Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10....

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Dynamics of trace maps motivated by applications in spectral theory of quasicrystals William N. Yessen Department of Mathematics New Trends in Dynamical Systems Salou, Spain October 1, 2012 William N. Yessen (UC Irvine) October 1, 2012 1 / 16

Transcript of Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10....

Page 1: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Dynamics of trace maps motivated by applications in spectral theory ofquasicrystals

William N. Yessen

Department of Mathematics

New Trends in Dynamical SystemsSalou, Spain

October 1, 2012

William N. Yessen (UC Irvine) October 1, 2012 1 / 16

Page 2: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Primitive Invertible Substitutions on Two Letters

Given two letters, a and b, consider a substitution s : a, b 7→ 〈a, b〉.

Extend s to 〈a, b〉 by concatenation: s(α1 · · ·αk) = s(α1) · · · s(αk).

• If there exists k such that sk(a) and sk(b) both contain letters a and b, then s iscalled primitive;

• If s extends to an invertible morphism on 〈a, b〉, s is called invertible.

Suppose s is primitive and invertible.

Given a representation ρ : 〈a, b〉 → SL(2,C), there exists Fs : C3 → C3 with thefollowing properties.

• Fs = (fs , gs , hs) with fs , hs , gs ∈ Z[x , y , z];

• If x1 = 12Tr(ρ(a)), x2 = 1

2Tr(ρ(b)), x3 = 1

2Tr(ρ(ab)), then

1

2Tr(ρ(sk(a))) = π1 F k

s (x1, x2, x3) and1

2Tr(ρ(sk(b))) = π2 F k

s (x1, x2, x3).

Fs is called the trace map associated to s.

William N. Yessen (UC Irvine) October 1, 2012 2 / 16

Page 3: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Primitive Invertible Substitutions on Two Letters

Given two letters, a and b, consider a substitution s : a, b 7→ 〈a, b〉.

Extend s to 〈a, b〉 by concatenation: s(α1 · · ·αk) = s(α1) · · · s(αk).

• If there exists k such that sk(a) and sk(b) both contain letters a and b, then s iscalled primitive;

• If s extends to an invertible morphism on 〈a, b〉, s is called invertible.

Suppose s is primitive and invertible.

Given a representation ρ : 〈a, b〉 → SL(2,C), there exists Fs : C3 → C3 with thefollowing properties.

• Fs = (fs , gs , hs) with fs , hs , gs ∈ Z[x , y , z];

• If x1 = 12Tr(ρ(a)), x2 = 1

2Tr(ρ(b)), x3 = 1

2Tr(ρ(ab)), then

1

2Tr(ρ(sk(a))) = π1 F k

s (x1, x2, x3) and1

2Tr(ρ(sk(b))) = π2 F k

s (x1, x2, x3).

Fs is called the trace map associated to s.

William N. Yessen (UC Irvine) October 1, 2012 2 / 16

Page 4: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Primitive Invertible Substitutions on Two Letters

Given two letters, a and b, consider a substitution s : a, b 7→ 〈a, b〉.

Extend s to 〈a, b〉 by concatenation: s(α1 · · ·αk) = s(α1) · · · s(αk).

• If there exists k such that sk(a) and sk(b) both contain letters a and b, then s iscalled primitive;

• If s extends to an invertible morphism on 〈a, b〉, s is called invertible.

Suppose s is primitive and invertible.

Given a representation ρ : 〈a, b〉 → SL(2,C), there exists Fs : C3 → C3 with thefollowing properties.

• Fs = (fs , gs , hs) with fs , hs , gs ∈ Z[x , y , z];

• If x1 = 12Tr(ρ(a)), x2 = 1

2Tr(ρ(b)), x3 = 1

2Tr(ρ(ab)), then

1

2Tr(ρ(sk(a))) = π1 F k

s (x1, x2, x3) and1

2Tr(ρ(sk(b))) = π2 F k

s (x1, x2, x3).

Fs is called the trace map associated to s.

William N. Yessen (UC Irvine) October 1, 2012 2 / 16

Page 5: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Primitive Invertible Substitutions on Two Letters

Given two letters, a and b, consider a substitution s : a, b 7→ 〈a, b〉.

Extend s to 〈a, b〉 by concatenation: s(α1 · · ·αk) = s(α1) · · · s(αk).

• If there exists k such that sk(a) and sk(b) both contain letters a and b, then s iscalled primitive;

• If s extends to an invertible morphism on 〈a, b〉, s is called invertible.

Suppose s is primitive and invertible.

Given a representation ρ : 〈a, b〉 → SL(2,C), there exists Fs : C3 → C3 with thefollowing properties.

• Fs = (fs , gs , hs) with fs , hs , gs ∈ Z[x , y , z];

• If x1 = 12Tr(ρ(a)), x2 = 1

2Tr(ρ(b)), x3 = 1

2Tr(ρ(ab)), then

1

2Tr(ρ(sk(a))) = π1 F k

s (x1, x2, x3) and1

2Tr(ρ(sk(b))) = π2 F k

s (x1, x2, x3).

Fs is called the trace map associated to s.

William N. Yessen (UC Irvine) October 1, 2012 2 / 16

Page 6: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Primitive Invertible Substitutions on Two Letters

Given two letters, a and b, consider a substitution s : a, b 7→ 〈a, b〉.

Extend s to 〈a, b〉 by concatenation: s(α1 · · ·αk) = s(α1) · · · s(αk).

• If there exists k such that sk(a) and sk(b) both contain letters a and b, then s iscalled primitive;

• If s extends to an invertible morphism on 〈a, b〉, s is called invertible.

Suppose s is primitive and invertible.

Given a representation ρ : 〈a, b〉 → SL(2,C), there exists Fs : C3 → C3 with thefollowing properties.

• Fs = (fs , gs , hs) with fs , hs , gs ∈ Z[x , y , z];

• If x1 = 12Tr(ρ(a)), x2 = 1

2Tr(ρ(b)), x3 = 1

2Tr(ρ(ab)), then

1

2Tr(ρ(sk(a))) = π1 F k

s (x1, x2, x3) and1

2Tr(ρ(sk(b))) = π2 F k

s (x1, x2, x3).

Fs is called the trace map associated to s.

William N. Yessen (UC Irvine) October 1, 2012 2 / 16

Page 7: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Primitive Invertible Substitutions on Two Letters

Given two letters, a and b, consider a substitution s : a, b 7→ 〈a, b〉.

Extend s to 〈a, b〉 by concatenation: s(α1 · · ·αk) = s(α1) · · · s(αk).

• If there exists k such that sk(a) and sk(b) both contain letters a and b, then s iscalled primitive;

• If s extends to an invertible morphism on 〈a, b〉, s is called invertible.

Suppose s is primitive and invertible.

Given a representation ρ : 〈a, b〉 → SL(2,C), there exists Fs : C3 → C3 with thefollowing properties.

