The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0....

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Introduction An analytic upper bound A combinatorial lower bound An analogue in the world of graphs Remarks The minimum number of monochromatic 4-term progressions Julia Wolf Rutgers University May 28, 2009 Julia Wolf The minimum number of monochromatic 4-term progressions

Transcript of The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0....

Page 1: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

The minimum number of monochromatic 4-termprogressions

Julia Wolf

Rutgers University

May 28, 2009

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 2: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

1 IntroductionMonochromatic 3-term progressionsMonochromatic 4-term progressions

2 An analytic upper boundA crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

3 A combinatorial lower boundA simple counting argument...... with a slight tweak.

4 An analogue in the world of graphsThomason’s construction(s)Giraud’s lower bound

5 Remarks

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 3: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

The discrete Fourier transform

Let us recall the definition of the discrete Fourier transform.

Fourier transform: f (t) := Ex∈Zp f (x)ωtx

Fourier inversion: f (x) =∑

t∈cZpf (t)ω−tx

Parseval’s identity: Ex∈Zp |f (x)|2 =∑

t∈cZp|f (t)|2

Note that 1A(0) = α whenever A ⊆ Zp of density α.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 4: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

The discrete Fourier transform

Let us recall the definition of the discrete Fourier transform.

Fourier transform: f (t) := Ex∈Zp f (x)ωtx

Fourier inversion: f (x) =∑

t∈cZpf (t)ω−tx

Parseval’s identity: Ex∈Zp |f (x)|2 =∑

t∈cZp|f (t)|2

Note that 1A(0) = α whenever A ⊆ Zp of density α.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 5: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

The discrete Fourier transform

Let us recall the definition of the discrete Fourier transform.

Fourier transform: f (t) := Ex∈Zp f (x)ωtx

Fourier inversion: f (x) =∑

t∈cZpf (t)ω−tx

Parseval’s identity: Ex∈Zp |f (x)|2 =∑

t∈cZp|f (t)|2

Note that 1A(0) = α whenever A ⊆ Zp of density α.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 6: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

The discrete Fourier transform

Let us recall the definition of the discrete Fourier transform.

Fourier transform: f (t) := Ex∈Zp f (x)ωtx

Fourier inversion: f (x) =∑

t∈cZpf (t)ω−tx

Parseval’s identity: Ex∈Zp |f (x)|2 =∑

t∈cZp|f (t)|2

Note that 1A(0) = α whenever A ⊆ Zp of density α.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 7: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

The discrete Fourier transform

Let us recall the definition of the discrete Fourier transform.

Fourier transform: f (t) := Ex∈Zp f (x)ωtx

Fourier inversion: f (x) =∑

t∈cZpf (t)ω−tx

Parseval’s identity: Ex∈Zp |f (x)|2 =∑

t∈cZp|f (t)|2

Note that 1A(0) = α whenever A ⊆ Zp of density α.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 8: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 3-term progressions

Fact

If Zp is 2-colored and one of the color classes has density α, thenthere are precisely 1

2(α3 + (1− α)3)p2 monochromatic 3-termprogressions.

As a trivial consequence we have:

Fact

If Zp is 2-colored, then there are at least 18p2 monochromatic

3-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 9: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 3-term progressions

Fact

If Zp is 2-colored and one of the color classes has density α, thenthere are precisely 1

2(α3 + (1− α)3)p2 monochromatic 3-termprogressions.

As a trivial consequence we have:

Fact

If Zp is 2-colored, then there are at least 18p2 monochromatic

3-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 10: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 3-term progressions

Fact

If Zp is 2-colored and one of the color classes has density α, thenthere are precisely 1

2(α3 + (1− α)3)p2 monochromatic 3-termprogressions.

As a trivial consequence we have:

Fact

If Zp is 2-colored, then there are at least 18p2 monochromatic

3-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 11: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 3-term progressions

The number of monochromatic 3-term progression equals

Ex ,d∈Zp 1A(x)1A(x+d)1A(x+2d)+Ex ,d∈Zp 1AC (x)1AC (x+d)1AC (x+2d)

=∑t∈cZp

1A(t)21A(−2t) +∑t∈cZp

1AC (t)21AC (−2t)

= α3 + (1− α)3

since 1A(t) = −1AC (t) for t 6= 0.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 12: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 3-term progressions

The number of monochromatic 3-term progression equals

Ex ,d∈Zp 1A(x)1A(x+d)1A(x+2d)+Ex ,d∈Zp 1AC (x)1AC (x+d)1AC (x+2d)

