the symmetry of wallpaper - university of minnesotadavidm/docs/symmetry-of-wallpaper.pdf · david...

99
The symmetry of wallpaper David Morawski University of Minnesota Math Club, University of Minnesota 25 March, 2011

Upload: others

Post on 04-Jul-2020

4 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The symmetry of wallpaper

David Morawski

University of Minnesota

Math Club, University of Minnesota25 March, 2011

Page 2: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

“Symmetry is everywhere”

In art:

The Alhambra, Spain

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 2 / 35

Page 3: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

“Symmetry is everywhere”

In architecture:

Apartment building, Berkeley, CA

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 3 / 35

Page 4: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

“Symmetry is everywhere”

In nature:

A fine looking cactus.David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 4 / 35

Page 5: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

“Symmetry is everywhere”

And so on. . .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 5 / 35

Page 6: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Types of transformations

What symmetries do you see?

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 6 / 35

Page 7: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Types of transformations: reflection

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 7 / 35

Page 8: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Types of transformations: reflection

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 7 / 35

Page 9: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Types of transformations: reflection

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 7 / 35

Page 10: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identical patterns

These patterns are equivalent:

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 8 / 35

Page 11: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identical patterns

These patterns are equivalent:

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 8 / 35

Page 12: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identical patterns

These patterns are equivalent:

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 8 / 35

Page 13: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Notation: reflections (*)

This pattern is denoted by the signature *632.

* denotes a reflection.

Order of numbers does not matter: *632 = *326 = *263 = . . .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 9 / 35

Page 14: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Notation: reflections (*)

This pattern is denoted by the signature *632.

* denotes a reflection.

Order of numbers does not matter: *632 = *326 = *263 = . . .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 9 / 35

Page 15: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Notation: reflections (*)

This pattern is denoted by the signature *632.

* denotes a reflection.

Order of numbers does not matter: *632 = *326 = *263 = . . .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 9 / 35

Page 16: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Notation: reflections (*)

This pattern is denoted by the signature *632.

* denotes a reflection.

Order of numbers does not matter: *632 = *326 = *263 = . . .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 9 / 35

Page 17: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Another pattern

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 10 / 35

Page 18: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Notation: rotations

This pattern has signature 3*3.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 11 / 35

Page 19: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Notation: rotations

This pattern has signature 3*3.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 11 / 35

Page 20: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Notation: rotations

This pattern has signature 3*3.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 11 / 35

Page 21: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Notation: rotations

This pattern has signature 3*3.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 11 / 35

Page 22: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Another example

This pattern has signature 333.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 12 / 35

Page 23: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Another example

This pattern has signature 333.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 12 / 35

Page 24: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Another example

This pattern has signature 333.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 12 / 35

Page 25: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Another example: two reflections?

This pattern has signature **.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 13 / 35

Page 26: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Another example: two reflections?

This pattern has signature **.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 13 / 35

Page 27: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Another example: two reflections?

This pattern has signature **.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 13 / 35

Page 28: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Similar, but different. . .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 14 / 35

Page 29: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Similar, but different. . .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 14 / 35

Page 30: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Similar, but different. . .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 14 / 35

Page 31: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Notation: glide reflection (x)

This pattern has signature *x.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 15 / 35

Page 32: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Notation: glide reflection (x)

This pattern has signature *x.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 15 / 35

Page 33: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Notation: glide reflection (x)

This pattern has signature *x.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 15 / 35

Page 34: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Another glide reflection example

This pattern has signature xx.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 16 / 35

Page 35: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Another glide reflection example

This pattern has signature xx.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 16 / 35

Page 36: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Another glide reflection example

This pattern has signature xx.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 16 / 35

Page 37: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

What type of transformations are seen in this pattern?

This pattern has signature o (the “empty transformation”).

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 17 / 35

Page 38: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

What type of transformations are seen in this pattern?

This pattern has signature o (the “empty transformation”).

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 17 / 35

Page 39: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The four fundamental transformations (1/2)

Figure: Reflection (*ABC. . . D)

Figure: Rotation (ABC. . . D)

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 18 / 35

Page 40: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The four fundamental transformations (1/2)

Figure: Reflection (*ABC. . . D)

Figure: Rotation (ABC. . . D)

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 18 / 35

Page 41: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The four fundamental transformations (2/3)

Figure: Glide reflection (x)

Figure: Translation (o)

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 19 / 35

Page 42: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The four fundamental transformations (2/3)

Figure: Glide reflection (x)

Figure: Translation (o)

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 19 / 35

Page 43: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The four fundamental transformations (3/3)

These four transformations are called isometries.

