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Martine Quefflec University of Lille France For Christian 7/11/2019 M. Quefflec (Lille 1) For Christian 7/11/2019 1 / 16 Normal sets Let = ( t n ) be a sequence of positive integers (more generally real numbers). M.


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SLIDE 1

Martine Queffélec

University of Lille – France

For Christian – 7/11/2019

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 1 / 16

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SLIDE 2

Normal sets

Let Λ = (tn) be a sequence of positive integers (more generally real numbers).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 2 / 16

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SLIDE 3

Normal sets

Let Λ = (tn) be a sequence of positive integers (more generally real numbers).

Definition

The normal set associated to Λ is B(Λ) = {x ∈ R, (tnx) u.d. mod 1} equivalently (Weyl’s criterion) B(Λ) = {x ∈ R, ∀k = 0, 1 N

  • n≤N

e(ktnx) → 0.}

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 2 / 16

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SLIDE 4

Normal sets

Let Λ = (tn) be a sequence of positive integers (more generally real numbers).

Definition

The normal set associated to Λ is B(Λ) = {x ∈ R, (tnx) u.d. mod 1} equivalently (Weyl’s criterion) B(Λ) = {x ∈ R, ∀k = 0, 1 N

  • n≤N

e(ktnx) → 0.} First examples.

1

B(N) = R\Q ; the same holds for Λ = (P(n)) with P ∈ Z[X].

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 2 / 16

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SLIDE 5

Normal sets

Let Λ = (tn) be a sequence of positive integers (more generally real numbers).

Definition

The normal set associated to Λ is B(Λ) = {x ∈ R, (tnx) u.d. mod 1} equivalently (Weyl’s criterion) B(Λ) = {x ∈ R, ∀k = 0, 1 N

  • n≤N

e(ktnx) → 0.} First examples.

1

B(N) = R\Q ; the same holds for Λ = (P(n)) with P ∈ Z[X].

2

If q ≥ 2 and tn = qn, then B(Λ) =: Nq ( normal numbers to base q) with negligible – but uncountable – complement set (Borel).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 2 / 16

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SLIDE 6

Normal sets

Let Λ = (tn) be a sequence of positive integers (more generally real numbers).

Definition

The normal set associated to Λ is B(Λ) = {x ∈ R, (tnx) u.d. mod 1} equivalently (Weyl’s criterion) B(Λ) = {x ∈ R, ∀k = 0, 1 N

  • n≤N

e(ktnx) → 0.} First examples.

1

B(N) = R\Q ; the same holds for Λ = (P(n)) with P ∈ Z[X].

2

If q ≥ 2 and tn = qn, then B(Λ) =: Nq ( normal numbers to base q) with negligible – but uncountable – complement set (Borel).

3

For intermediate growth rate ? For example, the Furstenberg sequence : (sn) = {2j3k, j ≥ 1, k ≥ 1} re-arranged in increasing order?

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 2 / 16

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SLIDE 7

Let B ⊂ R.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 3 / 16

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SLIDE 8

Let B ⊂ R.

Definition (MMF)

B is a normal set if there exists Λ such that B = B(Λ).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 3 / 16

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SLIDE 9

Let B ⊂ R.

Definition (MMF)

B is a normal set if there exists Λ such that B = B(Λ). What does a normal set look like ?

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 3 / 16

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SLIDE 10

Let B ⊂ R.

Definition (MMF)

B is a normal set if there exists Λ such that B = B(Λ). What does a normal set look like ?

  • G. Rauzy (1970) gives the following description :
  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 3 / 16

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SLIDE 11

Let B ⊂ R.

Definition (MMF)

B is a normal set if there exists Λ such that B = B(Λ). What does a normal set look like ?

  • G. Rauzy (1970) gives the following description :

Theorem

B ⊂ R is a normal set if and only if

1

0 / ∈ B, B + 1 = B.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 3 / 16

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SLIDE 12

Let B ⊂ R.

Definition (MMF)

B is a normal set if there exists Λ such that B = B(Λ). What does a normal set look like ?

  • G. Rauzy (1970) gives the following description :

Theorem

B ⊂ R is a normal set if and only if

1

0 / ∈ B, B + 1 = B.

2

∀q ∈ Z∗, qB ⊂ B.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 3 / 16

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SLIDE 13

Let B ⊂ R.

Definition (MMF)

B is a normal set if there exists Λ such that B = B(Λ). What does a normal set look like ?

  • G. Rauzy (1970) gives the following description :

Theorem

B ⊂ R is a normal set if and only if

1

0 / ∈ B, B + 1 = B.

2

∀q ∈ Z∗, qB ⊂ B.

3

There exists a sequence of continuous functions on R, (fn), such that lim

n→∞ fn(x) = 0 ⇐

⇒ x ∈ B.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 3 / 16

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SLIDE 14

Let B ⊂ R.

Definition (MMF)

B is a normal set if there exists Λ such that B = B(Λ). What does a normal set look like ?

  • G. Rauzy (1970) gives the following description :

Theorem

B ⊂ R is a normal set if and only if

1

0 / ∈ B, B + 1 = B.

2

∀q ∈ Z∗, qB ⊂ B.

3

There exists a sequence of continuous functions on R, (fn), such that lim

n→∞ fn(x) = 0 ⇐

⇒ x ∈ B.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 3 / 16

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SLIDE 15

Let B ⊂ R.

Definition (MMF)

B is a normal set if there exists Λ such that B = B(Λ). What does a normal set look like ?

  • G. Rauzy (1970) gives the following description :

Theorem

B ⊂ R is a normal set if and only if

1

0 / ∈ B, B + 1 = B.