=∑t∈cZp

1A(t)21A(−2t) +∑t∈cZp

1AC (t)21AC (−2t)

= α3 + (1− α)3

since 1A(t) = −1AC (t) for t 6= 0.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 13: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 3-term progressions

The number of monochromatic 3-term progression equals

Ex ,d∈Zp 1A(x)1A(x+d)1A(x+2d)+Ex ,d∈Zp 1AC (x)1AC (x+d)1AC (x+2d)

=∑t∈cZp

1A(t)21A(−2t) +∑t∈cZp

1AC (t)21AC (−2t)

= α3 + (1− α)3

since 1A(t) = −1AC (t) for t 6= 0.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 14: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 3-term progressions

The number of monochromatic 3-term progression equals

Ex ,d∈Zp 1A(x)1A(x+d)1A(x+2d)+Ex ,d∈Zp 1AC (x)1AC (x+d)1AC (x+2d)

=∑t∈cZp

1A(t)21A(−2t) +∑t∈cZp

1AC (t)21AC (−2t)

= α3 + (1− α)3

since 1A(t) = −1AC (t) for t 6= 0.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 15: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 3-term progressions

The number of monochromatic 3-term progression equals

Ex ,d∈Zp 1A(x)1A(x+d)1A(x+2d)+Ex ,d∈Zp 1AC (x)1AC (x+d)1AC (x+2d)

=∑t∈cZp

1A(t)21A(−2t) +∑t∈cZp

1AC (t)21AC (−2t)

= α3 + (1− α)3

since 1A(t) = −1AC (t) for t 6= 0.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 16: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 4-term progressions

Question

Is there a simple formula for 4-term progressions?

No.

The Fourier transform is not sufficient for counting 4-termprogressions in dense sets. → quadratic Fourier analysis

Because we are using 2 colors only, the coloring problem isclosely related to density problems such as Szemeredi’stheorem for longer progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 17: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 4-term progressions

Question

Is there a simple formula for 4-term progressions?

No.

The Fourier transform is not sufficient for counting 4-termprogressions in dense sets. → quadratic Fourier analysis

Because we are using 2 colors only, the coloring problem isclosely related to density problems such as Szemeredi’stheorem for longer progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 18: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 4-term progressions

Question

Is there a simple formula for 4-term progressions?

No.

The Fourier transform is not sufficient for counting 4-termprogressions in dense sets. → quadratic Fourier analysis

Because we are using 2 colors only, the coloring problem isclosely related to density problems such as Szemeredi’stheorem for longer progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 19: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 4-term progressions

Question

Is there a simple formula for 4-term progressions?

No.

The Fourier transform is not sufficient for counting 4-termprogressions in dense sets. → quadratic Fourier analysis

Because we are using 2 colors only, the coloring problem isclosely related to density problems such as Szemeredi’stheorem for longer progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 20: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 4-term progressions

Theorem

There exists a 2-coloring of Zp with fewer than

1

16

(1− 1

2025

)p2

monochromatic 4-term progressions.

Any 2-coloring of Zp contains at least

1

32p2

monochromatic 4-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 21: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Monochromatic 3-term progressionsMonochromatic 4-term progressions

Counting monochromatic 4-term progressions

Theorem

There exists a 2-coloring of Zp with fewer than

1

16

(1− 1

2025

)p2

monochromatic 4-term progressions.

Any 2-coloring of Zp contains at least

1

32p2

monochromatic 4-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 22: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 3-term arithmetic progressions in dense sets

Definition

We say a set A ⊆ G is uniform if the largest non-trivial Fouriercoefficient of its characteristic function is small.

Fact

If a subset A of G of density α is uniform, then it contains theexpected number α3 of 3-term progressions.

Ex ,d∈Zp 1A(x)1A(x+d)1A(x+2d) =∑t∈cZp

1A(t)21A(−2t) = α3+o(1)

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 23: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 3-term arithmetic progressions in dense sets

Definition

We say a set A ⊆ G is uniform if the largest non-trivial Fouriercoefficient of its characteristic function is small.

Fact

If a subset A of G of density α is uniform, then it contains theexpected number α3 of 3-term progressions.

Ex ,d∈Zp 1A(x)1A(x+d)1A(x+2d) =∑t∈cZp

1A(t)21A(−2t) = α3+o(1)

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 24: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 3-term arithmetic progressions in dense sets

Definition

We say a set A ⊆ G is uniform if the largest non-trivial Fouriercoefficient of its characteristic function is small.

Fact

If a subset A of G of density α is uniform, then it contains theexpected number α3 of 3-term progressions.

