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Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat Advisor Teerapong Suksumran Department of Mathematics, Faculty of Science, Chiang Mai University, Thailand Semigroups and Groups, Automata, Logics Politecnico di Milano, Cremona 10-13 June 2019

Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

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Page 1: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Finding generating sets of finite groups using their Cayleygraphs

Presented byTanakorn Udomworarat

AdvisorTeerapong Suksumran

Department of Mathematics, Faculty of Science,Chiang Mai University, Thailand

Semigroups and Groups, Automata, LogicsPolitecnico di Milano, Cremona

10-13 June 2019

Page 2: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Outline

1 IntroductionCayley graphs

2 Main ResultsEquivalence relation and components of Cayley graphsConnections between components and cosetsConstruction generating sets of groupsFinding minimal generating sets of finite groups

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 2 / 18

Page 3: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Introduction Cayley graphs

Cayley graphs

Cayley digraph−−→Cay(G,A)

G is a group

A ⊆ G

Vertex set is G

Arc set is {(g, ga) : g ∈ G, a ∈ A}

Cayley color digraph−−→Cayc(G,A)

Arc (g, ga) is given color a

Cayley graph Cay(G,A)

Underlying graph of−−→Cay(G,A)

{u, v} is an edge if and only if u = va or v = ua for some a ∈ A

{u, v} is an edge in Cay(G,A) if and only if (u, v) or (v , u) is an arc in−−→Cay(G,A)

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 3 / 18

Page 4: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Equivalence relation and components of Cayley graphs

Equivalence relation and components of Cayley graphs

Definition 1The equivalence relation p on G is defined by u p v if and only if either u = v or thereis a path from u to v in Cay(G,A).

Definition 2C is a component of Cay (G,A) if and only if there is an equivalence class X of therelation p such that C is the subgraph of Cay (G,A) induced by X , that is,C = Cay (G,A)[X ].

Remark 3

u p v if and only if u and v are in the same component of Cay (G,A).

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 4 / 18

Page 5: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Equivalence relation and components of Cayley graphs

Relations between components and cosets

Theorem 4Let u, v ∈ G. Then u and v are in the same coset of ⟨A⟩ in G if and only if u p v , wherep is the equivalence relation induced by Cay(G,A).

Example In Z6, ⟨2⟩ = {0, 2, 4}.Cosets of ⟨2⟩ in Z6 are 0 + ⟨2⟩ = {0, 2, 4} and 1 + ⟨2⟩ = {1, 3, 5}.

−−→Cay (Z6, {2})

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 5 / 18

Page 6: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Connections between components and cosets

Connections between components and cosets

Corollary 5

Let X ⊆ G. Then X is an equivalence class of the relation p induced by Cay(G,A)if and only if X is a coset of ⟨A⟩ in G.

Corollary 6

Let G be a group and let A ⊆ G. Any component of Cay(G,A) is of the form

Cay(G,A)[g⟨A⟩]

for some g ∈ G.

Corollary 7

The number of components of Cay (G,A) equals [G : ⟨A⟩], the index of ⟨A⟩ in G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 6 / 18

Page 7: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Construction generating sets of groups

Construction generating sets of groups

Generating set of a group G is a subset such that each element of the group can beexpressed as the combination (under the group operation) of finitely many elements ofthe subset and their inverses.

Theorem 8 (Well-known Result)

The Cayley graph Cay (G,A) is connected if and only if G = ⟨A⟩.

Theorem 9If Cay (G,A) has finitely many components and if v1, v2, . . . , vk are representativevertices in all the components of Cay (G,A), then

S1 = A ∪ {v−11 v2, v

−12 v3, . . . , v−1

k−1vk} and S2 = A ∪ {v−11 v2, v

−11 v3, . . . , v−1

1 vk}

form generating sets of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 7 / 18

Page 8: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Construction generating sets of groups

Construction generating sets of groups

Idea of Theorem 9

Simple diagram of−−→Cay (G,S1);S1 = A ∪ {v−1

1 v2, v−12 v3, . . . , v−1

k−1vk}

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 8 / 18

Page 9: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Construction generating sets of groups

Construction generating sets of groups

Idea of Theorem 9

Simple diagram of−−→Cay (G,S2);S2 = A ∪ {v−1

1 v2, v−11 v3, . . . , v−1

1 vk}

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 9 / 18

Page 10: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

A generating set A of a group G is minimal if no proper subset of A generates G.