2

∀q ∈ Z∗, qB ⊂ B.

3

There exists a sequence of continuous functions on R, (fn), such that lim

n→∞ fn(x) = 0 ⇐

⇒ x ∈ B.

  • Comments. 1. No information on the associated sequence Λ.
  • 2. No such result if we impose Λ to be an increasing sequence.
  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 3 / 16

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SLIDE 16

Christian’s result on substitutive normal sets

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 4 / 16

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SLIDE 17

Christian’s result on substitutive normal sets

In 1980, together with Christol, Kamae and Mendes France, G. Rauzy has written a founding paper on algebraic numbers, automata and substitutions.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 4 / 16

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SLIDE 18

Christian’s result on substitutive normal sets

In 1980, together with Christol, Kamae and Mendes France, G. Rauzy has written a founding paper on algebraic numbers, automata and substitutions. Unsurprinsingly, Rauzy proposed to his student, Christian, the study of sequences of integers defined by some automaton or substitution. In particular, can we describe the associated normal sets ?

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 4 / 16

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SLIDE 19

Christian’s result on substitutive normal sets

In 1980, together with Christol, Kamae and Mendes France, G. Rauzy has written a founding paper on algebraic numbers, automata and substitutions. Unsurprinsingly, Rauzy proposed to his student, Christian, the study of sequences of integers defined by some automaton or substitution. In particular, can we describe the associated normal sets ? In 1989 Christian brings a complete answer to this problem in the irreducible case.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 4 / 16

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SLIDE 20

Christian’s result on substitutive normal sets

In 1980, together with Christol, Kamae and Mendes France, G. Rauzy has written a founding paper on algebraic numbers, automata and substitutions. Unsurprinsingly, Rauzy proposed to his student, Christian, the study of sequences of integers defined by some automaton or substitution. In particular, can we describe the associated normal sets ? In 1989 Christian brings a complete answer to this problem in the irreducible case.

Theorem

B ⊂ R is a normal set associated to some irreducible substitution if and only if R\B is a finite real field extension of Q.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 4 / 16

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SLIDE 21

Christian’s result on substitutive normal sets

In 1980, together with Christol, Kamae and Mendes France, G. Rauzy has written a founding paper on algebraic numbers, automata and substitutions. Unsurprinsingly, Rauzy proposed to his student, Christian, the study of sequences of integers defined by some automaton or substitution. In particular, can we describe the associated normal sets ? In 1989 Christian brings a complete answer to this problem in the irreducible case.

Theorem

B ⊂ R is a normal set associated to some irreducible substitution if and only if R\B is a finite real field extension of Q. We need some clarification...

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 4 / 16

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SLIDE 22

Reminds on substitutions

Let ζ be a substitution on a finite alphabet A of cardinality s (a map A → A∗ extended by concatenation). A is identified to {1, 2, . . . , s}.

1

M := M(ζ) is the s × s-matrix with entries mi,j = #{j ∈ ζ(i)}, i, j ∈ A.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 5 / 16

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SLIDE 23

Reminds on substitutions

Let ζ be a substitution on a finite alphabet A of cardinality s (a map A → A∗ extended by concatenation). A is identified to {1, 2, . . . , s}.

1

M := M(ζ) is the s × s-matrix with entries mi,j = #{j ∈ ζ(i)}, i, j ∈ A.

2

M (or ζ) is irreducible if, for every (i, j) there exists n = n(i, j) such that j appears in ζn(i) i.e. (Mn)i,j > 0.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 5 / 16

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SLIDE 24

Reminds on substitutions

Let ζ be a substitution on a finite alphabet A of cardinality s (a map A → A∗ extended by concatenation). A is identified to {1, 2, . . . , s}.

1

M := M(ζ) is the s × s-matrix with entries mi,j = #{j ∈ ζ(i)}, i, j ∈ A.

2

M (or ζ) is irreducible if, for every (i, j) there exists n = n(i, j) such that j appears in ζn(i) i.e. (Mn)i,j > 0.

3

M (or ζ) is primitive if n exists such that Mn

i,j > 0 for every (i, j) (or Mn > 0).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 5 / 16

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SLIDE 25

Reminds on substitutions

Let ζ be a substitution on a finite alphabet A of cardinality s (a map A → A∗ extended by concatenation). A is identified to {1, 2, . . . , s}.

1

M := M(ζ) is the s × s-matrix with entries mi,j = #{j ∈ ζ(i)}, i, j ∈ A.

2

M (or ζ) is irreducible if, for every (i, j) there exists n = n(i, j) such that j appears in ζn(i) i.e. (Mn)i,j > 0.

3

M (or ζ) is primitive if n exists such that Mn

i,j > 0 for every (i, j) (or Mn > 0).

4

The eigenvalues of M are algebraic integers. If M is primitive, M admits a simple positive and dominant eigenvalue θ, which is a Perron number, i.e. |θj| < θ (θj other eigenvalues of M) ; if M irreducible only, one has |θj| ≤ θ only.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 5 / 16

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SLIDE 26

Reminds on substitutions

Let ζ be a substitution on a finite alphabet A of cardinality s (a map A → A∗ extended by concatenation). A is identified to {1, 2, . . . , s}.

1

M := M(ζ) is the s × s-matrix with entries mi,j = #{j ∈ ζ(i)}, i, j ∈ A.

2

M (or ζ) is irreducible if, for every (i, j) there exists n = n(i, j) such that j appears in ζn(i) i.e. (Mn)i,j > 0.