Ex ,d∈Zp 1A(x)1A(x+d)1A(x+2d)

=∑t∈cZp

1A(t)21A(−2t) = α3+o(1)

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 25: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 3-term arithmetic progressions in dense sets

Definition

We say a set A ⊆ G is uniform if the largest non-trivial Fouriercoefficient of its characteristic function is small.

Fact

If a subset A of G of density α is uniform, then it contains theexpected number α3 of 3-term progressions.

Ex ,d∈Zp 1A(x)1A(x+d)1A(x+2d) =∑t∈cZp

1A(t)21A(−2t)

= α3+o(1)

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 26: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 3-term arithmetic progressions in dense sets

Definition

We say a set A ⊆ G is uniform if the largest non-trivial Fouriercoefficient of its characteristic function is small.

Fact

If a subset A of G of density α is uniform, then it contains theexpected number α3 of 3-term progressions.

Ex ,d∈Zp 1A(x)1A(x+d)1A(x+2d) =∑t∈cZp

1A(t)21A(−2t) = α3+o(1)

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 27: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 4-term progressions in dense sets

The same is true for any linear configuration defined by a singlelinear equation. However:

Fact

Fourier analysis is not sufficient for counting longer progressions.

For example, the following set is uniform in the Fourier sense butcontains many MORE than the expected number of 4-APs.

A = {x ∈ Zp : |x2| small}

x2 − 3(x + d)2 + 3(x + 2d)2 − (x + 3d)2 = 0

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 28: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 4-term progressions in dense sets

The same is true for any linear configuration defined by a singlelinear equation. However:

Fact

Fourier analysis is not sufficient for counting longer progressions.

For example, the following set is uniform in the Fourier sense butcontains many MORE than the expected number of 4-APs.

A = {x ∈ Zp : |x2| small}

x2 − 3(x + d)2 + 3(x + 2d)2 − (x + 3d)2 = 0

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 29: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 4-term progressions in dense sets

The same is true for any linear configuration defined by a singlelinear equation. However:

Fact

Fourier analysis is not sufficient for counting longer progressions.

For example, the following set is uniform in the Fourier sense butcontains many MORE than the expected number of 4-APs.

A = {x ∈ Zp : |x2| small}

x2 − 3(x + d)2 + 3(x + 2d)2 − (x + 3d)2 = 0

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 30: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 4-term progressions in dense sets

The same is true for any linear configuration defined by a singlelinear equation. However:

Fact

Fourier analysis is not sufficient for counting longer progressions.

For example, the following set is uniform in the Fourier sense butcontains many MORE than the expected number of 4-APs.

A = {x ∈ Zp : |x2| small}

x2 − 3(x + d)2 + 3(x + 2d)2 − (x + 3d)2 = 0

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 31: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 4-term progressions in dense sets

This is the starting point of Gowers’s analytic proof of Szemeredi’sTheorem for longer progressions.

→ uniformity norms, inverse theorems

Question

Are there any subsets of Zp that are uniform but contain FEWERthan the expected number of 4-term progressions?

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 32: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 4-term progressions in dense sets

This is the starting point of Gowers’s analytic proof of Szemeredi’sTheorem for longer progressions.

→ uniformity norms, inverse theorems

Question

Are there any subsets of Zp that are uniform but contain FEWERthan the expected number of 4-term progressions?

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 33: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Counting 4-term progressions in dense sets

This is the starting point of Gowers’s analytic proof of Szemeredi’sTheorem for longer progressions.

→ uniformity norms, inverse theorems

Question

Are there any subsets of Zp that are uniform but contain FEWERthan the expected number of 4-term progressions?

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 34: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Gowers’s construction

Yes. We will briefly sketch Gowers’s construction:

We take a small example and ”blow it up”.

On the interval [1, 18], let f take successive values

−1,−1,−1, 1,−1,−1, 1,−1,−1,−1,−1, 1, 1, 1,−1, 1,−1,−1

so that ∑x ,d

f (x)f (x + d)f (x + 2d)f (x + 3d) = −36.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 35: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Gowers’s construction

Yes. We will briefly sketch Gowers’s construction:

We take a small example and ”blow it up”.

On the interval [1, 18], let f take successive values

−1,−1,−1, 1,−1,−1, 1,−1,−1,−1,−1, 1, 1, 1,−1, 1,−1,−1

so that ∑x ,d

f (x)f (x + d)f (x + 2d)f (x + 3d) = −36.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 36: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Gowers’s construction

Yes. We will briefly sketch Gowers’s construction:

We take a small example and ”blow it up”.

