiff 2003 – p. 4

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Slow and Fast Subsystems

� � � � ��� �� � �

� � � � � � � � �� � �

� � �

Warren Weckesser, Equadiff 2003 – p. 5

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Slow and Fast Subsystems

� � � � ��� �� � �

� � � � � � � � �� � �

� � �� �

Slow Subsystem (DAE)

� �� �� � �

� � � � � � � � �� � �

� � �

Warren Weckesser, Equadiff 2003 – p. 5

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Slow and Fast Subsystems

� � � � ��� �� � �

� � � � � � � � �� � �

� � �� �

Slow Subsystem (DAE)

� �� �� � �

� � � � � � � � �� � �

� � �

Eliminate � and desingularize

� � � � � � � � �

� � � � � � � � � �

(Time reversed for

! " ! # �.)

Warren Weckesser, Equadiff 2003 – p. 5

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Slow and Fast Subsystems

� � � � ��� �� � �

� � � � � � � � �� � �

� � �� �

Slow Subsystem (DAE)

� �� �� � �

� � � � � � � � �� � �

� � �

Eliminate � and desingularize

� � � � � � � � �

� � � � � � � � � �

(Time reversed for

! " ! # �.)

� � � � � � ��� �� � �

� � � � � � � � � � �� � � �

� � � �

Warren Weckesser, Equadiff 2003 – p. 5

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Slow and Fast Subsystems

� � � � ��� �� � �

� � � � � � � � �� � �

� � �� �

Slow Subsystem (DAE)

� �� �� � �

� � � � � � � � �� � �

� � �

Eliminate � and desingularize

� � � � � � � � �

� � � � � � � � � �

(Time reversed for

! " ! # �.)

� � � � � � ��� �� � �

� � � � � � � � � � �� � � �

� � � �� �

Fast Subsystem

� � � ��� �� � �

� � �,� � �

Warren Weckesser, Equadiff 2003 – p. 5

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Slow and Fast Subsystems

� � � � ��� �� � �

� � � � � � � � �� � �

� � �� �

Slow Subsystem (DAE)

� �� �� � �

� � � � � � � � �� � �

� � �

Eliminate � and desingularize

� � � � � � � � �

� � � � � � � � � �

(Time reversed for

! " ! # �.)

� � � � � � ��� �� � �

� � � � � � � � � � �� � � �

� � � �� �

Fast Subsystem

� � � ��� �� � �

� � �,� � �

Critical Manifold� $ � � � � �

Warren Weckesser, Equadiff 2003 – p. 5

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Phase Space

0

0.2

0.4

0.6

0.8

1−2 −1.5 −1 −0.5 0 0.5 1 1.5 2

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

y

Warren Weckesser, Equadiff 2003 – p. 6

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Phase Space

0

0.2

0.4

0.6

0.8

1−2 −1.5 −1 −0.5 0 0.5 1 1.5 2

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

y

Critical Manifold, Slow Subsystem

Warren Weckesser, Equadiff 2003 – p. 6

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Phase Space

0

0.2

0.4

0.6

0.8

1−2 −1.5 −1 −0.5 0 0.5 1 1.5 2

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

y

Fast Subsystem

Warren Weckesser, Equadiff 2003 – p. 6

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Phase Space

0

0.2

0.4

0.6

0.8

1−2 −1.5 −1 −0.5 0 0.5 1 1.5 2

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

y

Example: Periodic Orbit

Warren Weckesser, Equadiff 2003 – p. 7

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Phase Space

0

0.2

0.4

0.6

0.8

1−2

−1.5

−1

−0.5

0

0.5

1

1.52

−2

−1

0

1

2

x

θ

y

Warren Weckesser, Equadiff 2003 – p. 7

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Phase Space

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

−2

0

2

x

θ

y

Warren Weckesser, Equadiff 2003 – p. 7

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Phase Space

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

x

Warren Weckesser, Equadiff 2003 – p. 7

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Phase Space

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

x

Warren Weckesser, Equadiff 2003 – p. 8

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Canards at the Folded Saddle

❏ If % �, there is a pair of folded equilibria (pseudo-singular points) on eachfold. One is a saddle, the other is either a node or a spiral.