3

M (or ζ) is primitive if n exists such that Mn

i,j > 0 for every (i, j) (or Mn > 0).

4

The eigenvalues of M are algebraic integers. If M is primitive, M admits a simple positive and dominant eigenvalue θ, which is a Perron number, i.e. |θj| < θ (θj other eigenvalues of M) ; if M irreducible only, one has |θj| ≤ θ only.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 5 / 16

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SLIDE 27

Reminds on substitutions

Let ζ be a substitution on a finite alphabet A of cardinality s (a map A → A∗ extended by concatenation). A is identified to {1, 2, . . . , s}.

1

M := M(ζ) is the s × s-matrix with entries mi,j = #{j ∈ ζ(i)}, i, j ∈ A.

2

M (or ζ) is irreducible if, for every (i, j) there exists n = n(i, j) such that j appears in ζn(i) i.e. (Mn)i,j > 0.

3

M (or ζ) is primitive if n exists such that Mn

i,j > 0 for every (i, j) (or Mn > 0).

4

The eigenvalues of M are algebraic integers. If M is primitive, M admits a simple positive and dominant eigenvalue θ, which is a Perron number, i.e. |θj| < θ (θj other eigenvalues of M) ; if M irreducible only, one has |θj| ≤ θ only.

  • Example. 1 → 2, 2 → 346, 3 → 15, 4 → 1, 5 → 2, 6 → 5 irreducible but not primitive.
  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 5 / 16

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SLIDE 28

Reminds on substitutions

Let ζ be an irreducible substitution on A := {1, 2, . . . , s}.

1

There exists a ∈ A such that ζ(a) begins with a and |ζ(a)| ≥ 2 (up to some iteration). Thus ζ∞(a) =: u is a fixed point of ζ.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 6 / 16

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SLIDE 29

Reminds on substitutions

Let ζ be an irreducible substitution on A := {1, 2, . . . , s}.

1

There exists a ∈ A such that ζ(a) begins with a and |ζ(a)| ≥ 2 (up to some iteration). Thus ζ∞(a) =: u is a fixed point of ζ.

2

Every letter, every word of u occurs in u infinitely often.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 6 / 16

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SLIDE 30

Reminds on substitutions

Let ζ be an irreducible substitution on A := {1, 2, . . . , s}.

1

There exists a ∈ A such that ζ(a) begins with a and |ζ(a)| ≥ 2 (up to some iteration). Thus ζ∞(a) =: u is a fixed point of ζ.

2

Every letter, every word of u occurs in u infinitely often.

3

If e is the column vector (1, 1, . . . , 1), Mne = ℓn where ℓn := (ℓn(1) = |ζn(1)|, . . . , ℓn(s) = |ζn(s)|) (the column length vector).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 6 / 16

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SLIDE 31

Reminds on substitutions

Let ζ be an irreducible substitution on A := {1, 2, . . . , s}.

1

There exists a ∈ A such that ζ(a) begins with a and |ζ(a)| ≥ 2 (up to some iteration). Thus ζ∞(a) =: u is a fixed point of ζ.

2

Every letter, every word of u occurs in u infinitely often.

3

If e is the column vector (1, 1, . . . , 1), Mne = ℓn where ℓn := (ℓn(1) = |ζn(1)|, . . . , ℓn(s) = |ζn(s)|) (the column length vector).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 6 / 16

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SLIDE 32

Reminds on substitutions

Let ζ be an irreducible substitution on A := {1, 2, . . . , s}.

1

There exists a ∈ A such that ζ(a) begins with a and |ζ(a)| ≥ 2 (up to some iteration). Thus ζ∞(a) =: u is a fixed point of ζ.

2

Every letter, every word of u occurs in u infinitely often.

3

If e is the column vector (1, 1, . . . , 1), Mne = ℓn where ℓn := (ℓn(1) = |ζn(1)|, . . . , ℓn(s) = |ζn(s)|) (the column length vector). Back to Christian’s result. Let ζ be an irreducible substitution on A admitting an infinite fixed point u. Let Λ := Λ(u, a) be the increasing sequence obtained by indexing the appearances of the letter a in u. Then B = B(Λ) for some u, a ⇐ ⇒ R\B is a finite real field extension of Q (generated by the θj involved in Λ).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 6 / 16

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SLIDE 33

Sketch of proof

Two main steps for the necessary condition and two ingredients for the reciprocal.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 7 / 16

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SLIDE 34

Sketch of proof

Two main steps for the necessary condition and two ingredients for the reciprocal. (= ⇒) 1. W := R\B non-normal set. Christian proves (key point) W = {α ∈ R, ∃k = 0, ∀i ∈ {1, . . . , s} lim

n→∞ e(kℓn(i)α) = 1}

(because the sequence (tn) is generated by the (ℓn(i)), i ∈ A, and irreducibility.)

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 7 / 16

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SLIDE 35

Sketch of proof

Two main steps for the necessary condition and two ingredients for the reciprocal. (= ⇒) 1. W := R\B non-normal set. Christian proves (key point) W = {α ∈ R, ∃k = 0, ∀i ∈ {1, . . . , s} lim

n→∞ e(kℓn(i)α) = 1}

(because the sequence (tn) is generated by the (ℓn(i)), i ∈ A, and irreducibility.)

  • 2. Algebraic description of Wi = {α ∈ R, limn→∞ e(ℓn(i)α) = 1}.