On the interval [1, 18], let f take successive values

−1,−1,−1, 1,−1,−1, 1,−1,−1,−1,−1, 1, 1, 1,−1, 1,−1,−1

so that ∑x ,d

f (x)f (x + d)f (x + 2d)f (x + 3d) = −36.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 37: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Gowers’s construction

Yes. We will briefly sketch Gowers’s construction:

We take a small example and ”blow it up”.

On the interval [1, 18], let f take successive values

−1,−1,−1, 1,−1,−1, 1,−1,−1,−1,−1, 1, 1, 1,−1, 1,−1,−1

so that ∑x ,d

f (x)f (x + d)f (x + 2d)f (x + 3d) = −36.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 38: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Gowers’s construction

Define a function F : Zp → {−1, 0, 1} by setting F (x) = f (t)whenever x ∈ It , where It stands for the interval[(2t − 1)m, 2tm] and m is a positive integer betweenp/(5× 18) and p/(4× 18).

The 4-AP counts of F and f are related via∑x ,d

F (x)F (x + d)F (x + 2d)F (x + 3d)

= s∑x ,d

f (x)f (x + d)f (x + 2d)f (x + 3d),

where s ≥ m2/9.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 39: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Gowers’s construction

Define a function F : Zp → {−1, 0, 1} by setting F (x) = f (t)whenever x ∈ It , where It stands for the interval[(2t − 1)m, 2tm] and m is a positive integer betweenp/(5× 18) and p/(4× 18).

The 4-AP counts of F and f are related via∑x ,d

F (x)F (x + d)F (x + 2d)F (x + 3d)

= s∑x ,d

f (x)f (x + d)f (x + 2d)f (x + 3d),

where s ≥ m2/9.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 40: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Gowers’s construction

Next multiply F by an appropriate sum of quadraticexponentials to make it uniform:

G (x) = F (x)(ωx2+ ω3x2

+ ω−3x2+ ω−x2

)

Finally, turn the function G into a set A ⊆ Zp via thestandard procedure of choosing an element x to lie in A ⊆ Zp

with probability (1 + G (x))/2.

With high probability the resulting set A is uniform but contains atmost

1/16(1− 36/9(5× 18)2)p2

4-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 41: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Gowers’s construction

Next multiply F by an appropriate sum of quadraticexponentials to make it uniform:

G (x) = F (x)(ωx2+ ω3x2

+ ω−3x2+ ω−x2

)

Finally, turn the function G into a set A ⊆ Zp via thestandard procedure of choosing an element x to lie in A ⊆ Zp

with probability (1 + G (x))/2.

With high probability the resulting set A is uniform but contains atmost

1/16(1− 36/9(5× 18)2)p2

4-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 42: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Gowers’s construction

Next multiply F by an appropriate sum of quadraticexponentials to make it uniform:

G (x) = F (x)(ωx2+ ω3x2

+ ω−3x2+ ω−x2

)

Finally, turn the function G into a set A ⊆ Zp via thestandard procedure of choosing an element x to lie in A ⊆ Zp

with probability (1 + G (x))/2.

With high probability the resulting set A is uniform but contains atmost

1/16(1− 36/9(5× 18)2)p2

4-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 43: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

Gowers’s construction

Next multiply F by an appropriate sum of quadraticexponentials to make it uniform:

G (x) = F (x)(ωx2+ ω3x2

+ ω−3x2+ ω−x2

)

Finally, turn the function G into a set A ⊆ Zp via thestandard procedure of choosing an element x to lie in A ⊆ Zp

with probability (1 + G (x))/2.

With high probability the resulting set A is uniform but contains atmost

1/16(1− 36/9(5× 18)2)p2

4-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 44: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

What does this mean for monochromatic progressions?

The number of monochromatic 4-term progressions equals

Ex ,d1A(x)1A(x + d)1A(x + 2d)1A(x + 3d)

+Ex ,d1AC (x)1AC (x + d)1AC (x + 2d)1AC (x + 3d)

= 1− 4α + 6α2 + 4p4(A)

−Ex ,d1A(x)1A(x+d)1A(x+2d)−Ex ,d1A(x+d)1A(x+2d)1A(x+3d)

−Ex ,d1A(x)1A(x +d)1A(x +3d)−Ex ,d1A(x)1A(x +2d)1A(x +3d).

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 45: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

What does this mean for monochromatic progressions?