• Fs = (fs , gs , hs) with fs , hs , gs ∈ Z[x , y , z];

• If x1 = 12Tr(ρ(a)), x2 = 1

2Tr(ρ(b)), x3 = 1

2Tr(ρ(ab)), then

1

2Tr(ρ(sk(a))) = π1 F k

s (x1, x2, x3) and1

2Tr(ρ(sk(b))) = π2 F k

s (x1, x2, x3).

Fs is called the trace map associated to s.

William N. Yessen (UC Irvine) October 1, 2012 2 / 16

Page 8: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Primitive Invertible Substitutions on Two Letters

Given two letters, a and b, consider a substitution s : a, b 7→ 〈a, b〉.

Extend s to 〈a, b〉 by concatenation: s(α1 · · ·αk) = s(α1) · · · s(αk).

• If there exists k such that sk(a) and sk(b) both contain letters a and b, then s iscalled primitive;

• If s extends to an invertible morphism on 〈a, b〉, s is called invertible.

Suppose s is primitive and invertible.

Given a representation ρ : 〈a, b〉 → SL(2,C), there exists Fs : C3 → C3 with thefollowing properties.

• Fs = (fs , gs , hs) with fs , hs , gs ∈ Z[x , y , z];

• If x1 = 12Tr(ρ(a)), x2 = 1

2Tr(ρ(b)), x3 = 1

2Tr(ρ(ab)), then

1

2Tr(ρ(sk(a))) = π1 F k

s (x1, x2, x3) and1

2Tr(ρ(sk(b))) = π2 F k

s (x1, x2, x3).

Fs is called the trace map associated to s.

William N. Yessen (UC Irvine) October 1, 2012 2 / 16

Page 9: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Primitive Invertible Substitutions on Two Letters

Given two letters, a and b, consider a substitution s : a, b 7→ 〈a, b〉.

Extend s to 〈a, b〉 by concatenation: s(α1 · · ·αk) = s(α1) · · · s(αk).

• If there exists k such that sk(a) and sk(b) both contain letters a and b, then s iscalled primitive;

• If s extends to an invertible morphism on 〈a, b〉, s is called invertible.

Suppose s is primitive and invertible.

Given a representation ρ : 〈a, b〉 → SL(2,C), there exists Fs : C3 → C3 with thefollowing properties.

• Fs = (fs , gs , hs) with fs , hs , gs ∈ Z[x , y , z];

• If x1 = 12Tr(ρ(a)), x2 = 1

2Tr(ρ(b)), x3 = 1

2Tr(ρ(ab)), then

1

2Tr(ρ(sk(a))) = π1 F k

s (x1, x2, x3) and1

2Tr(ρ(sk(b))) = π2 F k

s (x1, x2, x3).

Fs is called the trace map associated to s.

William N. Yessen (UC Irvine) October 1, 2012 2 / 16

Page 10: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Primitive Invertible Substitutions on Two Letters

Given two letters, a and b, consider a substitution s : a, b 7→ 〈a, b〉.

Extend s to 〈a, b〉 by concatenation: s(α1 · · ·αk) = s(α1) · · · s(αk).

• If there exists k such that sk(a) and sk(b) both contain letters a and b, then s iscalled primitive;

• If s extends to an invertible morphism on 〈a, b〉, s is called invertible.

Suppose s is primitive and invertible.

Given a representation ρ : 〈a, b〉 → SL(2,C), there exists Fs : C3 → C3 with thefollowing properties.

• Fs = (fs , gs , hs) with fs , hs , gs ∈ Z[x , y , z];

• If x1 = 12Tr(ρ(a)), x2 = 1

2Tr(ρ(b)), x3 = 1

2Tr(ρ(ab)), then

1

2Tr(ρ(sk(a))) = π1 F k

s (x1, x2, x3) and1

2Tr(ρ(sk(b))) = π2 F k

s (x1, x2, x3).

Fs is called the trace map associated to s.

William N. Yessen (UC Irvine) October 1, 2012 2 / 16

Page 11: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Integrals of Motion

It turns out that all trace maps preserve the so-called Fricke-Vogt invariant:

I Fs(x , y , z) = I (x , y , z) where I (x , y , z) = x2 + y 2 + z2 − 2xyz .

In particular, Fs preserves the algebraic surfaces

SVdef=

(x , y , z) ∈ C3 : I (x , y , z) = V.

We shall concentrate on SV ∩ R3 with V ∈ R. The geometry and topology of SV

depends on V :

• If V > 0, then SV is a smooth connected manifold, which is topologically afour-punctured sphere;

• If V = 0, then SV is connected and smooth everywhere except for four conicsingularities;

• If V ∈ (−1, 0), then SV is smooth with five connected components: a compacttopological sphere and four noncompact discs;

• If V < −1, then SV has four smooth connected components, which are topologicallytwo-discs.

William N. Yessen (UC Irvine) October 1, 2012 3 / 16

Page 12: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Integrals of Motion

It turns out that all trace maps preserve the so-called Fricke-Vogt invariant:

I Fs(x , y , z) = I (x , y , z) where I (x , y , z) = x2 + y 2 + z2 − 2xyz .

In particular, Fs preserves the algebraic surfaces

SVdef=

(x , y , z) ∈ C3 : I (x , y , z) = V.

We shall concentrate on SV ∩ R3 with V ∈ R. The geometry and topology of SV

depends on V :

• If V > 0, then SV is a smooth connected manifold, which is topologically afour-punctured sphere;

• If V = 0, then SV is connected and smooth everywhere except for four conicsingularities;

• If V ∈ (−1, 0), then SV is smooth with five connected components: a compacttopological sphere and four noncompact discs;

• If V < −1, then SV has four smooth connected components, which are topologicallytwo-discs.

William N. Yessen (UC Irvine) October 1, 2012 3 / 16

Page 13: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Integrals of Motion

It turns out that all trace maps preserve the so-called Fricke-Vogt invariant:

I Fs(x , y , z) = I (x , y , z) where I (x , y , z) = x2 + y 2 + z2 − 2xyz .

In particular, Fs preserves the algebraic surfaces

SVdef=

(x , y , z) ∈ C3 : I (x , y , z) = V.

We shall concentrate on SV ∩ R3 with V ∈ R. The geometry and topology of SV

depends on V :

• If V > 0, then SV is a smooth connected manifold, which is topologically afour-punctured sphere;

• If V = 0, then SV is connected and smooth everywhere except for four conicsingularities;

• If V ∈ (−1, 0), then SV is smooth with five connected components: a compacttopological sphere and four noncompact discs;

• If V < −1, then SV has four smooth connected components, which are topologicallytwo-discs.

William N. Yessen (UC Irvine) October 1, 2012 3 / 16

Page 14: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Integrals of Motion

It turns out that all trace maps preserve the so-called Fricke-Vogt invariant:

I Fs(x , y , z) = I (x , y , z) where I (x , y , z) = x2 + y 2 + z2 − 2xyz .

In particular, Fs preserves the algebraic surfaces

SVdef=

(x , y , z) ∈ C3 : I (x , y , z) = V.