Observe : ℓn(i) =

θ∈Θi Pi(n)θn. Christian invokes a famous theorem of Pisot :

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 7 / 16

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SLIDE 36

Sketch of proof

Two main steps for the necessary condition and two ingredients for the reciprocal. (= ⇒) 1. W := R\B non-normal set. Christian proves (key point) W = {α ∈ R, ∃k = 0, ∀i ∈ {1, . . . , s} lim

n→∞ e(kℓn(i)α) = 1}

(because the sequence (tn) is generated by the (ℓn(i)), i ∈ A, and irreducibility.)

  • 2. Algebraic description of Wi = {α ∈ R, limn→∞ e(ℓn(i)α) = 1}.

Observe : ℓn(i) =

θ∈Θi Pi(n)θn. Christian invokes a famous theorem of Pisot :

Theorem (Pisot 1939)

Let θ be an algebraic number, |θ| ≥ 1, and λ ∈ R such that ||λθn|| → 0 ; then θ Pisot number and λ ∈ Q(θ).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 7 / 16

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SLIDE 37

Sketch of proof

Two main steps for the necessary condition and two ingredients for the reciprocal. (= ⇒) 1. W := R\B non-normal set. Christian proves (key point) W = {α ∈ R, ∃k = 0, ∀i ∈ {1, . . . , s} lim

n→∞ e(kℓn(i)α) = 1}

(because the sequence (tn) is generated by the (ℓn(i)), i ∈ A, and irreducibility.)

  • 2. Algebraic description of Wi = {α ∈ R, limn→∞ e(ℓn(i)α) = 1}.

Observe : ℓn(i) =

θ∈Θi Pi(n)θn. Christian invokes a famous theorem of Pisot :

Theorem (Pisot 1939)

Let θ be an algebraic number, |θ| ≥ 1, and λ ∈ R such that ||λθn|| → 0 ; then θ Pisot number and λ ∈ Q(θ). He gets this improvement (and the implication) :

Theorem (Pisot family)

Let θ1, . . . , θr be distinct algebraic numbers, |θi| ≥ 1 for 1 ≤ i ≤ r ; let Pi ∈ Z[X], and αi ∈ R, 1 ≤ i ≤ r, not all zero, with ||

1≤i≤r αiPi(n)θn i || → 0. Then the θ′ i s are

algebraic integers, every conjugate of the θ′

i s (different from θi) belongs to the unit open

disk and αi ∈ Q(θi) for every i.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 7 / 16

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SLIDE 38

(⇐ =) 1. Pisot proved in his thesis : If F is a finite real field extension of Q of degree s, there exists a Pisot number θ of degree s such that F = Q(θ).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 8 / 16

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SLIDE 39

(⇐ =) 1. Pisot proved in his thesis : If F is a finite real field extension of Q of degree s, there exists a Pisot number θ of degree s such that F = Q(θ). Let us fix this θ.

Theorem (Lind 1992)

If θ is a Perron number (|θj| < θ), there exists M = (mi,j) ∈ Ns×s, M ≥ 0 and M primitive such that θ and its conjugates are the set of eigenvalues of M.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 8 / 16

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SLIDE 40

(⇐ =) 1. Pisot proved in his thesis : If F is a finite real field extension of Q of degree s, there exists a Pisot number θ of degree s such that F = Q(θ). Let us fix this θ.

Theorem (Lind 1992)

If θ is a Perron number (|θj| < θ), there exists M = (mi,j) ∈ Ns×s, M ≥ 0 and M primitive such that θ and its conjugates are the set of eigenvalues of M.

  • 2. Finally ζ defined on A = {a1, . . . , as} by

ζ(ai) = a

mi,1 1

a

mi,2 2

· · · a

mi,s s

∀ai ∈ A, u = ζ∞(a1) and Λ indexing the occurrences of a1 in u do the job. ♦♦♦

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 8 / 16

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SLIDE 41

(⇐ =) 1. Pisot proved in his thesis : If F is a finite real field extension of Q of degree s, there exists a Pisot number θ of degree s such that F = Q(θ). Let us fix this θ.

Theorem (Lind 1992)

If θ is a Perron number (|θj| < θ), there exists M = (mi,j) ∈ Ns×s, M ≥ 0 and M primitive such that θ and its conjugates are the set of eigenvalues of M.

  • 2. Finally ζ defined on A = {a1, . . . , as} by

ζ(ai) = a

mi,1 1

a

mi,2 2

· · · a

mi,s s

∀ai ∈ A, u = ζ∞(a1) and Λ indexing the occurrences of a1 in u do the job. ♦♦♦

  • Examples. 1. Fibonacci : ζ(a) = ab, ζ(b) = a, u = ζ∞(a) ; here,

ℓn(a) = fn+1, ℓn(b) = fn and W = Q( √ 5).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 8 / 16

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SLIDE 42

(⇐ =) 1. Pisot proved in his thesis : If F is a finite real field extension of Q of degree s, there exists a Pisot number θ of degree s such that F = Q(θ). Let us fix this θ.

Theorem (Lind 1992)

If θ is a Perron number (|θj| < θ), there exists M = (mi,j) ∈ Ns×s, M ≥ 0 and M primitive such that θ and its conjugates are the set of eigenvalues of M.

  • 2. Finally ζ defined on A = {a1, . . . , as} by

ζ(ai) = a

mi,1 1

a

mi,2 2

· · · a

mi,s s

∀ai ∈ A, u = ζ∞(a1) and Λ indexing the occurrences of a1 in u do the job. ♦♦♦

  • Examples. 1. Fibonacci : ζ(a) = ab, ζ(b) = a, u = ζ∞(a) ; here,

ℓn(a) = fn+1, ℓn(b) = fn and W = Q( √ 5).