The number of monochromatic 4-term progressions equals

Ex ,d1A(x)1A(x + d)1A(x + 2d)1A(x + 3d)

+Ex ,d1AC (x)1AC (x + d)1AC (x + 2d)1AC (x + 3d)

= 1− 4α + 6α2 + 4p4(A)

−Ex ,d1A(x)1A(x+d)1A(x+2d)−Ex ,d1A(x+d)1A(x+2d)1A(x+3d)

−Ex ,d1A(x)1A(x +d)1A(x +3d)−Ex ,d1A(x)1A(x +2d)1A(x +3d).

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 46: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

What does this mean for monochromatic progressions?

The number of monochromatic 4-term progressions equals

Ex ,d1A(x)1A(x + d)1A(x + 2d)1A(x + 3d)

+Ex ,d1AC (x)1AC (x + d)1AC (x + 2d)1AC (x + 3d)

= 1− 4α + 6α2 + 4p4(A)

−Ex ,d1A(x)1A(x+d)1A(x+2d)−Ex ,d1A(x+d)1A(x+2d)1A(x+3d)

−Ex ,d1A(x)1A(x +d)1A(x +3d)−Ex ,d1A(x)1A(x +2d)1A(x +3d).

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 47: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

What does this mean for monochromatic progressions?

The number of monochromatic 4-term progressions equals

Ex ,d1A(x)1A(x + d)1A(x + 2d)1A(x + 3d)

+Ex ,d1AC (x)1AC (x + d)1AC (x + 2d)1AC (x + 3d)

= 1− 4α + 6α2 + 4p4(A)

−Ex ,d1A(x)1A(x+d)1A(x+2d)−Ex ,d1A(x+d)1A(x+2d)1A(x+3d)

−Ex ,d1A(x)1A(x +d)1A(x +3d)−Ex ,d1A(x)1A(x +2d)1A(x +3d).

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 48: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

What does this mean for monochromatic progressions?

The number of monochromatic 4-term progressions equals

Ex ,d1A(x)1A(x + d)1A(x + 2d)1A(x + 3d)

+Ex ,d1AC (x)1AC (x + d)1AC (x + 2d)1AC (x + 3d)

= 1− 4α + 6α2 + 4p4(A)

−Ex ,d1A(x)1A(x+d)1A(x+2d)−Ex ,d1A(x+d)1A(x+2d)1A(x+3d)

−Ex ,d1A(x)1A(x +d)1A(x +3d)−Ex ,d1A(x)1A(x +2d)1A(x +3d).

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 49: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

What does this mean for monochromatic progressions?

But remember that in a uniform set, all 3-term configurationsoccurred with the expected frequency α3.

Therefore, using Gowers’s set to induce the coloring, we have thatthe number of monochromatic 4-term progressions equals

1− 4α + 6α2 − 4α3 + 4p4(A),

with the number of 4-APs p4(A) in A being less than the expectedα4/2.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 50: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

What does this mean for monochromatic progressions?

But remember that in a uniform set, all 3-term configurationsoccurred with the expected frequency α3.Therefore, using Gowers’s set to induce the coloring, we have thatthe number of monochromatic 4-term progressions equals

1− 4α + 6α2 − 4α3 + 4p4(A),

with the number of 4-APs p4(A) in A being less than the expectedα4/2.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 51: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

What does this mean for monochromatic progressions?

But remember that in a uniform set, all 3-term configurationsoccurred with the expected frequency α3.Therefore, using Gowers’s set to induce the coloring, we have thatthe number of monochromatic 4-term progressions equals

1− 4α + 6α2 − 4α3 + 4p4(A),

with the number of 4-APs p4(A) in A being less than the expectedα4/2.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 52: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A crash course in quadratic Fourier analysisGowers’s constructionImplications for monochromatic 4-term progressions

What does this mean for monochromatic progressions?

But remember that in a uniform set, all 3-term configurationsoccurred with the expected frequency α3.Therefore, using Gowers’s set to induce the coloring, we have thatthe number of monochromatic 4-term progressions equals

1− 4α + 6α2 − 4α3 + 4p4(A),

with the number of 4-APs p4(A) in A being less than the expectedα4/2.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 53: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

Counting to get a lower bound

An averaging argument using Van der Waerden’s Theorem yieldsat least

1

370p2

monochromatic 4-term progressions.