An isometry is a transformation of the plane that preserves distance.

These four isometries are the only isometries of the Euclidean plane.

Thus, they are the only transformations of our wallpaper patterns we need toand can consider.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 20 / 35

Page 44: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The four fundamental transformations (3/3)

These four transformations are called isometries.

An isometry is a transformation of the plane that preserves distance.

These four isometries are the only isometries of the Euclidean plane.

Thus, they are the only transformations of our wallpaper patterns we need toand can consider.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 20 / 35

Page 45: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The four fundamental transformations (3/3)

These four transformations are called isometries.

An isometry is a transformation of the plane that preserves distance.

These four isometries are the only isometries of the Euclidean plane.

Thus, they are the only transformations of our wallpaper patterns we need toand can consider.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 20 / 35

Page 46: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The four fundamental transformations (3/3)

These four transformations are called isometries.

An isometry is a transformation of the plane that preserves distance.

These four isometries are the only isometries of the Euclidean plane.

Thus, they are the only transformations of our wallpaper patterns we need toand can consider.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 20 / 35

Page 47: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Assigning costs to symbols. . .

Symbol Cost ($)o 22 1

23 2

34 3

4...

...N N−1

N

Symbol Cost ($)* or x 12 1

43 1

34 3

8...

...N N−1

2N

*632 costs $1 + 512 + 1

3 + 14 = $2.

3*3 costs $ 23 + 1 + 1

3 = $2.

** costs $1 + 1 = $2.

*x costs $1 + 1 = $2.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 21 / 35

Page 48: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Assigning costs to symbols. . .

Symbol Cost ($)o 22 1

23 2

34 3

4...

...N N−1

N

Symbol Cost ($)* or x 12 1

43 1

34 3

8...

...N N−1

2N

*632 costs $1 + 512 + 1

3 + 14 = $2.

3*3 costs $ 23 + 1 + 1

3 = $2.

** costs $1 + 1 = $2.

*x costs $1 + 1 = $2.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 21 / 35

Page 49: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Assigning costs to symbols. . .

Symbol Cost ($)o 22 1

23 2

34 3

4...

...N N−1

N

Symbol Cost ($)* or x 12 1

43 1

34 3

8...

...N N−1

2N

*632 costs $1 + 512 + 1

3 + 14 = $2.

3*3 costs $ 23 + 1 + 1

3 = $2.

** costs $1 + 1 = $2.

*x costs $1 + 1 = $2.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 21 / 35

Page 50: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Assigning costs to symbols. . .

Symbol Cost ($)o 22 1

23 2

34 3

4...

...N N−1

N

Symbol Cost ($)* or x 12 1

43 1

34 3

8...

...N N−1

2N

*632 costs $1 + 512 + 1

3 + 14 = $2.

3*3 costs $ 23 + 1 + 1

3 = $2.

** costs $1 + 1 = $2.

*x costs $1 + 1 = $2.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 21 / 35

Page 51: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Assigning costs to symbols. . .

Symbol Cost ($)o 22 1

23 2

34 3

4...

...N N−1

N

Symbol Cost ($)* or x 12 1

43 1

34 3

8...

...N N−1

2N

*632 costs $1 + 512 + 1

3 + 14 = $2.

3*3 costs $ 23 + 1 + 1

3 = $2.

** costs $1 + 1 = $2.

*x costs $1 + 1 = $2.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 21 / 35

Page 52: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The $2 Theorem

Theorem

The signatures of plane repeating patterns are precisely those with total cost $2.

A consequence of this is that there are precisely 17 distinct wallpaperpatterns.

This theorem will help us determine the signature of a pattern:

If we have yet to reach $2, we need to find more transformations.

When our signatures total to $2, we have found the pattern’s signature!

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35

Page 53: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The $2 Theorem

Theorem

The signatures of plane repeating patterns are precisely those with total cost $2.

A consequence of this is that there are precisely 17 distinct wallpaperpatterns.

This theorem will help us determine the signature of a pattern:

If we have yet to reach $2, we need to find more transformations.

When our signatures total to $2, we have found the pattern’s signature!