We shall concentrate on SV ∩ R3 with V ∈ R. The geometry and topology of SV

depends on V :

• If V > 0, then SV is a smooth connected manifold, which is topologically afour-punctured sphere;

• If V = 0, then SV is connected and smooth everywhere except for four conicsingularities;

• If V ∈ (−1, 0), then SV is smooth with five connected components: a compacttopological sphere and four noncompact discs;

• If V < −1, then SV has four smooth connected components, which are topologicallytwo-discs.

William N. Yessen (UC Irvine) October 1, 2012 3 / 16

Page 15: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Integrals of Motion

It turns out that all trace maps preserve the so-called Fricke-Vogt invariant:

I Fs(x , y , z) = I (x , y , z) where I (x , y , z) = x2 + y 2 + z2 − 2xyz .

In particular, Fs preserves the algebraic surfaces

SVdef=

(x , y , z) ∈ C3 : I (x , y , z) = V.

We shall concentrate on SV ∩ R3 with V ∈ R. The geometry and topology of SV

depends on V :

• If V > 0, then SV is a smooth connected manifold, which is topologically afour-punctured sphere;

• If V = 0, then SV is connected and smooth everywhere except for four conicsingularities;

• If V ∈ (−1, 0), then SV is smooth with five connected components: a compacttopological sphere and four noncompact discs;

• If V < −1, then SV has four smooth connected components, which are topologicallytwo-discs.

William N. Yessen (UC Irvine) October 1, 2012 3 / 16

Page 16: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Integrals of Motion

It turns out that all trace maps preserve the so-called Fricke-Vogt invariant:

I Fs(x , y , z) = I (x , y , z) where I (x , y , z) = x2 + y 2 + z2 − 2xyz .

In particular, Fs preserves the algebraic surfaces

SVdef=

(x , y , z) ∈ C3 : I (x , y , z) = V.

We shall concentrate on SV ∩ R3 with V ∈ R. The geometry and topology of SV

depends on V :

• If V > 0, then SV is a smooth connected manifold, which is topologically afour-punctured sphere;

• If V = 0, then SV is connected and smooth everywhere except for four conicsingularities;

• If V ∈ (−1, 0), then SV is smooth with five connected components: a compacttopological sphere and four noncompact discs;

• If V < −1, then SV has four smooth connected components, which are topologicallytwo-discs.

William N. Yessen (UC Irvine) October 1, 2012 3 / 16

Page 17: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Integrals of Motion

It turns out that all trace maps preserve the so-called Fricke-Vogt invariant:

I Fs(x , y , z) = I (x , y , z) where I (x , y , z) = x2 + y 2 + z2 − 2xyz .

In particular, Fs preserves the algebraic surfaces

SVdef=

(x , y , z) ∈ C3 : I (x , y , z) = V.

We shall concentrate on SV ∩ R3 with V ∈ R. The geometry and topology of SV

depends on V :

• If V > 0, then SV is a smooth connected manifold, which is topologically afour-punctured sphere;

• If V = 0, then SV is connected and smooth everywhere except for four conicsingularities;

• If V ∈ (−1, 0), then SV is smooth with five connected components: a compacttopological sphere and four noncompact discs;

• If V < −1, then SV has four smooth connected components, which are topologicallytwo-discs.

William N. Yessen (UC Irvine) October 1, 2012 3 / 16

Page 18: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Integrals of Motion

It turns out that all trace maps preserve the so-called Fricke-Vogt invariant:

I Fs(x , y , z) = I (x , y , z) where I (x , y , z) = x2 + y 2 + z2 − 2xyz .

In particular, Fs preserves the algebraic surfaces

SVdef=

(x , y , z) ∈ C3 : I (x , y , z) = V.

We shall concentrate on SV ∩ R3 with V ∈ R. The geometry and topology of SV

depends on V :

• If V > 0, then SV is a smooth connected manifold, which is topologically afour-punctured sphere;

• If V = 0, then SV is connected and smooth everywhere except for four conicsingularities;

• If V ∈ (−1, 0), then SV is smooth with five connected components: a compacttopological sphere and four noncompact discs;

• If V < −1, then SV has four smooth connected components, which are topologicallytwo-discs.

William N. Yessen (UC Irvine) October 1, 2012 3 / 16

Page 19: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Integral of Motion: Plots

(a) V = 0.0001 (b) V = 0.05 (c) V = 1

(d) V = −0.0001 (e) V = −0.05 (f) V = −0.95

William N. Yessen (UC Irvine) October 1, 2012 4 / 16

Page 20: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map

We consider a prominent example of a primitive invertible substitution: the Fibonaccisubstitution s : a 7→ ab, s : b 7→ a.

The corresponding trace map is given by f (x , y , z) = (2xy − z , x , y).

Dynamics of f |SV depends on V ...

William N. Yessen (UC Irvine) October 1, 2012 5 / 16

Page 21: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map

We consider a prominent example of a primitive invertible substitution: the Fibonaccisubstitution s : a 7→ ab, s : b 7→ a.

The corresponding trace map is given by f (x , y , z) = (2xy − z , x , y).

Dynamics of f |SV depends on V ...

William N. Yessen (UC Irvine) October 1, 2012 5 / 16

Page 22: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map

We consider a prominent example of a primitive invertible substitution: the Fibonaccisubstitution s : a 7→ ab, s : b 7→ a.

The corresponding trace map is given by f (x , y , z) = (2xy − z , x , y).

Dynamics of f |SV depends on V ...

William N. Yessen (UC Irvine) October 1, 2012 5 / 16

Page 23: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Pseudo Anosov on S0

• S0 ∩ [−1, 1]3 is invariant under f and is afactor of (x , y) 7→ (x + y , y) : T2 ← under thefactor map(θ, φ) 7→ (cos 2π(θ + φ), cos 2πθ, cos 2πφ);

• The singularities lie on curves of periodicpoints which are normally hyperbolic;

• Every point on the cones that does not lie onthe strong stable (unstable) manifold of asingularity escapes to infinity in forward(backward) time.

William N. Yessen (UC Irvine) October 1, 2012 6 / 16

Page 24: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Pseudo Anosov on S0

• S0 ∩ [−1, 1]3 is invariant under f and is afactor of (x , y) 7→ (x + y , y) : T2 ← under thefactor map(θ, φ) 7→ (cos 2π(θ + φ), cos 2πθ, cos 2πφ);

• The singularities lie on curves of periodicpoints which are normally hyperbolic;

• Every point on the cones that does not lie onthe strong stable (unstable) manifold of asingularity escapes to infinity in forward(backward) time.

William N. Yessen (UC Irvine) October 1, 2012 6 / 16

Page 25: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Pseudo Anosov on S0

• S0 ∩ [−1, 1]3 is invariant under f and is afactor of (x , y) 7→ (x + y , y) : T2 ← under thefactor map(θ, φ) 7→ (cos 2π(θ + φ), cos 2πθ, cos 2πφ);

• The singularities lie on curves of periodicpoints which are normally hyperbolic;

• Every point on the cones that does not lie onthe strong stable (unstable) manifold of asingularity escapes to infinity in forward(backward) time.