Cameron, Cilleruelo and Serra proved the following in 2005:

Theorem

Any 2-coloring of Zp with p a prime contains at least

1

33p2

monochromatic 4-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 54: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

Counting to get a lower bound

An averaging argument using Van der Waerden’s Theorem yieldsat least

1

370p2

monochromatic 4-term progressions.Cameron, Cilleruelo and Serra proved the following in 2005:

Theorem

Any 2-coloring of Zp with p a prime contains at least

1

33p2

monochromatic 4-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 55: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

Counting to get a lower bound

An averaging argument using Van der Waerden’s Theorem yieldsat least

1

370p2

monochromatic 4-term progressions.Cameron, Cilleruelo and Serra proved the following in 2005:

Theorem

Any 2-coloring of Zp with p a prime contains at least

1

33p2

monochromatic 4-term progressions.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 56: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

Counting to get a lower bound

We’ll give a brief sketch of (a slight refinement of) their argument:

For i = 0, 1, 2, 3, 4, let ci denote the proportion of 4-termprogressions in Zp which have precisely i red elements.

Lemma

With the ci defined as above, we have that

4(c0 + c4) + (c1 + c3) = 4(1− 3α + 3α2)

for any coloring of Zp in which the red color class has density α.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 57: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

Counting to get a lower bound

We’ll give a brief sketch of (a slight refinement of) their argument:For i = 0, 1, 2, 3, 4, let ci denote the proportion of 4-termprogressions in Zp which have precisely i red elements.

Lemma

With the ci defined as above, we have that

4(c0 + c4) + (c1 + c3) = 4(1− 3α + 3α2)

for any coloring of Zp in which the red color class has density α.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 58: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

Counting to get a lower bound

We’ll give a brief sketch of (a slight refinement of) their argument:For i = 0, 1, 2, 3, 4, let ci denote the proportion of 4-termprogressions in Zp which have precisely i red elements.

Lemma

With the ci defined as above, we have that

4(c0 + c4) + (c1 + c3) = 4(1− 3α + 3α2)

for any coloring of Zp in which the red color class has density α.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 59: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

Counting to get a lower bound

The preceding lemma together with the identity∑4

i=0 ci = 1 nowimplies that

(∗) c0 + c4 =1

3c2 + (1− 4α + 4α2).

Cameron, Cilleruelo and Serra immediately discarded the secondterm on the right-hand side, which is indeed equal to zero forα = 1/2.They then went on to observe that one only needs to color 7points in arithmetic progression before one is guaranteed to find amonochromatic 4-AP or one which is evenly colored.This together with (∗) yields a lower bound on c0 + c4.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 60: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

Counting to get a lower bound

The preceding lemma together with the identity∑4

i=0 ci = 1 nowimplies that

(∗) c0 + c4 =1

3c2 + (1− 4α + 4α2).

Cameron, Cilleruelo and Serra immediately discarded the secondterm on the right-hand side, which is indeed equal to zero forα = 1/2.

They then went on to observe that one only needs to color 7points in arithmetic progression before one is guaranteed to find amonochromatic 4-AP or one which is evenly colored.This together with (∗) yields a lower bound on c0 + c4.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 61: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

Counting to get a lower bound

The preceding lemma together with the identity∑4

i=0 ci = 1 nowimplies that

(∗) c0 + c4 =1

3c2 + (1− 4α + 4α2).

Cameron, Cilleruelo and Serra immediately discarded the secondterm on the right-hand side, which is indeed equal to zero forα = 1/2.They then went on to observe that one only needs to color 7points in arithmetic progression before one is guaranteed to find amonochromatic 4-AP or one which is evenly colored.

This together with (∗) yields a lower bound on c0 + c4.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 62: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

Counting to get a lower bound

The preceding lemma together with the identity∑4

i=0 ci = 1 nowimplies that

(∗) c0 + c4 =1

3c2 + (1− 4α + 4α2).

Cameron, Cilleruelo and Serra immediately discarded the secondterm on the right-hand side, which is indeed equal to zero forα = 1/2.They then went on to observe that one only needs to color 7points in arithmetic progression before one is guaranteed to find amonochromatic 4-AP or one which is evenly colored.This together with (∗) yields a lower bound on c0 + c4.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 63: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

The crucial observation

Any 3-term progression S of the form x , x + d , x + 2ddetermines a unique (unordered) pair of points (a, b) such thatthe five points and each of the quadruples a, x , x + d , x + 2dand x , x + d , x + 2d , b lie in arithmetic progression.

We shall call the pair (a, b) a frame pair.

It is straightforward to see that each frame pair belongs to aunique 3-term progression.

Note that in these statements we have used the assumptionthat p is prime.

Two 4-APs containing S have different color parities if andonly if the frame pair of S is bichromatic.

The total number of monochromatic pairs is at its minimumfor densities close to 1/2.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 64: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

The crucial observation

Any 3-term progression S of the form x , x + d , x + 2ddetermines a unique (unordered) pair of points (a, b) such thatthe five points and each of the quadruples a, x , x + d , x + 2dand x , x + d , x + 2d , b lie in arithmetic progression.