Warren Weckesser, Equadiff 2003 – p. 9

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Canards at the Folded Saddle

❏ If % �, there is a pair of folded equilibria (pseudo-singular points) on eachfold. One is a saddle, the other is either a node or a spiral.

❏ Canards form at folded saddles.(Benoit 1983; Mischenko, Kolesov, Kolesov, & Rhozov 1994; Szmolyan & Wechselberger

2003)

Warren Weckesser, Equadiff 2003 – p. 9

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Canards at the Folded Saddle

❏ If % �, there is a pair of folded equilibria (pseudo-singular points) on eachfold. One is a saddle, the other is either a node or a spiral.

❏ Canards form at folded saddles.(Benoit 1983; Mischenko, Kolesov, Kolesov, & Rhozov 1994; Szmolyan & Wechselberger

2003)

❏ Representative System:

� � � � � � �

� � � & � ' �

� & �Critical manifold is � � �

.The origin is a folded equilibrium.

Warren Weckesser, Equadiff 2003 – p. 9

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Canards at a Folded Saddle

−2 −1.5 −1 −0.5 0 0.5 1 1.5 2 −1−0.5

00.5

1−1

−0.5

0

0.5

x

z

y

Warren Weckesser, Equadiff 2003 – p. 10

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Canards at a Folded Saddle

Warren Weckesser, Equadiff 2003 – p. 10

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Canards at a Folded Saddle

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

x

z

Fol

d

Warren Weckesser, Equadiff 2003 – p. 11

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Canards at a Folded Saddle

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

x

z

Fol

d

Warren Weckesser, Equadiff 2003 – p. 11

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Canards at a Folded Saddle

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

x

z

Fol

d

Warren Weckesser, Equadiff 2003 – p. 11

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Canards at a Folded Saddle

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

x

z

Fol

d

Warren Weckesser, Equadiff 2003 – p. 11

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Canards at a Folded Saddle

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

x

z

Fol

d

Warren Weckesser, Equadiff 2003 – p. 11

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Canards at a Folded Saddle

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

x

z

Fol

d

Maximal canard

Warren Weckesser, Equadiff 2003 – p. 11

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Canards at a Folded Saddle

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

x

z

Fol

d

Warren Weckesser, Equadiff 2003 – p. 11

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Canards at a Folded Saddle

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

x

z

Fol

d

Warren Weckesser, Equadiff 2003 – p. 11

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Canards at a Folded Saddle

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

x

z

Fol

d

Warren Weckesser, Equadiff 2003 – p. 11

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Canards at a Folded Saddle

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

x

z

Fol

d

Warren Weckesser, Equadiff 2003 – p. 11

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Canards at a Folded Saddle

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

x

z

Fol

d

Warren Weckesser, Equadiff 2003 – p. 11

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Canard forms

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

“Jump away” canard

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Maximal canard

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

“Jump back” canard

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Canard ends

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Warren Weckesser, Equadiff 2003 – p. 12

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Forced van der Pol Poincaré Map

0

0.2

0.4

0.6

0.8

1

−2−1.5−1−0.500.511.52

−2

−1.5

−1

−0.5

0

0.5

1

1.5

2

θ

Σ1

x

Σ2

y

Symmetry:( � ( $

Warren Weckesser, Equadiff 2003 – p. 12

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Horseshoe in the Forced van der Pol System

“Cartoon”

No Canards No Canards

Jump Across Canards

Maximal Canard

Jump Back Canards

κε

Warren Weckesser, Equadiff 2003 – p. 13

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Horseshoe in the Forced van der Pol System

“Cartoon”

No Canards No Canards

Jump Across Canards

Maximal Canard

Jump Back Canards

κε

Numerical Computation

0.15 0.2 0.25 0.3 0.35 0.4 0.45

−0.69

−0.67

−0.65

−0.63

θ

y

ε = 0.00010, a= 1.1000, ω= 1.5500

Warren Weckesser, Equadiff 2003 – p. 13

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Bifurcations of Periodic Orbits