Let G be a finite group.Algorithm for finding minimal generating sets

1 Set A = {a1}, where a1 ∈ G and a1 ̸= e.

2 Set v1 = a1, i = 1.

3 Draw Cay (G,A).

4 If Cay (G,A) is connected, skip to step (7). Otherwise, set i = i + 1 and v2 = bi ,where bi is an element of G not in the component of v1.

5 Set ai = v−11 v2 and A = A ∪ {ai}.

6 Return to step (3).

7 If i = 1, stop. Otherwise, set i = i − 1.

8 Draw Cay (G,A\{ai}).9 If Cay (G,A\{ai}) is connected, set A = A\{ai}. Otherwise, go to step (10).

10 Return to step (7).

When this algorithm stops, we have A is a minimal generating set of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 10 / 18

Page 11: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

A generating set A of a group G is minimal if no proper subset of A generates G.

Let G be a finite group.Algorithm for finding minimal generating sets

1 Set A = {a1}, where a1 ∈ G and a1 ̸= e.

2 Set v1 = a1, i = 1.

3 Draw Cay (G,A).

4 If Cay (G,A) is connected, skip to step (7). Otherwise, set i = i + 1 and v2 = bi ,where bi is an element of G not in the component of v1.

5 Set ai = v−11 v2 and A = A ∪ {ai}.

6 Return to step (3).

7 If i = 1, stop. Otherwise, set i = i − 1.

8 Draw Cay (G,A\{ai}).9 If Cay (G,A\{ai}) is connected, set A = A\{ai}. Otherwise, go to step (10).

10 Return to step (7).

When this algorithm stops, we have A is a minimal generating set of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 10 / 18

Page 12: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

A generating set A of a group G is minimal if no proper subset of A generates G.

Let G be a finite group.Algorithm for finding minimal generating sets

1 Set A = {a1}, where a1 ∈ G and a1 ̸= e.

2 Set v1 = a1, i = 1.

3 Draw Cay (G,A).

4 If Cay (G,A) is connected, skip to step (7). Otherwise, set i = i + 1 and v2 = bi ,where bi is an element of G not in the component of v1.

5 Set ai = v−11 v2 and A = A ∪ {ai}.

6 Return to step (3).

7 If i = 1, stop. Otherwise, set i = i − 1.

8 Draw Cay (G,A\{ai}).9 If Cay (G,A\{ai}) is connected, set A = A\{ai}. Otherwise, go to step (10).

10 Return to step (7).

When this algorithm stops, we have A is a minimal generating set of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 10 / 18

Page 13: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

A generating set A of a group G is minimal if no proper subset of A generates G.

Let G be a finite group.Algorithm for finding minimal generating sets

1 Set A = {a1}, where a1 ∈ G and a1 ̸= e.

2 Set v1 = a1, i = 1.

3 Draw Cay (G,A).

4 If Cay (G,A) is connected, skip to step (7). Otherwise, set i = i + 1 and v2 = bi ,where bi is an element of G not in the component of v1.

5 Set ai = v−11 v2 and A = A ∪ {ai}.

6 Return to step (3).

7 If i = 1, stop. Otherwise, set i = i − 1.

8 Draw Cay (G,A\{ai}).9 If Cay (G,A\{ai}) is connected, set A = A\{ai}. Otherwise, go to step (10).

10 Return to step (7).

When this algorithm stops, we have A is a minimal generating set of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 10 / 18

Page 14: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

A generating set A of a group G is minimal if no proper subset of A generates G.