We shall call the pair (a, b) a frame pair.

It is straightforward to see that each frame pair belongs to aunique 3-term progression.

Note that in these statements we have used the assumptionthat p is prime.

Two 4-APs containing S have different color parities if andonly if the frame pair of S is bichromatic.

The total number of monochromatic pairs is at its minimumfor densities close to 1/2.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 65: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

The crucial observation

Any 3-term progression S of the form x , x + d , x + 2ddetermines a unique (unordered) pair of points (a, b) such thatthe five points and each of the quadruples a, x , x + d , x + 2dand x , x + d , x + 2d , b lie in arithmetic progression.

We shall call the pair (a, b) a frame pair.

It is straightforward to see that each frame pair belongs to aunique 3-term progression.

Note that in these statements we have used the assumptionthat p is prime.

Two 4-APs containing S have different color parities if andonly if the frame pair of S is bichromatic.

The total number of monochromatic pairs is at its minimumfor densities close to 1/2.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 66: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

The crucial observation

Any 3-term progression S of the form x , x + d , x + 2ddetermines a unique (unordered) pair of points (a, b) such thatthe five points and each of the quadruples a, x , x + d , x + 2dand x , x + d , x + 2d , b lie in arithmetic progression.

We shall call the pair (a, b) a frame pair.

It is straightforward to see that each frame pair belongs to aunique 3-term progression.

Note that in these statements we have used the assumptionthat p is prime.

Two 4-APs containing S have different color parities if andonly if the frame pair of S is bichromatic.

The total number of monochromatic pairs is at its minimumfor densities close to 1/2.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 67: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

The crucial observation

Any 3-term progression S of the form x , x + d , x + 2ddetermines a unique (unordered) pair of points (a, b) such thatthe five points and each of the quadruples a, x , x + d , x + 2dand x , x + d , x + 2d , b lie in arithmetic progression.

We shall call the pair (a, b) a frame pair.

It is straightforward to see that each frame pair belongs to aunique 3-term progression.

Note that in these statements we have used the assumptionthat p is prime.

Two 4-APs containing S have different color parities if andonly if the frame pair of S is bichromatic.

The total number of monochromatic pairs is at its minimumfor densities close to 1/2.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 68: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

A simple counting argument...... with a slight tweak.

The crucial observation

Any 3-term progression S of the form x , x + d , x + 2ddetermines a unique (unordered) pair of points (a, b) such thatthe five points and each of the quadruples a, x , x + d , x + 2dand x , x + d , x + 2d , b lie in arithmetic progression.

We shall call the pair (a, b) a frame pair.

It is straightforward to see that each frame pair belongs to aunique 3-term progression.

Note that in these statements we have used the assumptionthat p is prime.

Two 4-APs containing S have different color parities if andonly if the frame pair of S is bichromatic.

The total number of monochromatic pairs is at its minimumfor densities close to 1/2.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 69: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

An analogue in the world of graphs

Question

If the edges of Kn are 2-colored, what is the minimum number ofmonochromatic K4s?

It was conjectured by Erdos that the number ofmonochromatic K4s is always at least the number expected inthe random case.

It is not difficult to see that this is true for triangles.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 70: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

An analogue in the world of graphs

Question

If the edges of Kn are 2-colored, what is the minimum number ofmonochromatic K4s?

It was conjectured by Erdos that the number ofmonochromatic K4s is always at least the number expected inthe random case.

It is not difficult to see that this is true for triangles.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 71: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

An analogue in the world of graphs

Question

If the edges of Kn are 2-colored, what is the minimum number ofmonochromatic K4s?

It was conjectured by Erdos that the number ofmonochromatic K4s is always at least the number expected inthe random case.

It is not difficult to see that this is true for triangles.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 72: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

A disproof of Erdos’ s conjecture

Thomason disproved Erdos’s conjecture in 1989.

Theorem

There exists a 2-coloring of Kn for which the minimum number ofmonochromatic K4s is at most

1

33n4.

The initial construction is rather obscure, using a quadraticform over a finite field.

It was subsequently simplified and rephrased.

Now many examples are known computationally, but atheoretical framework is lacking.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 73: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

A disproof of Erdos’ s conjecture

Thomason disproved Erdos’s conjecture in 1989.

Theorem

There exists a 2-coloring of Kn for which the minimum number ofmonochromatic K4s is at most

1

33n4.

The initial construction is rather obscure, using a quadraticform over a finite field.

It was subsequently simplified and rephrased.