William N. Yessen (UC Irvine) October 1, 2012 6 / 16

Page 26: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Pseudo Anosov on S0

• S0 ∩ [−1, 1]3 is invariant under f and is afactor of (x , y) 7→ (x + y , y) : T2 ← under thefactor map(θ, φ) 7→ (cos 2π(θ + φ), cos 2πθ, cos 2πφ);

• The singularities lie on curves of periodicpoints which are normally hyperbolic;

• Every point on the cones that does not lie onthe strong stable (unstable) manifold of asingularity escapes to infinity in forward(backward) time.

William N. Yessen (UC Irvine) October 1, 2012 6 / 16

Page 27: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Pseudo Anosov on S0

• S0 ∩ [−1, 1]3 is invariant under f and is afactor of (x , y) 7→ (x + y , y) : T2 ← under thefactor map(θ, φ) 7→ (cos 2π(θ + φ), cos 2πθ, cos 2πφ);

• The singularities lie on curves of periodicpoints which are normally hyperbolic;

• Every point on the cones that does not lie onthe strong stable (unstable) manifold of asingularity escapes to infinity in forward(backward) time.

William N. Yessen (UC Irvine) October 1, 2012 6 / 16

Page 28: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Axiom A on SV>0

• The set of points with bounded forward andbackward orbits is precisely the nonwanderingset; it is compact, locally maximal andhyperbolic – M. Casdagli 1986 for V large; D.Damanik & A. Gorodetski 2009 for V small;S. Cantat 2009 for all V ;

• A point has a bounded forward (backward)orbit if and only if it belongs to the stable(unstable) lamination;

• All other points escape to infinity in forward(backward) time;

• The set of points with bounded orbit in⋃V>0 SV is partially hyperbolic;

• A point in⋃

V>0 SV has a bounded forward(backward) orbit if and only if it lies on acenter stable (unstable) manifold.

William N. Yessen (UC Irvine) October 1, 2012 7 / 16

Page 29: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Axiom A on SV>0

• The set of points with bounded forward andbackward orbits is precisely the nonwanderingset; it is compact, locally maximal andhyperbolic – M. Casdagli 1986 for V large; D.Damanik & A. Gorodetski 2009 for V small;S. Cantat 2009 for all V ;

• A point has a bounded forward (backward)orbit if and only if it belongs to the stable(unstable) lamination;

• All other points escape to infinity in forward(backward) time;

• The set of points with bounded orbit in⋃V>0 SV is partially hyperbolic;

• A point in⋃

V>0 SV has a bounded forward(backward) orbit if and only if it lies on acenter stable (unstable) manifold.

William N. Yessen (UC Irvine) October 1, 2012 7 / 16

Page 30: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Axiom A on SV>0

• The set of points with bounded forward andbackward orbits is precisely the nonwanderingset; it is compact, locally maximal andhyperbolic – M. Casdagli 1986 for V large; D.Damanik & A. Gorodetski 2009 for V small;S. Cantat 2009 for all V ;

• A point has a bounded forward (backward)orbit if and only if it belongs to the stable(unstable) lamination;

• All other points escape to infinity in forward(backward) time;

• The set of points with bounded orbit in⋃V>0 SV is partially hyperbolic;

• A point in⋃

V>0 SV has a bounded forward(backward) orbit if and only if it lies on acenter stable (unstable) manifold.

William N. Yessen (UC Irvine) October 1, 2012 7 / 16

Page 31: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Axiom A on SV>0

• The set of points with bounded forward andbackward orbits is precisely the nonwanderingset; it is compact, locally maximal andhyperbolic – M. Casdagli 1986 for V large; D.Damanik & A. Gorodetski 2009 for V small;S. Cantat 2009 for all V ;

• A point has a bounded forward (backward)orbit if and only if it belongs to the stable(unstable) lamination;

• All other points escape to infinity in forward(backward) time;

• The set of points with bounded orbit in⋃V>0 SV is partially hyperbolic;

• A point in⋃

V>0 SV has a bounded forward(backward) orbit if and only if it lies on acenter stable (unstable) manifold.

William N. Yessen (UC Irvine) October 1, 2012 7 / 16

Page 32: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Axiom A on SV>0

• The set of points with bounded forward andbackward orbits is precisely the nonwanderingset; it is compact, locally maximal andhyperbolic – M. Casdagli 1986 for V large; D.Damanik & A. Gorodetski 2009 for V small;S. Cantat 2009 for all V ;

• A point has a bounded forward (backward)orbit if and only if it belongs to the stable(unstable) lamination;

• All other points escape to infinity in forward(backward) time;

• The set of points with bounded orbit in⋃V>0 SV is partially hyperbolic;

• A point in⋃

V>0 SV has a bounded forward(backward) orbit if and only if it lies on acenter stable (unstable) manifold.

William N. Yessen (UC Irvine) October 1, 2012 7 / 16

Page 33: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Axiom A on SV>0

• The set of points with bounded forward andbackward orbits is precisely the nonwanderingset; it is compact, locally maximal andhyperbolic – M. Casdagli 1986 for V large; D.Damanik & A. Gorodetski 2009 for V small;S. Cantat 2009 for all V ;

• A point has a bounded forward (backward)orbit if and only if it belongs to the stable(unstable) lamination;

• All other points escape to infinity in forward(backward) time;

• The set of points with bounded orbit in⋃V>0 SV is partially hyperbolic;

• A point in⋃

V>0 SV has a bounded forward(backward) orbit if and only if it lies on acenter stable (unstable) manifold.

William N. Yessen (UC Irvine) October 1, 2012 7 / 16

Page 34: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Axiom A on SV>0

• The set of points with bounded forward andbackward orbits is precisely the nonwanderingset; it is compact, locally maximal andhyperbolic – M. Casdagli 1986 for V large; D.Damanik & A. Gorodetski 2009 for V small;S. Cantat 2009 for all V ;

• A point has a bounded forward (backward)orbit if and only if it belongs to the stable(unstable) lamination;

• All other points escape to infinity in forward(backward) time;

• The set of points with bounded orbit in⋃V>0 SV is partially hyperbolic;

• A point in⋃

V>0 SV has a bounded forward(backward) orbit if and only if it lies on acenter stable (unstable) manifold.

William N. Yessen (UC Irvine) October 1, 2012 7 / 16

Page 35: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Axiom A on SV>0

• The set of points with bounded forward andbackward orbits is precisely the nonwanderingset; it is compact, locally maximal andhyperbolic – M. Casdagli 1986 for V large; D.Damanik & A. Gorodetski 2009 for V small;S. Cantat 2009 for all V ;

• A point has a bounded forward (backward)orbit if and only if it belongs to the stable(unstable) lamination;

• All other points escape to infinity in forward(backward) time;

• The set of points with bounded orbit in⋃V>0 SV is partially hyperbolic;

• A point in⋃

V>0 SV has a bounded forward(backward) orbit if and only if it lies on acenter stable (unstable) manifold.