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35

Page 54: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The $2 Theorem

Theorem

The signatures of plane repeating patterns are precisely those with total cost $2.

A consequence of this is that there are precisely 17 distinct wallpaperpatterns.

This theorem will help us determine the signature of a pattern:

If we have yet to reach $2, we need to find more transformations.

When our signatures total to $2, we have found the pattern’s signature!

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35

Page 55: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The $2 Theorem

Theorem

The signatures of plane repeating patterns are precisely those with total cost $2.

A consequence of this is that there are precisely 17 distinct wallpaperpatterns.

This theorem will help us determine the signature of a pattern:

If we have yet to reach $2, we need to find more transformations.

When our signatures total to $2, we have found the pattern’s signature!

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35

Page 56: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The $2 Theorem

Theorem

The signatures of plane repeating patterns are precisely those with total cost $2.

A consequence of this is that there are precisely 17 distinct wallpaperpatterns.

This theorem will help us determine the signature of a pattern:

If we have yet to reach $2, we need to find more transformations.

When our signatures total to $2, we have found the pattern’s signature!

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35

Page 57: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

The $2 Theorem

Theorem

The signatures of plane repeating patterns are precisely those with total cost $2.

A consequence of this is that there are precisely 17 distinct wallpaperpatterns.

This theorem will help us determine the signature of a pattern:

If we have yet to reach $2, we need to find more transformations.

When our signatures total to $2, we have found the pattern’s signature!

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35

Page 58: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures

1 First mark any reflections.

2 Then find rotations.

3 Are there any glide reflections? These should also be distinct fromreflections.

4 If you’ve found none of the above, there must only be a translation!

Remember. . .

1 Rotation points should not lie on reflection lines.

2 Glide reflections should not cross reflection lines.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 23 / 35

Page 59: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures

1 First mark any reflections.

2 Then find rotations.

3 Are there any glide reflections? These should also be distinct fromreflections.

4 If you’ve found none of the above, there must only be a translation!

Remember. . .

1 Rotation points should not lie on reflection lines.

2 Glide reflections should not cross reflection lines.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 23 / 35

Page 60: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures

1 First mark any reflections.

2 Then find rotations.

3 Are there any glide reflections? These should also be distinct fromreflections.

4 If you’ve found none of the above, there must only be a translation!

Remember. . .

1 Rotation points should not lie on reflection lines.

2 Glide reflections should not cross reflection lines.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 23 / 35

Page 61: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures

1 First mark any reflections.

2 Then find rotations.

3 Are there any glide reflections? These should also be distinct fromreflections.

4 If you’ve found none of the above, there must only be a translation!

Remember. . .

1 Rotation points should not lie on reflection lines.

2 Glide reflections should not cross reflection lines.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 23 / 35

Page 62: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures

1 First mark any reflections.

2 Then find rotations.

3 Are there any glide reflections? These should also be distinct fromreflections.

4 If you’ve found none of the above, there must only be a translation!

Remember. . .

1 Rotation points should not lie on reflection lines.

2 Glide reflections should not cross reflection lines.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 23 / 35

Page 63: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures

1 First mark any reflections.

2 Then find rotations.

3 Are there any glide reflections? These should also be distinct fromreflections.

4 If you’ve found none of the above, there must only be a translation!

Remember. . .

1 Rotation points should not lie on reflection lines.

2 Glide reflections should not cross reflection lines.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 23 / 35

Page 64: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures: Example 1

This pattern has signature 22x.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 24 / 35

Page 65: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures: Example 1

This pattern has signature 22x.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 24 / 35

Page 66: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures: Example 1

This pattern has signature 22x.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 24 / 35

Page 67: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures: Example 2

This pattern has signature 22*.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 25 / 35

Page 68: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures: Example 2

This pattern has signature 22*.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 25 / 35

Page 69: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures: Example 2

This pattern has signature 22*.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 25 / 35

Page 70: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures around town: Example 1

This pattern has signature 2*22.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 26 / 35

Page 71: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures around town: Example 1

This pattern has signature 2*22.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 26 / 35

Page 72: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures around town: Example 1

This pattern has signature 2*22.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 26 / 35

Page 73: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures around town: Example 2

This pattern also has signature 2*22.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 27 / 35

Page 74: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures around town: Example 2

This pattern also has signature 2*22.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 27 / 35

Page 75: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures around town: Example 2

This pattern also has signature 2*22.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 27 / 35

Page 76: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Example 1 vs. Example 2

These brick walls have the same symmetry.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 28 / 35

Page 77: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Example 1 vs. Example 2

These brick walls have the same symmetry.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 28 / 35

Page 78: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures around town: Example 3

This pattern has signature 2222.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 29 / 35

Page 79: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures around town: Example 3

This pattern has signature 2222.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 29 / 35

Page 80: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Identifying signatures around town: Example 3

This pattern has signature 2222.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 29 / 35

Page 81: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Why only 17 types?