  • 2. ζ(a) = abb, ζ(b) = ba, u = ζ∞(a) ; here, W = Q(

√ 2), since ℓn(a) = ((1 + √ 2)n+1 + (1 − √ 2)n+1)/2, ℓn(b) = ((1 + √ 2)n+1 − (1 − √ 2)n+1)/2 √ 2.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 8 / 16

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SLIDE 43

Further perspectives in the spirit of Christian’s result

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 9 / 16

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SLIDE 44

Further perspectives in the spirit of Christian’s result

1

Normal set associated to subsequences of prime numbers (cf Bruno’s talk).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 9 / 16

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SLIDE 45

Further perspectives in the spirit of Christian’s result

1

Normal set associated to subsequences of prime numbers (cf Bruno’s talk).

2

Normal set associated to (subsets of) ellipsephic integers (cf Cécile’s talk).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 9 / 16

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SLIDE 46

Further perspectives in the spirit of Christian’s result

1

Normal set associated to subsequences of prime numbers (cf Bruno’s talk).

2

Normal set associated to (subsets of) ellipsephic integers (cf Cécile’s talk).

3

Noticeable subgroups of the circle (emerging from the proof).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 9 / 16

slide-47
SLIDE 47

Further perspectives in the spirit of Christian’s result

1

Normal set associated to subsequences of prime numbers (cf Bruno’s talk).

2

Normal set associated to (subsets of) ellipsephic integers (cf Cécile’s talk).

3

Noticeable subgroups of the circle (emerging from the proof).

4

Size of more general non-normal sets.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 9 / 16

slide-48
SLIDE 48

Further perspectives in the spirit of Christian’s result

1

Normal set associated to subsequences of prime numbers (cf Bruno’s talk).

2

Normal set associated to (subsets of) ellipsephic integers (cf Cécile’s talk).

3

Noticeable subgroups of the circle (emerging from the proof).

4

Size of more general non-normal sets.

5

Link with rigid sequences.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 9 / 16

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SLIDE 49

Noticeable subgroups of the circle

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 10 / 16

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SLIDE 50

Noticeable subgroups of the circle

We focus now on the circle T ∼ [0, 1).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 10 / 16

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SLIDE 51

Noticeable subgroups of the circle

We focus now on the circle T ∼ [0, 1). Let Λ = (tn) be a sequence of positive integers. Inspired by the part 1. of the proof, we denote H∞(Λ) = {x ∈ T, ||tnx|| → 0}; and more generally, for p ≥ 1 Hp(Λ) = {x ∈ T,

  • n

||tnx||p < ∞}.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 10 / 16

slide-52
SLIDE 52

Noticeable subgroups of the circle

We focus now on the circle T ∼ [0, 1). Let Λ = (tn) be a sequence of positive integers. Inspired by the part 1. of the proof, we denote H∞(Λ) = {x ∈ T, ||tnx|| → 0}; and more generally, for p ≥ 1 Hp(Λ) = {x ∈ T,

  • n

||tnx||p < ∞}.

  • Questions. 1. When are those subgroups countable ?
  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 10 / 16

slide-53
SLIDE 53

Noticeable subgroups of the circle

We focus now on the circle T ∼ [0, 1). Let Λ = (tn) be a sequence of positive integers. Inspired by the part 1. of the proof, we denote H∞(Λ) = {x ∈ T, ||tnx|| → 0}; and more generally, for p ≥ 1 Hp(Λ) = {x ∈ T,

  • n

||tnx||p < ∞}.

  • Questions. 1. When are those subgroups countable ?
  • 2. If not, what is the Hausdorff dimension of such a subgroup ?
  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 10 / 16

slide-54
SLIDE 54

Noticeable subgroups of the circle

We focus now on the circle T ∼ [0, 1). Let Λ = (tn) be a sequence of positive integers. Inspired by the part 1. of the proof, we denote H∞(Λ) = {x ∈ T, ||tnx|| → 0}; and more generally, for p ≥ 1 Hp(Λ) = {x ∈ T,

  • n

||tnx||p < ∞}.

  • Questions. 1. When are those subgroups countable ?
  • 2. If not, what is the Hausdorff dimension of such a subgroup ?
  • 3. More widely, role of the lacunarity, of the arithmetic properties of Λ ?
  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 10 / 16

slide-55
SLIDE 55

Noticeable subgroups of the circle

We focus now on the circle T ∼ [0, 1). Let Λ = (tn) be a sequence of positive integers. Inspired by the part 1. of the proof, we denote H∞(Λ) = {x ∈ T, ||tnx|| → 0}; and more generally, for p ≥ 1 Hp(Λ) = {x ∈ T,

  • n

||tnx||p < ∞}.

  • Questions. 1. When are those subgroups countable ?
  • 2. If not, what is the Hausdorff dimension of such a subgroup ?
  • 3. More widely, role of the lacunarity, of the arithmetic properties of Λ ?

Theorem (Eggleston 1951)

  • 1. If 1 < tn+1/tn ≤ K then H∞(Λ) is at most countable.
  • 2. If tn ↑ and tn+1/tn → ∞ then dim H∞(Λ) = 1 (thus uncountable).
  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 10 / 16

slide-56
SLIDE 56

Noticeable subgroups of the circle

We focus now on the circle T ∼ [0, 1). Let Λ = (tn) be a sequence of positive integers. Inspired by the part 1. of the proof, we denote H∞(Λ) = {x ∈ T, ||tnx|| → 0}; and more generally, for p ≥ 1 Hp(Λ) = {x ∈ T,

  • n

||tnx||p < ∞}.