William N. Yessen (UC Irvine) October 1, 2012 7 / 16

Page 36: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Axiom A on SV>0

• The set of points with bounded forward andbackward orbits is precisely the nonwanderingset; it is compact, locally maximal andhyperbolic – M. Casdagli 1986 for V large; D.Damanik & A. Gorodetski 2009 for V small;S. Cantat 2009 for all V ;

• A point has a bounded forward (backward)orbit if and only if it belongs to the stable(unstable) lamination;

• All other points escape to infinity in forward(backward) time;

• The set of points with bounded orbit in⋃V>0 SV is partially hyperbolic;

• A point in⋃

V>0 SV has a bounded forward(backward) orbit if and only if it lies on acenter stable (unstable) manifold.

William N. Yessen (UC Irvine) October 1, 2012 7 / 16

Page 37: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Dynamical Spectrum

Given S ⊂ R3, we define its dynamical spectrum as the set of points in S whose forwardsemiorbit is bounded under f ; we denote it by B∞(S).

Given a compact analytic curve γ ⊂⋃

V>0 SV , what can be said about B∞(γ)?

B∞(γ) is the intersection of γ with the center stable manifolds;

Theorem

Either B∞(γ) is finite, it is all of γ, or it is a Cantor set of zero measure together with,possibly, finitely many isolated points; in this case the Hausdorff dimension of B∞(γ) isstrictly between zero and one.

William N. Yessen (UC Irvine) October 1, 2012 8 / 16

Page 38: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Dynamical Spectrum

Given S ⊂ R3, we define its dynamical spectrum as the set of points in S whose forwardsemiorbit is bounded under f ; we denote it by B∞(S).

Given a compact analytic curve γ ⊂⋃

V>0 SV , what can be said about B∞(γ)?

B∞(γ) is the intersection of γ with the center stable manifolds;

Theorem

Either B∞(γ) is finite, it is all of γ, or it is a Cantor set of zero measure together with,possibly, finitely many isolated points; in this case the Hausdorff dimension of B∞(γ) isstrictly between zero and one.

William N. Yessen (UC Irvine) October 1, 2012 8 / 16

Page 39: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Dynamical Spectrum

Given S ⊂ R3, we define its dynamical spectrum as the set of points in S whose forwardsemiorbit is bounded under f ; we denote it by B∞(S).

Given a compact analytic curve γ ⊂⋃

V>0 SV , what can be said about B∞(γ)?

B∞(γ) is the intersection of γ with the center stable manifolds;

Theorem

Either B∞(γ) is finite, it is all of γ, or it is a Cantor set of zero measure together with,possibly, finitely many isolated points; in this case the Hausdorff dimension of B∞(γ) isstrictly between zero and one.

William N. Yessen (UC Irvine) October 1, 2012 8 / 16

Page 40: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Dynamical Spectrum

Given S ⊂ R3, we define its dynamical spectrum as the set of points in S whose forwardsemiorbit is bounded under f ; we denote it by B∞(S).

Given a compact analytic curve γ ⊂⋃

V>0 SV , what can be said about B∞(γ)?

B∞(γ) is the intersection of γ with the center stable manifolds;

Theorem

Either B∞(γ) is finite, it is all of γ, or it is a Cantor set of zero measure together with,possibly, finitely many isolated points; in this case the Hausdorff dimension of B∞(γ) isstrictly between zero and one.

William N. Yessen (UC Irvine) October 1, 2012 8 / 16

Page 41: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Dynamical Spectrum

Given S ⊂ R3, we define its dynamical spectrum as the set of points in S whose forwardsemiorbit is bounded under f ; we denote it by B∞(S).

Given a compact analytic curve γ ⊂⋃

V>0 SV , what can be said about B∞(γ)?

B∞(γ) is the intersection of γ with the center stable manifolds;

Theorem

Either B∞(γ) is finite, it is all of γ, or it is a Cantor set of zero measure together with,possibly, finitely many isolated points; in this case the Hausdorff dimension of B∞(γ) isstrictly between zero and one.

William N. Yessen (UC Irvine) October 1, 2012 8 / 16

Page 42: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connections to Quasicrystals

Consider the sequence unn∈N obtained by

a 7→ ab 7→ aba 7→ abaab 7→ abaababa 7→ abaababaabaab 7→ · · · .

Extend un to the left arbitrarily, and call the resulting sequence unn∈Z;

Let Ω be the set of limit points of

T k(u)k∈N, where T is the left shift. The dynamical

system (T ,Ω) is strictly ergodic.

With K(a) = 1, K(b) 6= 0, V (a) = 0 and V (b) ∈ R, to each ω ∈ Ω associate aself-adjoint bounded linear operator Hω,K ,V : `2(Z,C)←:

(Hω,K ,Vψ)n = K(un)φn−1 + K(un+1)φn+1 + V (un)φn.

Quantum dynamics of an electron wavepacket in a quasicrystal is modeled by

φ(n, t) = e−itHφ(n, t0).

While it isn’t sufficient, it is necessary to study the spectrum of H in order tounderstand the quantum dynamics.

William N. Yessen (UC Irvine) October 1, 2012 9 / 16

Page 43: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connections to Quasicrystals

Consider the sequence unn∈N obtained by

a 7→ ab 7→ aba 7→ abaab 7→ abaababa 7→ abaababaabaab 7→ · · · .

Extend un to the left arbitrarily, and call the resulting sequence unn∈Z;

Let Ω be the set of limit points of

T k(u)k∈N, where T is the left shift. The dynamical

system (T ,Ω) is strictly ergodic.

With K(a) = 1, K(b) 6= 0, V (a) = 0 and V (b) ∈ R, to each ω ∈ Ω associate aself-adjoint bounded linear operator Hω,K ,V : `2(Z,C)←:

(Hω,K ,Vψ)n = K(un)φn−1 + K(un+1)φn+1 + V (un)φn.

Quantum dynamics of an electron wavepacket in a quasicrystal is modeled by

φ(n, t) = e−itHφ(n, t0).

While it isn’t sufficient, it is necessary to study the spectrum of H in order tounderstand the quantum dynamics.

William N. Yessen (UC Irvine) October 1, 2012 9 / 16

Page 44: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connections to Quasicrystals

Consider the sequence unn∈N obtained by

a 7→ ab 7→ aba 7→ abaab 7→ abaababa 7→ abaababaabaab 7→ · · · .

Extend un to the left arbitrarily, and call the resulting sequence unn∈Z;

Let Ω be the set of limit points of

T k(u)k∈N, where T is the left shift. The dynamical

system (T ,Ω) is strictly ergodic.

With K(a) = 1, K(b) 6= 0, V (a) = 0 and V (b) ∈ R, to each ω ∈ Ω associate aself-adjoint bounded linear operator Hω,K ,V : `2(Z,C)←:

(Hω,K ,Vψ)n = K(un)φn−1 + K(un+1)φn+1 + V (un)φn.

Quantum dynamics of an electron wavepacket in a quasicrystal is modeled by

φ(n, t) = e−itHφ(n, t0).

While it isn’t sufficient, it is necessary to study the spectrum of H in order tounderstand the quantum dynamics.

William N. Yessen (UC Irvine) October 1, 2012 9 / 16

Page 45: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connections to Quasicrystals

Consider the sequence unn∈N obtained by

a 7→ ab 7→ aba 7→ abaab 7→ abaababa 7→ abaababaabaab 7→ · · · .