1.05 1.1 1.15

1.594

1.596

1.598

1.6

1.602

1.604

1.606

a

L2 N

orm

of x

3Sa: nn

3Sb: bb

3Sc: aa

3Aa: bn

3Ab: an 3Ac: ab

6a: bnbb

6b: anbb 6c: anbn

12a: bnbbbnbn

12b: anbbanan

12c: anbnabab

Warren Weckesser, Equadiff 2003 – p. 14

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Bifurcations of Periodic Orbits

1.05 1.1 1.15

1.594

1.596

1.598

1.6

1.602

1.604

1.606

a

L2 N

orm

of x

3Sa: nn

3Sb: bb

3Sc: aa

3Aa: bn

3Ab: an 3Ac: ab

6a: bnbb

6b: anbb 6c: anbn

12a: bnbbbnbn

12b: anbbanan

12c: anbnabab Maximal Canard

Warren Weckesser, Equadiff 2003 – p. 14

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Bifurcations of Periodic Orbits

1.05 1.1 1.15

1.594

1.596

1.598

1.6

1.602

1.604

1.606

a

L2 N

orm

of x

3Sa: nn

3Sb: bb

3Sc: aa

3Aa: bn

3Ab: an 3Ac: ab

6a: bnbb

6b: anbb 6c: anbn

12a: bnbbbnbn

12b: anbbanan

12c: anbnabab Example fromfull shift onthree symbols

Warren Weckesser, Equadiff 2003 – p. 14

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Example: Maximal Canard Bifurcation

Periodic orbit at the limit point has a maximal canard.

0.239 4.218

−1

1

maximal canard: crosses fold, follows unstable manifold all the wayback to fold, then jumps

θ

x

Warren Weckesser, Equadiff 2003 – p. 15

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Example: Maximal Canard Bifurcation

Periodic orbit on a branch leading to the left-most limit point (symbols bb ).

0.239 4.218

−1

1

canard: crosses fold

jumps back

jumps at fold

θ

x

Warren Weckesser, Equadiff 2003 – p. 16

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Example: Periodic Orbits and Symbolic Dynamics

Periodic orbit with symbol sequence anbbanan .

0.55 14.87

−1

1

θ

x

a

n

b

b

a

n

a

n

Warren Weckesser, Equadiff 2003 – p. 17

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Summary

Warren Weckesser, Equadiff 2003 – p. 18

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Summary

❏ A detailed numerical study combined with an understanding of the fast/slowdynamics provides a clear picture of the horseshoe map in the forced vander Pol system.

Warren Weckesser, Equadiff 2003 – p. 18

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Summary

❏ A detailed numerical study combined with an understanding of the fast/slowdynamics provides a clear picture of the horseshoe map in the forced vander Pol system.

❏ Canards that form at nonhyperbolic points of the slow manifold play a keyrole in this picture.

Warren Weckesser, Equadiff 2003 – p. 18

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References

☞ K. Bold, C. Edwards, J. Guckenheimer, S. Guharay, K. Hoffman, J. Hubbard, R. Oliva, and W.Weckesser, The forced van der Pol equation II: canards in the reduced sys tem , to appearin SIAM J. Appl. Dyn. Sys.

☞ J. Guckenheimer, K. A. Hoffman, and W. Weckesser, The forced van der Pol equation I: theslow flow and its bifurcations , SIAM J. Appl. Dyn. Sys. 2(1) 1-35 (2003).

☞ J. Guckenheimer, K. Hoffman, and W. Weckesser, Global bifurcations of periodic orbits inthe forced van der Pol equation , in Global Analysis of Dynamical Systems, H. W. Broer, B.Krauskopf, G. Vegter, eds., Inst. of Physics Publ., Bristol, (2001).

☞ J. Guckenheimer, K. Hoffman, and W. Weckesser, Numerical computation of canards , Int. J.Bif. Chaos, 10, 2669-2687 (2000)

Warren Weckesser, Equadiff 2003 – p. 19