  • Questions. 1. When are those subgroups countable ?
  • 2. If not, what is the Hausdorff dimension of such a subgroup ?
  • 3. More widely, role of the lacunarity, of the arithmetic properties of Λ ?

Theorem (Eggleston 1951)

  • 1. If 1 < tn+1/tn ≤ K then H∞(Λ) is at most countable.
  • 2. If tn ↑ and tn+1/tn → ∞ then dim H∞(Λ) = 1 (thus uncountable).

Theorem (Erdòs and Taylor 1970)

If

n tn/tn+1 < ∞ then H1(Λ) is uncountable.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 10 / 16

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SLIDE 57

An interesting class : denominators sequences

In the case of Fibonacci (more generally caracteristic sturmian sequence), the lengths sequence is nothing but (qn(θ)), with θ = ( √ 5 − 1)/2.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 11 / 16

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SLIDE 58

An interesting class : denominators sequences

In the case of Fibonacci (more generally caracteristic sturmian sequence), the lengths sequence is nothing but (qn(θ)), with θ = ( √ 5 − 1)/2. Let Λ(α) = (qn(α)) with α / ∈ Q.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 11 / 16

slide-59
SLIDE 59

An interesting class : denominators sequences

In the case of Fibonacci (more generally caracteristic sturmian sequence), the lengths sequence is nothing but (qn(θ)), with θ = ( √ 5 − 1)/2. Let Λ(α) = (qn(α)) with α / ∈ Q.

Theorem (Larcher, Jager and Liardet 1988)

H∞(α) := H∞(qn(α)) is countable if and only if α ∈ Bad , and in this case H∞(α) = Zα ∩ T.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 11 / 16

slide-60
SLIDE 60

An interesting class : denominators sequences

In the case of Fibonacci (more generally caracteristic sturmian sequence), the lengths sequence is nothing but (qn(θ)), with θ = ( √ 5 − 1)/2. Let Λ(α) = (qn(α)) with α / ∈ Q.

Theorem (Larcher, Jager and Liardet 1988)

H∞(α) := H∞(qn(α)) is countable if and only if α ∈ Bad , and in this case H∞(α) = Zα ∩ T. The proof is a direct consequence of the base α decomposition (Gillet’s decomposition). Put αn = |qnα − pn| : Every x ∈ [0, 1[ can be uniquely decomposed into x =

  • n

bnαn, 0 ≤ bn ≤ an+1 with bn = an+1 = ⇒ bn+1 = 0.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 11 / 16

slide-61
SLIDE 61

An interesting class : denominators sequences

In the case of Fibonacci (more generally caracteristic sturmian sequence), the lengths sequence is nothing but (qn(θ)), with θ = ( √ 5 − 1)/2. Let Λ(α) = (qn(α)) with α / ∈ Q.

Theorem (Larcher, Jager and Liardet 1988)

H∞(α) := H∞(qn(α)) is countable if and only if α ∈ Bad , and in this case H∞(α) = Zα ∩ T. The proof is a direct consequence of the base α decomposition (Gillet’s decomposition). Put αn = |qnα − pn| : Every x ∈ [0, 1[ can be uniquely decomposed into x =

  • n

bnαn, 0 ≤ bn ≤ an+1 with bn = an+1 = ⇒ bn+1 = 0. Questions and comments. 1. What can we say if α is Liouville for example ?

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 11 / 16

slide-62
SLIDE 62

An interesting class : denominators sequences

In the case of Fibonacci (more generally caracteristic sturmian sequence), the lengths sequence is nothing but (qn(θ)), with θ = ( √ 5 − 1)/2. Let Λ(α) = (qn(α)) with α / ∈ Q.

Theorem (Larcher, Jager and Liardet 1988)

H∞(α) := H∞(qn(α)) is countable if and only if α ∈ Bad , and in this case H∞(α) = Zα ∩ T. The proof is a direct consequence of the base α decomposition (Gillet’s decomposition). Put αn = |qnα − pn| : Every x ∈ [0, 1[ can be uniquely decomposed into x =

  • n

bnαn, 0 ≤ bn ≤ an+1 with bn = an+1 = ⇒ bn+1 = 0. Questions and comments. 1. What can we say if α is Liouville for example ?

  • 2. dim H∞(α) when α /

∈ Bad ?

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 11 / 16

slide-63
SLIDE 63

An interesting class : denominators sequences

In the case of Fibonacci (more generally caracteristic sturmian sequence), the lengths sequence is nothing but (qn(θ)), with θ = ( √ 5 − 1)/2. Let Λ(α) = (qn(α)) with α / ∈ Q.

Theorem (Larcher, Jager and Liardet 1988)

H∞(α) := H∞(qn(α)) is countable if and only if α ∈ Bad , and in this case H∞(α) = Zα ∩ T. The proof is a direct consequence of the base α decomposition (Gillet’s decomposition). Put αn = |qnα − pn| : Every x ∈ [0, 1[ can be uniquely decomposed into x =

  • n

bnαn, 0 ≤ bn ≤ an+1 with bn = an+1 = ⇒ bn+1 = 0. Questions and comments. 1. What can we say if α is Liouville for example ?

  • 2. dim H∞(α) when α /

∈ Bad ?

  • 3. Pollington and Velani proved that G(α) = {β ∈ Bad , lim infn ||qn(α)β|| = 0} has

dimension 1 when α ∈ Bad .