Now many examples are known computationally, but atheoretical framework is lacking.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 74: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

A disproof of Erdos’ s conjecture

Thomason disproved Erdos’s conjecture in 1989.

Theorem

There exists a 2-coloring of Kn for which the minimum number ofmonochromatic K4s is at most

1

33n4.

The initial construction is rather obscure, using a quadraticform over a finite field.

It was subsequently simplified and rephrased.

Now many examples are known computationally, but atheoretical framework is lacking.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 75: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

A disproof of Erdos’ s conjecture

Thomason disproved Erdos’s conjecture in 1989.

Theorem

There exists a 2-coloring of Kn for which the minimum number ofmonochromatic K4s is at most

1

33n4.

The initial construction is rather obscure, using a quadraticform over a finite field.

It was subsequently simplified and rephrased.

Now many examples are known computationally, but atheoretical framework is lacking.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 76: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

A disproof of Erdos’ s conjecture

Thomason disproved Erdos’s conjecture in 1989.

Theorem

There exists a 2-coloring of Kn for which the minimum number ofmonochromatic K4s is at most

1

33n4.

The initial construction is rather obscure, using a quadraticform over a finite field.

It was subsequently simplified and rephrased.

Now many examples are known computationally, but atheoretical framework is lacking.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 77: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

A combinatorial lower bound

A simple but very weak lower bound can be given via Ramsey’sTheorem.

Giraud had proved the following lower bound in 1979:

Theorem

Given a 2-coloring of Kn the minimum number of monochromaticK4s is at least

1

46n4.

The proof proceeds via ingenious combinatorial counting and anoptimization.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 78: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

A combinatorial lower bound

A simple but very weak lower bound can be given via Ramsey’sTheorem.Giraud had proved the following lower bound in 1979:

Theorem

Given a 2-coloring of Kn the minimum number of monochromaticK4s is at least

1

46n4.

The proof proceeds via ingenious combinatorial counting and anoptimization.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 79: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

A combinatorial lower bound

A simple but very weak lower bound can be given via Ramsey’sTheorem.Giraud had proved the following lower bound in 1979:

Theorem

Given a 2-coloring of Kn the minimum number of monochromaticK4s is at least

1

46n4.

The proof proceeds via ingenious combinatorial counting and anoptimization.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 80: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Thomason’s construction(s)Giraud’s lower bound

A combinatorial lower bound

A simple but very weak lower bound can be given via Ramsey’sTheorem.Giraud had proved the following lower bound in 1979:

Theorem

Given a 2-coloring of Kn the minimum number of monochromaticK4s is at least

1

46n4.

The proof proceeds via ingenious combinatorial counting and anoptimization.

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 81: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Open problems

A wide gap between upper and lower bounds persists for theproblem in both sets and graphs.

It would be interesting to make the analogy between the twomore precise.

For the integers 1, 2, . . . , n instead of Zp, the problem isunsolved even for 3-term progressions. → Schur triples

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 82: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Open problems

A wide gap between upper and lower bounds persists for theproblem in both sets and graphs.

It would be interesting to make the analogy between the twomore precise.

For the integers 1, 2, . . . , n instead of Zp, the problem isunsolved even for 3-term progressions. → Schur triples

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 83: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Open problems

A wide gap between upper and lower bounds persists for theproblem in both sets and graphs.

It would be interesting to make the analogy between the twomore precise.

For the integers 1, 2, . . . , n instead of Zp, the problem isunsolved even for 3-term progressions. → Schur triples

Julia Wolf The minimum number of monochromatic 4-term progressions

Page 84: The minimum number of monochromatic 4-term progressions · since c1 A(t) = 1d C (t) for t 6= 0. Julia Wolf The minimum number of monochromatic 4-term progressions. Introduction An

IntroductionAn analytic upper bound

A combinatorial lower boundAn analogue in the world of graphs

Remarks

Bibliography

P. Cameron, J. Cilleruelo, and O. Serra. On monochromaticsolutions of equations in groups, 2005. Available athttp://www.maths.qmw.ac.uk/∼pjc/papers.html.

G. Giraud. Sur le probleme de Goodman pour les quadrangleset la majoration des nombres de Ramsey, J. Combin. TheorySer. B, 27(3):237253, 1979.

W.T. Gowers. Two examples in additive combinatorics, 2005.Unpublished.

B.J. Green. Montreal lecture notes on quadratic Fourieranalysis, 2006. Available athttp://arxiv.org/abs/math/0604089.

A.G. Thomason. Graph products and monochromaticmultiplicities, Combinatorica, 17(1):125134, 1997.

Julia Wolf The minimum number of monochromatic 4-term progressions