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Dynamical systems Expanding maps on the circle. Coding Jana - - PowerPoint PPT Presentation

coding the shift transformation Dynamical systems Expanding maps on the circle. Coding Jana Rodriguez Hertz ICTP 2018 coding the shift transformation coding Index coding 1 coding the space + 2 the shift transformation 2


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SLIDE 1

coding the shift transformation

Dynamical systems

Expanding maps on the circle. Coding Jana Rodriguez Hertz

ICTP

2018

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SLIDE 2

coding the shift transformation coding

Index

1

coding coding the space Σ+

2 2

the shift transformation properties of the shift

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SLIDE 3

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x =

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SLIDE 4

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 0

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SLIDE 5

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 0

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SLIDE 6

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 00

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SLIDE 7

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 00

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SLIDE 8

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 000

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SLIDE 9

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 000

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SLIDE 10

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 0000

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SLIDE 11

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 0000

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SLIDE 12

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 00001

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SLIDE 13

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 00001

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SLIDE 14

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 000011

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SLIDE 15

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 000011

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SLIDE 16

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 0000110

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SLIDE 17

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 0000110

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SLIDE 18

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 00001100

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SLIDE 19

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 00001100

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SLIDE 20

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 000011001

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SLIDE 21

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 000011001

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SLIDE 22

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 0000110011

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SLIDE 23

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 0000110011

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SLIDE 24

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 00001100110011

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SLIDE 25

coding the shift transformation coding

coding

Consider f : S1 → S1 such that f(x) = 2x mod 1 x = 00001100110011 . . .

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SLIDE 26

coding the shift transformation the space Σ+

2

Index

1

coding coding the space Σ+

2 2

the shift transformation properties of the shift

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SLIDE 27

coding the shift transformation the space Σ+

2

the space Σ+

2

Σ+

2

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SLIDE 28

coding the shift transformation the space Σ+

2

the space Σ+

2

Σ+

2 = {0, 1}N

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SLIDE 29

coding the shift transformation the space Σ+

2

the space Σ+

2

Σ+

2 = {0, 1}N

x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 . . . 1 1 1 1 1 1 . . .

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SLIDE 30

coding the shift transformation the space Σ+

2

the space Σ+

2

Σ+

2 = {0, 1}N

x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 . . . 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 . . .

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SLIDE 31

coding the shift transformation the space Σ+

2

the space Σ+

2

Σ+

2 = {0, 1}N

x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 . . . 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 . . .

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SLIDE 32

coding the shift transformation the space Σ+

2

the space Σ+

2

Σ+

2 = {0, 1}N

x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 . . . 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 1 . . .

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SLIDE 33

coding the shift transformation the space Σ+

2

the space Σ+

2

Σ+

2 = {0, 1}N

x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 . . . 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 1 . . . . . . . . .

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SLIDE 34

coding the shift transformation the space Σ+

2

a metric on Σ+

2

We can define a metric on Σ+

2 :

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SLIDE 35

coding the shift transformation the space Σ+

2

a metric on Σ+

2

We can define a metric on Σ+

2 :

d(x, y) =

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SLIDE 36

coding the shift transformation the space Σ+

2

a metric on Σ+

2

We can define a metric on Σ+

2 :

d(x, y) =

  • n=0

|xn − yn| 3n+1

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SLIDE 37

coding the shift transformation the space Σ+

2

a metric on Σ+

2

We can define a metric on Σ+

2 :

d(x, y) =

  • n=0

|xn − yn| 3n+1

Proposition

(Σ+

2 , d) is a compact metric space

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SLIDE 38

coding the shift transformation the space Σ+

2

a metric on Σ+

2

We can define a metric on Σ+

2 :

d(x, y) =

  • n=0

|xn − yn| 3n+1

Proposition

(Σ+

2 , d) is a compact metric space

d(x, y) < 1/

3n+1

⇔ xi = yi for i = 0, . . . , n

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SLIDE 39

coding the shift transformation the space Σ+

2

example

example

points in B(1, 1/

36)

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SLIDE 40

coding the shift transformation the space Σ+

2

example

example

points in B(1, 1/

36)

x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 . . . 1 1 1 1 1 1 1 1 1 . . .