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 11 / 16

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SLIDE 64

Size of non-normal sets

  • Notation. Λ = (tn) sequence of positive integers

W (Λ) = {x ∈ T, (tnx) not u.d. mod 1} ⊃ ∪k=0H∞(kΛ)

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 12 / 16

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SLIDE 65

Size of non-normal sets

  • Notation. Λ = (tn) sequence of positive integers

W (Λ) = {x ∈ T, (tnx) not u.d. mod 1} ⊃ ∪k=0H∞(kΛ) Three tools : cardinality, dimensions, measures supported on.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 12 / 16

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SLIDE 66

Size of non-normal sets

  • Notation. Λ = (tn) sequence of positive integers

W (Λ) = {x ∈ T, (tnx) not u.d. mod 1} ⊃ ∪k=0H∞(kΛ) Three tools : cardinality, dimensions, measures supported on. Well-known facts : If Λ is increasing, m(W (Λ)) = 0 (H.Weyl 1912).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 12 / 16

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SLIDE 67

Size of non-normal sets

  • Notation. Λ = (tn) sequence of positive integers

W (Λ) = {x ∈ T, (tnx) not u.d. mod 1} ⊃ ∪k=0H∞(kΛ) Three tools : cardinality, dimensions, measures supported on. Well-known facts : If Λ is increasing, m(W (Λ)) = 0 (H.Weyl 1912). If Λ is lacunary, dim(W (Λ)) = 1 (Erdòs-Taylor 1957).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 12 / 16

slide-68
SLIDE 68

Size of non-normal sets

  • Notation. Λ = (tn) sequence of positive integers

W (Λ) = {x ∈ T, (tnx) not u.d. mod 1} ⊃ ∪k=0H∞(kΛ) Three tools : cardinality, dimensions, measures supported on. Well-known facts : If Λ is increasing, m(W (Λ)) = 0 (H.Weyl 1912). If Λ is lacunary, dim(W (Λ)) = 1 (Erdòs-Taylor 1957). If Λ = {3j + 3k, j, k ≥ 1} re-arranged in increasing order (non-lacunary), dim(W (Λ)) = 1.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 12 / 16

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SLIDE 69

Size of non-normal sets

  • Notation. Λ = (tn) sequence of positive integers

W (Λ) = {x ∈ T, (tnx) not u.d. mod 1} ⊃ ∪k=0H∞(kΛ) Three tools : cardinality, dimensions, measures supported on. Well-known facts : If Λ is increasing, m(W (Λ)) = 0 (H.Weyl 1912). If Λ is lacunary, dim(W (Λ)) = 1 (Erdòs-Taylor 1957). If Λ = {3j + 3k, j, k ≥ 1} re-arranged in increasing order (non-lacunary), dim(W (Λ)) = 1. If Λ is the Furstenberg sequence, W (Λ) is uncountable (it contains Liouville numbers of the form

n≥1 εn6−n!, εn = 0 and 1 i.o.). What is its dimension ?

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 12 / 16

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SLIDE 70

Measures supported on non-normal sets

A set supporting a continuous measure must be uncountable. We go further...

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 13 / 16

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SLIDE 71

Measures supported on non-normal sets

A set supporting a continuous measure must be uncountable. We go further...

Definition

Let µ be a bounded measure on T ; we say that µ ∈ M0 (or µ Rajchman measure) if lim|n|→∞ ˆ µ(n) = 0.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 13 / 16

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SLIDE 72

Measures supported on non-normal sets

A set supporting a continuous measure must be uncountable. We go further...

Definition

Let µ be a bounded measure on T ; we say that µ ∈ M0 (or µ Rajchman measure) if lim|n|→∞ ˆ µ(n) = 0. The support of a Rajchman measure cannot be too "porous" : the triadic Cantor set (consisting in non-3-normal numbers) supports no such measure.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 13 / 16

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SLIDE 73

Measures supported on non-normal sets

A set supporting a continuous measure must be uncountable. We go further...

Definition

Let µ be a bounded measure on T ; we say that µ ∈ M0 (or µ Rajchman measure) if lim|n|→∞ ˆ µ(n) = 0. The support of a Rajchman measure cannot be too "porous" : the triadic Cantor set (consisting in non-3-normal numbers) supports no such measure. Also Russel Lyons (1984) observed that

Proposition

A measure µ ∈ M(T) such that µ(E) = 0 for every E = W (Λ) is a Rajchman measure.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 13 / 16

slide-74
SLIDE 74

Measures supported on non-normal sets

A set supporting a continuous measure must be uncountable. We go further...

Definition

Let µ be a bounded measure on T ; we say that µ ∈ M0 (or µ Rajchman measure) if lim|n|→∞ ˆ µ(n) = 0. The support of a Rajchman measure cannot be too "porous" : the triadic Cantor set (consisting in non-3-normal numbers) supports no such measure. Also Russel Lyons (1984) observed that

Proposition

A measure µ ∈ M(T) such that µ(E) = 0 for every E = W (Λ) is a Rajchman measure. Nevertheless, there exist a non-normal set supporting a Rajchman measure. Note the following result :

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 13 / 16

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SLIDE 75

Measures supported on non-normal sets

A set supporting a continuous measure must be uncountable. We go further...

Definition

Let µ be a bounded measure on T ; we say that µ ∈ M0 (or µ Rajchman measure) if lim|n|→∞ ˆ µ(n) = 0. The support of a Rajchman measure cannot be too "porous" : the triadic Cantor set (consisting in non-3-normal numbers) supports no such measure. Also Russel Lyons (1984) observed that

Proposition

A measure µ ∈ M(T) such that µ(E) = 0 for every E = W (Λ) is a Rajchman measure. Nevertheless, there exist a non-normal set supporting a Rajchman measure. Note the following result :

Theorem

Let Λ = (tn) an increasing sequence of integers with tn|tn+1. Then W (Λ) supports a Rajchman measure.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 13 / 16

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SLIDE 76

Link with rigid sequences

Definition (/Proposition)

A sequence of integers (nk) is rigid if there exists a weak mixing system (X, T, µ) such that ||f ◦ T nk − f ||L2(µ), ∀f ∈ L2(µ). ⇐ ⇒ There exists a continuous probability measure µ on T such that µ(nk) → 1.