Let’s see why the $2 Theorem might imply there are only 17 signatures of planerepeating patterns:

Case 1: the signature is all blue (ABC. . . D).

Case 2: the signature is all red and no crosses (*ABC. . . D).

Case 3: the signature contains both red and blue or it contains an x.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 30 / 35

Page 82: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Why only 17 types?

Let’s see why the $2 Theorem might imply there are only 17 signatures of planerepeating patterns:

Case 1: the signature is all blue (ABC. . . D).

Case 2: the signature is all red and no crosses (*ABC. . . D).

Case 3: the signature contains both red and blue or it contains an x.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 30 / 35

Page 83: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Why only 17 types?

Let’s see why the $2 Theorem might imply there are only 17 signatures of planerepeating patterns:

Case 1: the signature is all blue (ABC. . . D).

Case 2: the signature is all red and no crosses (*ABC. . . D).

Case 3: the signature contains both red and blue or it contains an x.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 30 / 35

Page 84: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Why only 17 types?

Let’s see why the $2 Theorem might imply there are only 17 signatures of planerepeating patterns:

Case 1: the signature is all blue (ABC. . . D).

Case 2: the signature is all red and no crosses (*ABC. . . D).

Case 3: the signature contains both red and blue or it contains an x.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 30 / 35

Page 85: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 1: all blue

We know that the string ABC. . . D costs $2.

If there’s an o in the signature, then the signature is just o since this symbolcosts $2.

Otherwise, there must be more than two symbols in ABC. . . D, since theyeach cost less than $1.

If there are exactly three symbols, then the signature can only be 632, 442,or 333.

If there are more than three symbols, the signature must be 2222 since eachsymbol costs at least $ 1

2 .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 31 / 35

Page 86: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 1: all blue

We know that the string ABC. . . D costs $2.

If there’s an o in the signature, then the signature is just o since this symbolcosts $2.

Otherwise, there must be more than two symbols in ABC. . . D, since theyeach cost less than $1.

If there are exactly three symbols, then the signature can only be 632, 442,or 333.

If there are more than three symbols, the signature must be 2222 since eachsymbol costs at least $ 1

2 .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 31 / 35

Page 87: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 1: all blue

We know that the string ABC. . . D costs $2.

If there’s an o in the signature, then the signature is just o since this symbolcosts $2.

Otherwise, there must be more than two symbols in ABC. . . D, since theyeach cost less than $1.

If there are exactly three symbols, then the signature can only be 632, 442,or 333.

If there are more than three symbols, the signature must be 2222 since eachsymbol costs at least $ 1

2 .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 31 / 35

Page 88: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 1: all blue

We know that the string ABC. . . D costs $2.

If there’s an o in the signature, then the signature is just o since this symbolcosts $2.

Otherwise, there must be more than two symbols in ABC. . . D, since theyeach cost less than $1.

If there are exactly three symbols, then the signature can only be 632, 442,or 333.

If there are more than three symbols, the signature must be 2222 since eachsymbol costs at least $ 1

2 .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 31 / 35

Page 89: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 1: all blue

We know that the string ABC. . . D costs $2.

If there’s an o in the signature, then the signature is just o since this symbolcosts $2.

Otherwise, there must be more than two symbols in ABC. . . D, since theyeach cost less than $1.

If there are exactly three symbols, then the signature can only be 632, 442,or 333.

If there are more than three symbols, the signature must be 2222 since eachsymbol costs at least $ 1

2 .