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SLIDE 41

coding the shift transformation the space Σ+

2

example

example

points in B(1, 1/

36)

x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 . . . 1 1 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 1 1 . . .

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SLIDE 42

coding the shift transformation the space Σ+

2

example

example

points in B(1, 1/

36)

x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 . . . 1 1 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 1 1 . . .

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SLIDE 43

coding the shift transformation the space Σ+

2

example

example

points in B(1, 1/

36)

x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 . . . 1 1 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 1 1 1 1 . . .

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SLIDE 44

coding the shift transformation the space Σ+

2

example

example

points in B(1, 1/

36)

x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 . . . 1 1 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 1 1 . . . 1 1 1 1 1 1 1 1 1 1 1 . . . . . . . . .

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SLIDE 45

coding the shift transformation

the shift transformation

the shift transformation

the shift transformation σ : Σ+ → Σ+

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SLIDE 46

coding the shift transformation

the shift transformation

the shift transformation

the shift transformation σ : Σ+ → Σ+ is defined by

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SLIDE 47

coding the shift transformation

the shift transformation

the shift transformation

the shift transformation σ : Σ+ → Σ+ is defined by [σ(x)]n = xn+1

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SLIDE 48

coding the shift transformation

example

example

x x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 . . . x 1 1 1 1 1 1 . . .

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SLIDE 49

coding the shift transformation

example

example

x x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 . . . x 1 1 1 1 1 1 . . . σ(x) 1 1 1 1 1 . . .

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SLIDE 50

coding the shift transformation

example

example

x x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 . . . x 1 1 1 1 1 1 . . . σ(x) 1 1 1 1 1 . . . σ2(x) 1 1 1 1 1 1 . . .

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SLIDE 51

coding the shift transformation

example

example

x x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 . . . x 1 1 1 1 1 1 . . . σ(x) 1 1 1 1 1 . . . σ2(x) 1 1 1 1 1 1 . . . σ3(x) 1 1 1 1 1 1 . . .

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SLIDE 52

coding the shift transformation

example

example

x x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 . . . x 1 1 1 1 1 1 . . . σ(x) 1 1 1 1 1 . . . σ2(x) 1 1 1 1 1 1 . . . σ3(x) 1 1 1 1 1 1 . . . σ4(x) 1 1 1 1 1 . . .

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SLIDE 53

coding the shift transformation

example

example

x x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 . . . x 1 1 1 1 1 1 . . . σ(x) 1 1 1 1 1 . . . σ2(x) 1 1 1 1 1 1 . . . σ3(x) 1 1 1 1 1 1 . . . σ4(x) 1 1 1 1 1 . . . σ5(x) 1 1 1 1 1 1 . . .

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SLIDE 54

coding the shift transformation

example

example

x x0 x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 . . . x 1 1 1 1 1 1 . . . σ(x) 1 1 1 1 1 . . . σ2(x) 1 1 1 1 1 1 . . . σ3(x) 1 1 1 1 1 1 . . . σ4(x) 1 1 1 1 1 . . . σ5(x) 1 1 1 1 1 1 . . . . . . . . .

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SLIDE 55

coding the shift transformation properties of the shift

Index

1

coding coding the space Σ+

2 2

the shift transformation properties of the shift

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SLIDE 56

coding the shift transformation properties of the shift

fixed points

fixed point

x is a fixed point if σ(x) = x

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SLIDE 57

coding the shift transformation properties of the shift

fixed points

x is a fixed point

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SLIDE 58

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x

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SLIDE 59

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0

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SLIDE 60

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0

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SLIDE 61

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

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SLIDE 62

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

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SLIDE 63

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

2

x0 = 1

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SLIDE 64

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

2

x0 = 1

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SLIDE 65

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

2

x0 = 1

00

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SLIDE 66

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

2

x0 = 1

000

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SLIDE 67

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

2

x0 = 1

0000

slide-68
SLIDE 68

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

2

x0 = 1

0000 . . .