Extend un to the left arbitrarily, and call the resulting sequence unn∈Z;

Let Ω be the set of limit points of

T k(u)k∈N, where T is the left shift. The dynamical

system (T ,Ω) is strictly ergodic.

With K(a) = 1, K(b) 6= 0, V (a) = 0 and V (b) ∈ R, to each ω ∈ Ω associate aself-adjoint bounded linear operator Hω,K ,V : `2(Z,C)←:

(Hω,K ,Vψ)n = K(un)φn−1 + K(un+1)φn+1 + V (un)φn.

Quantum dynamics of an electron wavepacket in a quasicrystal is modeled by

φ(n, t) = e−itHφ(n, t0).

While it isn’t sufficient, it is necessary to study the spectrum of H in order tounderstand the quantum dynamics.

William N. Yessen (UC Irvine) October 1, 2012 9 / 16

Page 46: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connections to Quasicrystals

Consider the sequence unn∈N obtained by

a 7→ ab 7→ aba 7→ abaab 7→ abaababa 7→ abaababaabaab 7→ · · · .

Extend un to the left arbitrarily, and call the resulting sequence unn∈Z;

Let Ω be the set of limit points of

T k(u)k∈N, where T is the left shift. The dynamical

system (T ,Ω) is strictly ergodic.

With K(a) = 1, K(b) 6= 0, V (a) = 0 and V (b) ∈ R, to each ω ∈ Ω associate aself-adjoint bounded linear operator Hω,K ,V : `2(Z,C)←:

(Hω,K ,Vψ)n = K(un)φn−1 + K(un+1)φn+1 + V (un)φn.

Quantum dynamics of an electron wavepacket in a quasicrystal is modeled by

φ(n, t) = e−itHφ(n, t0).

While it isn’t sufficient, it is necessary to study the spectrum of H in order tounderstand the quantum dynamics.

William N. Yessen (UC Irvine) October 1, 2012 9 / 16

Page 47: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connections to Quasicrystals

Consider the sequence unn∈N obtained by

a 7→ ab 7→ aba 7→ abaab 7→ abaababa 7→ abaababaabaab 7→ · · · .

Extend un to the left arbitrarily, and call the resulting sequence unn∈Z;

Let Ω be the set of limit points of

T k(u)k∈N, where T is the left shift. The dynamical

system (T ,Ω) is strictly ergodic.

With K(a) = 1, K(b) 6= 0, V (a) = 0 and V (b) ∈ R, to each ω ∈ Ω associate aself-adjoint bounded linear operator Hω,K ,V : `2(Z,C)←:

(Hω,K ,Vψ)n = K(un)φn−1 + K(un+1)φn+1 + V (un)φn.

Quantum dynamics of an electron wavepacket in a quasicrystal is modeled by

φ(n, t) = e−itHφ(n, t0).

While it isn’t sufficient, it is necessary to study the spectrum of H in order tounderstand the quantum dynamics.

William N. Yessen (UC Irvine) October 1, 2012 9 / 16

Page 48: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connections to Quasicrystals

Consider the sequence unn∈N obtained by

a 7→ ab 7→ aba 7→ abaab 7→ abaababa 7→ abaababaabaab 7→ · · · .

Extend un to the left arbitrarily, and call the resulting sequence unn∈Z;

Let Ω be the set of limit points of

T k(u)k∈N, where T is the left shift. The dynamical

system (T ,Ω) is strictly ergodic.

With K(a) = 1, K(b) 6= 0, V (a) = 0 and V (b) ∈ R, to each ω ∈ Ω associate aself-adjoint bounded linear operator Hω,K ,V : `2(Z,C)←:

(Hω,K ,Vψ)n = K(un)φn−1 + K(un+1)φn+1 + V (un)φn.

Quantum dynamics of an electron wavepacket in a quasicrystal is modeled by

φ(n, t) = e−itHφ(n, t0).

While it isn’t sufficient, it is necessary to study the spectrum of H in order tounderstand the quantum dynamics.

William N. Yessen (UC Irvine) October 1, 2012 9 / 16

Page 49: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connection to Quasicrystals

Theorem

The spectrum of Hω,K ,V is independent of ω ∈ Ω. Moreover, the spectrum consists ofthose λ ∈ [−2, 2], for which γ(λ) ∈ B∞(γ), where

γ(λ) =

(λ− V (b)

2,

λ

2K(b),

1 + K(b)2

2K(b)

).

In the case K(a) = K(b) = 1:

• The problem was introduced by physicists Kohmoto et. al. and Ostlund et. al. in1983;

• It has been extensively studied by B. Simon et. al., A. Suto, D. Damanik et. al.(and others) from spectral theoretic point of view;

• It has been studied by means of dynamical systems by M. Casdagli and D. Damanik& A. Gorodetski

William N. Yessen (UC Irvine) October 1, 2012 10 / 16

Page 50: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connection to Quasicrystals

Theorem

The spectrum of Hω,K ,V is independent of ω ∈ Ω. Moreover, the spectrum consists ofthose λ ∈ [−2, 2], for which γ(λ) ∈ B∞(γ), where

γ(λ) =

(λ− V (b)

2,

λ

2K(b),

1 + K(b)2

2K(b)

).

In the case K(a) = K(b) = 1:

• The problem was introduced by physicists Kohmoto et. al. and Ostlund et. al. in1983;

• It has been extensively studied by B. Simon et. al., A. Suto, D. Damanik et. al.(and others) from spectral theoretic point of view;

• It has been studied by means of dynamical systems by M. Casdagli and D. Damanik& A. Gorodetski

William N. Yessen (UC Irvine) October 1, 2012 10 / 16

Page 51: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connection to Quasicrystals

Theorem

The spectrum of Hω,K ,V is independent of ω ∈ Ω. Moreover, the spectrum consists ofthose λ ∈ [−2, 2], for which γ(λ) ∈ B∞(γ), where

γ(λ) =

(λ− V (b)

2,

λ

2K(b),

1 + K(b)2

2K(b)

).

In the case K(a) = K(b) = 1:

• The problem was introduced by physicists Kohmoto et. al. and Ostlund et. al. in1983;

• It has been extensively studied by B. Simon et. al., A. Suto, D. Damanik et. al.(and others) from spectral theoretic point of view;

• It has been studied by means of dynamical systems by M. Casdagli and D. Damanik& A. Gorodetski

William N. Yessen (UC Irvine) October 1, 2012 10 / 16

Page 52: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connection to Quasicrystals

Theorem

The spectrum of Hω,K ,V is independent of ω ∈ Ω. Moreover, the spectrum consists ofthose λ ∈ [−2, 2], for which γ(λ) ∈ B∞(γ), where

γ(λ) =

(λ− V (b)

2,

λ

2K(b),

1 + K(b)2

2K(b)

).