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 14 / 16

slide-77
SLIDE 77

Link with rigid sequences

Definition (/Proposition)

A sequence of integers (nk) is rigid if there exists a weak mixing system (X, T, µ) such that ||f ◦ T nk − f ||L2(µ), ∀f ∈ L2(µ). ⇐ ⇒ There exists a continuous probability measure µ on T such that µ(nk) → 1. Among many results (FT, BJLR, EG, BG, BGM, .....) we retain

Theorem

  • 1. If the sequence Λ := (nk) is rigid then W (Λ) is uncountable.
  • 2. If H∞(Λ) is dense then the sequence Λ is rigid.
  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 14 / 16

slide-78
SLIDE 78

Link with rigid sequences

Definition (/Proposition)

A sequence of integers (nk) is rigid if there exists a weak mixing system (X, T, µ) such that ||f ◦ T nk − f ||L2(µ), ∀f ∈ L2(µ). ⇐ ⇒ There exists a continuous probability measure µ on T such that µ(nk) → 1. Among many results (FT, BJLR, EG, BG, BGM, .....) we retain

Theorem

  • 1. If the sequence Λ := (nk) is rigid then W (Λ) is uncountable.
  • 2. If H∞(Λ) is dense then the sequence Λ is rigid.

Examples. If nk|nk+1 for every k, the sequence is rigid (H∞(Λ) is dense).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 14 / 16

slide-79
SLIDE 79

Link with rigid sequences

Definition (/Proposition)

A sequence of integers (nk) is rigid if there exists a weak mixing system (X, T, µ) such that ||f ◦ T nk − f ||L2(µ), ∀f ∈ L2(µ). ⇐ ⇒ There exists a continuous probability measure µ on T such that µ(nk) → 1. Among many results (FT, BJLR, EG, BG, BGM, .....) we retain

Theorem

  • 1. If the sequence Λ := (nk) is rigid then W (Λ) is uncountable.
  • 2. If H∞(Λ) is dense then the sequence Λ is rigid.

Examples. If nk|nk+1 for every k, the sequence is rigid (H∞(Λ) is dense). If nk+1/nk → ∞ then (nk) is rigid (since H∞(Λ) uncountable by Eggleston).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 14 / 16

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SLIDE 80

Link with rigid sequences

Definition (/Proposition)

A sequence of integers (nk) is rigid if there exists a weak mixing system (X, T, µ) such that ||f ◦ T nk − f ||L2(µ), ∀f ∈ L2(µ). ⇐ ⇒ There exists a continuous probability measure µ on T such that µ(nk) → 1. Among many results (FT, BJLR, EG, BG, BGM, .....) we retain

Theorem

  • 1. If the sequence Λ := (nk) is rigid then W (Λ) is uncountable.
  • 2. If H∞(Λ) is dense then the sequence Λ is rigid.

Examples. If nk|nk+1 for every k, the sequence is rigid (H∞(Λ) is dense). If nk+1/nk → ∞ then (nk) is rigid (since H∞(Λ) uncountable by Eggleston). For every α / ∈ Q, (qn(α)) is rigid (α ∈ H∞(α)).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 14 / 16

slide-81
SLIDE 81

Link with rigid sequences

Definition (/Proposition)

A sequence of integers (nk) is rigid if there exists a weak mixing system (X, T, µ) such that ||f ◦ T nk − f ||L2(µ), ∀f ∈ L2(µ). ⇐ ⇒ There exists a continuous probability measure µ on T such that µ(nk) → 1. Among many results (FT, BJLR, EG, BG, BGM, .....) we retain

Theorem

  • 1. If the sequence Λ := (nk) is rigid then W (Λ) is uncountable.
  • 2. If H∞(Λ) is dense then the sequence Λ is rigid.

Examples. If nk|nk+1 for every k, the sequence is rigid (H∞(Λ) is dense). If nk+1/nk → ∞ then (nk) is rigid (since H∞(Λ) uncountable by Eggleston). For every α / ∈ Q, (qn(α)) is rigid (α ∈ H∞(α)). Prime numbers sequence is not rigid (W (Λ) countable – Vinogradov).

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 14 / 16

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SLIDE 82

Open questions

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 15 / 16

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SLIDE 83

Open questions

1

Is the sequence nk = 2k + 3k rigid ?

2

Is the Furstenberg sequence sequence rigid ?

3

We can define B(Λ), W (Λ), and H∞(Λ) for a real sequence Λ. The quoted theorem

  • f Pisot says that H∞((θn)) = Q(θ) as soon as θ is algebraic. What about θ

transcendental ?

4

Does W ((tn)) support a Rajchman measure for some (tn) without the divisibility property ? Which lacunarity condition gives the result ?

5

Erdòs proved : there exists infinitely many prime numbers in (qn(α)) for a.e. α. In which proportion ?

6

Automatic sequence of integers (Christian). If Λ consists of integers, the 2-adic representation of which obeys the language of parenthesis, is it true that B(Λ) ⊃ R\Q ?

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 15 / 16

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SLIDE 84

THANK YOU Christian!

  • M. Queffélec (Lille 1)

For Christian – 7/11/2019 16 / 16