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SLIDE 69

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

2

x0 = 1

0000 . . . 1

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SLIDE 70

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

2

x0 = 1

0000 . . . 11

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SLIDE 71

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

2

x0 = 1

0000 . . . 111

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SLIDE 72

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

2

x0 = 1

0000 . . . 1111

slide-73
SLIDE 73

coding the shift transformation properties of the shift

fixed points

x is a fixed point ⇒ σ(x) = x ⇒ [σ(x)]n = xn for all n ≥ 0 ⇒ xn+1 = xn for all n ≥ 0 two cases:

1

x0 = 0

2

x0 = 1

0000 . . . 1111 . . .

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SLIDE 74

coding the shift transformation properties of the shift

periodic points

periodic point

x is a periodic point if ∃N ≥ 0 such that

  • (x) :

x, σ(x), σ2(x), . . . , σN(x) = x

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SLIDE 75

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2

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SLIDE 76

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x

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SLIDE 77

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0

slide-78
SLIDE 78

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0

slide-79
SLIDE 79

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0 4 cases

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SLIDE 80

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0 4 cases

1

x0x1 = 00

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SLIDE 81

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0 4 cases

1

x0x1 = 00

2

x0x1 = 01

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SLIDE 82

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0 4 cases

1

x0x1 = 00

2

x0x1 = 01

3

x0x1 = 10

slide-83
SLIDE 83

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0 4 cases

1

x0x1 = 00

2

x0x1 = 01

3

x0x1 = 10

4

x0x1 = 11

slide-84
SLIDE 84

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0 4 cases

1

x0x1 = 00

2

x0x1 = 01

3

x0x1 = 10

4

x0x1 = 11

(2) 01

slide-85
SLIDE 85

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0 4 cases

1

x0x1 = 00

2

x0x1 = 01

3

x0x1 = 10

4

x0x1 = 11

(2) 010

slide-86
SLIDE 86

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0 4 cases

1

x0x1 = 00

2

x0x1 = 01

3

x0x1 = 10

4

x0x1 = 11

(2) 0101

slide-87
SLIDE 87

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0 4 cases

1

x0x1 = 00

2

x0x1 = 01

3

x0x1 = 10

4

x0x1 = 11

(2) 01010

slide-88
SLIDE 88

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0 4 cases

1

x0x1 = 00

2

x0x1 = 01

3

x0x1 = 10

4

x0x1 = 11

(2) 010101

slide-89
SLIDE 89

coding the shift transformation properties of the shift

periodic points of period 2

x is a periodic point of period 2 ⇐ ⇒ σ2(x) = x ⇐ ⇒ [σ2(x)]n = xn for each n ≥ 0 ⇐ ⇒ xn+2 = xn for all n ≥ 0 4 cases

1

x0x1 = 00

2

x0x1 = 01

3

x0x1 = 10

4

x0x1 = 11

(2) 010101 . . .

slide-90
SLIDE 90

coding the shift transformation properties of the shift

periodic point are dense

periodic points are dense

the periodic points for the shift transformation are dense in Σ+

2

slide-91
SLIDE 91

coding the shift transformation properties of the shift

transitivity

transitivity

the shift transformation is transitive

slide-92
SLIDE 92

coding the shift transformation properties of the shift

hint

slide-93
SLIDE 93

coding the shift transformation properties of the shift

hint

there is x with dense orbit:

slide-94
SLIDE 94

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x =

slide-95
SLIDE 95

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0

slide-96
SLIDE 96

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1

slide-97
SLIDE 97

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1 00

slide-98
SLIDE 98

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1 00 01

slide-99
SLIDE 99

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1 00 01 10

slide-100
SLIDE 100

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1 00 01 10 11

slide-101
SLIDE 101

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1 00 01 10 11 000

slide-102
SLIDE 102

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1 00 01 10 11 000 001

slide-103
SLIDE 103

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1 00 01 10 11 000 001 010

slide-104
SLIDE 104

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1 00 01 10 11 000 001 010 011

slide-105
SLIDE 105

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1 00 01 10 11 000 001 010 011 100

slide-106
SLIDE 106

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1 00 01 10 11 000 001 010 011 100 . . .

slide-107
SLIDE 107

coding the shift transformation properties of the shift

hint

there is x with dense orbit: x = 0 1 00 01 10 11 000 001 010 011 100 . . . x contains all finite sequences of 0’s and 1’s