In the case K(a) = K(b) = 1:

• The problem was introduced by physicists Kohmoto et. al. and Ostlund et. al. in1983;

• It has been extensively studied by B. Simon et. al., A. Suto, D. Damanik et. al.(and others) from spectral theoretic point of view;

• It has been studied by means of dynamical systems by M. Casdagli and D. Damanik& A. Gorodetski

William N. Yessen (UC Irvine) October 1, 2012 10 / 16

Page 53: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connection to Quasicrystals

Theorem

The spectrum of Hω,K ,V is independent of ω ∈ Ω. Moreover, the spectrum consists ofthose λ ∈ [−2, 2], for which γ(λ) ∈ B∞(γ), where

γ(λ) =

(λ− V (b)

2,

λ

2K(b),

1 + K(b)2

2K(b)

).

In the case K(a) = K(b) = 1:

• The problem was introduced by physicists Kohmoto et. al. and Ostlund et. al. in1983;

• It has been extensively studied by B. Simon et. al., A. Suto, D. Damanik et. al.(and others) from spectral theoretic point of view;

• It has been studied by means of dynamical systems by M. Casdagli and D. Damanik& A. Gorodetski

William N. Yessen (UC Irvine) October 1, 2012 10 / 16

Page 54: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Connection to Quasicrystals

Theorem

The spectrum of Hω,K ,V is independent of ω ∈ Ω. Moreover, the spectrum consists ofthose λ ∈ [−2, 2], for which γ(λ) ∈ B∞(γ), where

γ(λ) =

(λ− V (b)

2,

λ

2K(b),

1 + K(b)2

2K(b)

).

In the case K(a) = K(b) = 1:

• The problem was introduced by physicists Kohmoto et. al. and Ostlund et. al. in1983;

• It has been extensively studied by B. Simon et. al., A. Suto, D. Damanik et. al.(and others) from spectral theoretic point of view;

• It has been studied by means of dynamical systems by M. Casdagli and D. Damanik& A. Gorodetski

William N. Yessen (UC Irvine) October 1, 2012 10 / 16

Page 55: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

• Every point on the discs escapes to infinity;

• The spheres in the center are invariant underf ;

• f preserves a certain area form;

• f on the spheres exhibits homoclinicphenomena.

Denote the sphere by SV ...

William N. Yessen (UC Irvine) October 1, 2012 11 / 16

Page 56: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

• Every point on the discs escapes to infinity;

• The spheres in the center are invariant underf ;

• f preserves a certain area form;

• f on the spheres exhibits homoclinicphenomena.

Denote the sphere by SV ...

William N. Yessen (UC Irvine) October 1, 2012 11 / 16

Page 57: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

• Every point on the discs escapes to infinity;

• The spheres in the center are invariant underf ;

• f preserves a certain area form;

• f on the spheres exhibits homoclinicphenomena.

Denote the sphere by SV ...

William N. Yessen (UC Irvine) October 1, 2012 11 / 16

Page 58: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

• Every point on the discs escapes to infinity;

• The spheres in the center are invariant underf ;

• f preserves a certain area form;

• f on the spheres exhibits homoclinicphenomena.

Denote the sphere by SV ...

William N. Yessen (UC Irvine) October 1, 2012 11 / 16

Page 59: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

• Every point on the discs escapes to infinity;

• The spheres in the center are invariant underf ;

• f preserves a certain area form;

• f on the spheres exhibits homoclinicphenomena.

Denote the sphere by SV ...

William N. Yessen (UC Irvine) October 1, 2012 11 / 16

Page 60: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Quantum Walks

• There exist physical models (so-called quantum walks on quasicrystals) for whichthe curve of initial conditions lies “inside” the surface S0 ∩ [−1, 1]3;

• Physicists observed (numerically) chaotic orbits as well as elliptic islands...

William N. Yessen (UC Irvine) October 1, 2012 12 / 16

Page 61: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

Quantum Walks

• There exist physical models (so-called quantum walks on quasicrystals) for whichthe curve of initial conditions lies “inside” the surface S0 ∩ [−1, 1]3;

• Physicists observed (numerically) chaotic orbits as well as elliptic islands...

William N. Yessen (UC Irvine) October 1, 2012 12 / 16

Page 62: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

A. Romanelli, The Fibonacci Quantum Walk and its Classical Trace Map

William N. Yessen (UC Irvine) October 1, 2012 13 / 16

Page 63: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

A. Romanelli, The Fibonacci Quantum Walk and its Classical Trace Map

William N. Yessen (UC Irvine) October 1, 2012 14 / 16

Page 64: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

Theorem (Joint with A. Gorodetski)

There exists V0 ∈ (−1, 0) such that for all V ∈ (V0, 0), the map fV has a locally maximalcompact hyperbolic set ΛV in SV with the following properties.

1. The sequence ΛV is dynamically monotone; that is, for V2 > V1, ΛV2 contains thecontinuation of ΛV1 ;

2. The Hausdorff dimension of ΛV tends to two as V tends to zero;

3. ΛV exhibits persistent generically unfolding quadratic homoclinic tangencies;

4. There exists a residual set R ⊂ (V0, 0) such that for all V ∈ R, f |SV has a nested

sequence of hyperbolic sets Λ(0)V ⊆ Λ

(1)V ⊆ · · · , with Λ

(0)V = ΛV , and the Hausdorff

dimension of Λ(n)V tends to two as n tends to infinity;

5. The set ΩV =⋃

n∈N Λ(n)V is a transitive invariant set of f |SV whose Hausdorff

dimension is equal to two;

6. Each point of ΩV is accumulated by elliptic islands.

Question: Is ΩV of positive Lebesgue measure?

William N. Yessen (UC Irvine) October 1, 2012 15 / 16

Page 65: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

Theorem (Joint with A. Gorodetski)

There exists V0 ∈ (−1, 0) such that for all V ∈ (V0, 0), the map fV has a locally maximalcompact hyperbolic set ΛV in SV with the following properties.

1. The sequence ΛV is dynamically monotone; that is, for V2 > V1, ΛV2 contains thecontinuation of ΛV1 ;

2. The Hausdorff dimension of ΛV tends to two as V tends to zero;

3. ΛV exhibits persistent generically unfolding quadratic homoclinic tangencies;

4. There exists a residual set R ⊂ (V0, 0) such that for all V ∈ R, f |SV has a nested

sequence of hyperbolic sets Λ(0)V ⊆ Λ

(1)V ⊆ · · · , with Λ

(0)V = ΛV , and the Hausdorff

dimension of Λ(n)V tends to two as n tends to infinity;

5. The set ΩV =⋃

n∈N Λ(n)V is a transitive invariant set of f |SV whose Hausdorff

dimension is equal to two;

6. Each point of ΩV is accumulated by elliptic islands.

Question: Is ΩV of positive Lebesgue measure?

William N. Yessen (UC Irvine) October 1, 2012 15 / 16

Page 66: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

Theorem (Joint with A. Gorodetski)

There exists V0 ∈ (−1, 0) such that for all V ∈ (V0, 0), the map fV has a locally maximalcompact hyperbolic set ΛV in SV with the following properties.