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 31 / 35

Page 90: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 2: all red and no x

Note that *ABC. . . D costs $2 if and only if ABC. . . D does:

$1 +A− 1

2A+ · · ·+ N − 1

2N= $2 ⇐⇒ $

A− 1

A+ · · ·+ N − 1

N= $2

Thus, the possible signatures in this case are *632, *442, *333, *2222, or **.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 32 / 35

Page 91: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 2: all red and no x

Note that *ABC. . . D costs $2 if and only if ABC. . . D does:

$1 +A− 1

2A+ · · ·+ N − 1

2N= $2 ⇐⇒ $

A− 1

A+ · · ·+ N − 1

N= $2

Thus, the possible signatures in this case are *632, *442, *333, *2222, or **.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 32 / 35

Page 92: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 3: hybrid types

Note that given a signature with either red and blue symbols or an x, we canmake the following cost-preserving substitutions:

replace *nn with n*replace a final * with x

And these can be reversed by

replacing n* with *nnreplacing a x with *

So, we can use the signatures *632, *442, *333, *2222, or ** to determine allpossible hybrid signatures of $2 value:

*632 *442 *333 *2222 **↓ ↓ ↓ ↓

4*2 3*3 2*22 *x↓ ↓

22* xx↓

22x

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 33 / 35

Page 93: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 3: hybrid types

Note that given a signature with either red and blue symbols or an x, we canmake the following cost-preserving substitutions:

replace *nn with n*

replace a final * with x

And these can be reversed by

replacing n* with *nnreplacing a x with *

So, we can use the signatures *632, *442, *333, *2222, or ** to determine allpossible hybrid signatures of $2 value:

*632 *442 *333 *2222 **↓ ↓ ↓ ↓

4*2 3*3 2*22 *x↓ ↓

22* xx↓

22x

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 33 / 35

Page 94: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 3: hybrid types

Note that given a signature with either red and blue symbols or an x, we canmake the following cost-preserving substitutions:

replace *nn with n*replace a final * with x

And these can be reversed by

replacing n* with *nnreplacing a x with *

So, we can use the signatures *632, *442, *333, *2222, or ** to determine allpossible hybrid signatures of $2 value:

*632 *442 *333 *2222 **↓ ↓ ↓ ↓

4*2 3*3 2*22 *x↓ ↓

22* xx↓

22x

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 33 / 35

Page 95: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 3: hybrid types

Note that given a signature with either red and blue symbols or an x, we canmake the following cost-preserving substitutions:

replace *nn with n*replace a final * with x

And these can be reversed by

replacing n* with *nn

replacing a x with *

So, we can use the signatures *632, *442, *333, *2222, or ** to determine allpossible hybrid signatures of $2 value:

*632 *442 *333 *2222 **↓ ↓ ↓ ↓

4*2 3*3 2*22 *x↓ ↓

22* xx↓

22x

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 33 / 35

Page 96: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 3: hybrid types

Note that given a signature with either red and blue symbols or an x, we canmake the following cost-preserving substitutions:

replace *nn with n*replace a final * with x

And these can be reversed by

replacing n* with *nnreplacing a x with *

So, we can use the signatures *632, *442, *333, *2222, or ** to determine allpossible hybrid signatures of $2 value:

*632 *442 *333 *2222 **↓ ↓ ↓ ↓

4*2 3*3 2*22 *x↓ ↓

22* xx↓

22x

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 33 / 35

Page 97: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Case 3: hybrid types

Note that given a signature with either red and blue symbols or an x, we canmake the following cost-preserving substitutions:

replace *nn with n*replace a final * with x

And these can be reversed by

replacing n* with *nnreplacing a x with *

So, we can use the signatures *632, *442, *333, *2222, or ** to determine allpossible hybrid signatures of $2 value:

*632 *442 *333 *2222 **↓ ↓ ↓ ↓

4*2 3*3 2*22 *x↓ ↓

22* xx↓

22x

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 33 / 35

Page 98: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Conclusion: only 17 signatures!

So, we have

5 blue signatures

5 red signatures

7 hybrid signatures: 4*2, 3*3, 2*2, *x, 22*, xx, and 22x.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 34 / 35

Page 99: The symmetry of wallpaper - University of Minnesotadavidm/docs/symmetry-of-wallpaper.pdf · David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 22 / 35. The $2 Theorem Theorem

Thank you!

For more information, check out The Symmetries of Things by John HortonConway – an excellent, accessible read for mathematicians andnon-mathematicians alike.

David Morawski (UMN) The symmetry of wallpaper 25 March, 2011 35 / 35