1. The sequence ΛV is dynamically monotone; that is, for V2 > V1, ΛV2 contains thecontinuation of ΛV1 ;

2. The Hausdorff dimension of ΛV tends to two as V tends to zero;

3. ΛV exhibits persistent generically unfolding quadratic homoclinic tangencies;

4. There exists a residual set R ⊂ (V0, 0) such that for all V ∈ R, f |SV has a nested

sequence of hyperbolic sets Λ(0)V ⊆ Λ

(1)V ⊆ · · · , with Λ

(0)V = ΛV , and the Hausdorff

dimension of Λ(n)V tends to two as n tends to infinity;

5. The set ΩV =⋃

n∈N Λ(n)V is a transitive invariant set of f |SV whose Hausdorff

dimension is equal to two;

6. Each point of ΩV is accumulated by elliptic islands.

Question: Is ΩV of positive Lebesgue measure?

William N. Yessen (UC Irvine) October 1, 2012 15 / 16

Page 67: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

Theorem (Joint with A. Gorodetski)

There exists V0 ∈ (−1, 0) such that for all V ∈ (V0, 0), the map fV has a locally maximalcompact hyperbolic set ΛV in SV with the following properties.

1. The sequence ΛV is dynamically monotone; that is, for V2 > V1, ΛV2 contains thecontinuation of ΛV1 ;

2. The Hausdorff dimension of ΛV tends to two as V tends to zero;

3. ΛV exhibits persistent generically unfolding quadratic homoclinic tangencies;

4. There exists a residual set R ⊂ (V0, 0) such that for all V ∈ R, f |SV has a nested

sequence of hyperbolic sets Λ(0)V ⊆ Λ

(1)V ⊆ · · · , with Λ

(0)V = ΛV , and the Hausdorff

dimension of Λ(n)V tends to two as n tends to infinity;

5. The set ΩV =⋃

n∈N Λ(n)V is a transitive invariant set of f |SV whose Hausdorff

dimension is equal to two;

6. Each point of ΩV is accumulated by elliptic islands.

Question: Is ΩV of positive Lebesgue measure?

William N. Yessen (UC Irvine) October 1, 2012 15 / 16

Page 68: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

Theorem (Joint with A. Gorodetski)

There exists V0 ∈ (−1, 0) such that for all V ∈ (V0, 0), the map fV has a locally maximalcompact hyperbolic set ΛV in SV with the following properties.

1. The sequence ΛV is dynamically monotone; that is, for V2 > V1, ΛV2 contains thecontinuation of ΛV1 ;

2. The Hausdorff dimension of ΛV tends to two as V tends to zero;

3. ΛV exhibits persistent generically unfolding quadratic homoclinic tangencies;

4. There exists a residual set R ⊂ (V0, 0) such that for all V ∈ R, f |SV has a nested

sequence of hyperbolic sets Λ(0)V ⊆ Λ

(1)V ⊆ · · · , with Λ

(0)V = ΛV , and the Hausdorff

dimension of Λ(n)V tends to two as n tends to infinity;

5. The set ΩV =⋃

n∈N Λ(n)V is a transitive invariant set of f |SV whose Hausdorff

dimension is equal to two;

6. Each point of ΩV is accumulated by elliptic islands.

Question: Is ΩV of positive Lebesgue measure?

William N. Yessen (UC Irvine) October 1, 2012 15 / 16

Page 69: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

Theorem (Joint with A. Gorodetski)

There exists V0 ∈ (−1, 0) such that for all V ∈ (V0, 0), the map fV has a locally maximalcompact hyperbolic set ΛV in SV with the following properties.

1. The sequence ΛV is dynamically monotone; that is, for V2 > V1, ΛV2 contains thecontinuation of ΛV1 ;

2. The Hausdorff dimension of ΛV tends to two as V tends to zero;

3. ΛV exhibits persistent generically unfolding quadratic homoclinic tangencies;

4. There exists a residual set R ⊂ (V0, 0) such that for all V ∈ R, f |SV has a nested

sequence of hyperbolic sets Λ(0)V ⊆ Λ

(1)V ⊆ · · · , with Λ

(0)V = ΛV , and the Hausdorff

dimension of Λ(n)V tends to two as n tends to infinity;

5. The set ΩV =⋃

n∈N Λ(n)V is a transitive invariant set of f |SV whose Hausdorff

dimension is equal to two;

6. Each point of ΩV is accumulated by elliptic islands.

Question: Is ΩV of positive Lebesgue measure?

William N. Yessen (UC Irvine) October 1, 2012 15 / 16

Page 70: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

Theorem (Joint with A. Gorodetski)

There exists V0 ∈ (−1, 0) such that for all V ∈ (V0, 0), the map fV has a locally maximalcompact hyperbolic set ΛV in SV with the following properties.

1. The sequence ΛV is dynamically monotone; that is, for V2 > V1, ΛV2 contains thecontinuation of ΛV1 ;

2. The Hausdorff dimension of ΛV tends to two as V tends to zero;

3. ΛV exhibits persistent generically unfolding quadratic homoclinic tangencies;

4. There exists a residual set R ⊂ (V0, 0) such that for all V ∈ R, f |SV has a nested

sequence of hyperbolic sets Λ(0)V ⊆ Λ

(1)V ⊆ · · · , with Λ

(0)V = ΛV , and the Hausdorff

dimension of Λ(n)V tends to two as n tends to infinity;

5. The set ΩV =⋃

n∈N Λ(n)V is a transitive invariant set of f |SV whose Hausdorff

dimension is equal to two;

6. Each point of ΩV is accumulated by elliptic islands.

Question: Is ΩV of positive Lebesgue measure?

William N. Yessen (UC Irvine) October 1, 2012 15 / 16

Page 71: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The Fibonacci Trace Map - Conservative Homoclinic Phenomenon on SV<0

Theorem (Joint with A. Gorodetski)

There exists V0 ∈ (−1, 0) such that for all V ∈ (V0, 0), the map fV has a locally maximalcompact hyperbolic set ΛV in SV with the following properties.

1. The sequence ΛV is dynamically monotone; that is, for V2 > V1, ΛV2 contains thecontinuation of ΛV1 ;

2. The Hausdorff dimension of ΛV tends to two as V tends to zero;

3. ΛV exhibits persistent generically unfolding quadratic homoclinic tangencies;

4. There exists a residual set R ⊂ (V0, 0) such that for all V ∈ R, f |SV has a nested

sequence of hyperbolic sets Λ(0)V ⊆ Λ

(1)V ⊆ · · · , with Λ

(0)V = ΛV , and the Hausdorff

dimension of Λ(n)V tends to two as n tends to infinity;

5. The set ΩV =⋃

n∈N Λ(n)V is a transitive invariant set of f |SV whose Hausdorff

dimension is equal to two;

6. Each point of ΩV is accumulated by elliptic islands.

Question: Is ΩV of positive Lebesgue measure?

William N. Yessen (UC Irvine) October 1, 2012 15 / 16

Page 72: Dynamics of trace maps motivated by applications in spectral theory of quasicrystals · 2012. 10. 10. · Dynamics of trace maps motivated by applications in spectral theory of quasicrystals

The End

Thank You for your attention!

William N. Yessen (UC Irvine) October 1, 2012 16 / 16