Let G be a finite group.Algorithm for finding minimal generating sets

1 Set A = {a1}, where a1 ∈ G and a1 ̸= e.

2 Set v1 = a1, i = 1.

3 Draw Cay (G,A).

4 If Cay (G,A) is connected, skip to step (7). Otherwise, set i = i + 1 and v2 = bi ,where bi is an element of G not in the component of v1.

5 Set ai = v−11 v2 and A = A ∪ {ai}.

6 Return to step (3).

7 If i = 1, stop. Otherwise, set i = i − 1.

8 Draw Cay (G,A\{ai}).9 If Cay (G,A\{ai}) is connected, set A = A\{ai}. Otherwise, go to step (10).

10 Return to step (7).

When this algorithm stops, we have A is a minimal generating set of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 10 / 18

Page 15: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

A generating set A of a group G is minimal if no proper subset of A generates G.

Let G be a finite group.Algorithm for finding minimal generating sets

1 Set A = {a1}, where a1 ∈ G and a1 ̸= e.

2 Set v1 = a1, i = 1.

3 Draw Cay (G,A).

4 If Cay (G,A) is connected, skip to step (7). Otherwise, set i = i + 1 and v2 = bi ,where bi is an element of G not in the component of v1.

5 Set ai = v−11 v2 and A = A ∪ {ai}.

6 Return to step (3).

7 If i = 1, stop. Otherwise, set i = i − 1.

8 Draw Cay (G,A\{ai}).9 If Cay (G,A\{ai}) is connected, set A = A\{ai}. Otherwise, go to step (10).

10 Return to step (7).

When this algorithm stops, we have A is a minimal generating set of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 10 / 18

Page 16: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

A generating set A of a group G is minimal if no proper subset of A generates G.

Let G be a finite group.Algorithm for finding minimal generating sets

1 Set A = {a1}, where a1 ∈ G and a1 ̸= e.

2 Set v1 = a1, i = 1.

3 Draw Cay (G,A).

4 If Cay (G,A) is connected, skip to step (7). Otherwise, set i = i + 1 and v2 = bi ,where bi is an element of G not in the component of v1.

5 Set ai = v−11 v2 and A = A ∪ {ai}.

6 Return to step (3).

7 If i = 1, stop. Otherwise, set i = i − 1.

8 Draw Cay (G,A\{ai}).9 If Cay (G,A\{ai}) is connected, set A = A\{ai}. Otherwise, go to step (10).

10 Return to step (7).

When this algorithm stops, we have A is a minimal generating set of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 10 / 18

Page 17: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

A generating set A of a group G is minimal if no proper subset of A generates G.

Let G be a finite group.Algorithm for finding minimal generating sets

1 Set A = {a1}, where a1 ∈ G and a1 ̸= e.

2 Set v1 = a1, i = 1.

3 Draw Cay (G,A).

4 If Cay (G,A) is connected, skip to step (7). Otherwise, set i = i + 1 and v2 = bi ,where bi is an element of G not in the component of v1.

5 Set ai = v−11 v2 and A = A ∪ {ai}.

6 Return to step (3).

7 If i = 1, stop. Otherwise, set i = i − 1.

8 Draw Cay (G,A\{ai}).

9 If Cay (G,A\{ai}) is connected, set A = A\{ai}. Otherwise, go to step (10).

10 Return to step (7).

When this algorithm stops, we have A is a minimal generating set of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 10 / 18

Page 18: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

A generating set A of a group G is minimal if no proper subset of A generates G.

Let G be a finite group.Algorithm for finding minimal generating sets

1 Set A = {a1}, where a1 ∈ G and a1 ̸= e.

2 Set v1 = a1, i = 1.

3 Draw Cay (G,A).

4 If Cay (G,A) is connected, skip to step (7). Otherwise, set i = i + 1 and v2 = bi ,where bi is an element of G not in the component of v1.

5 Set ai = v−11 v2 and A = A ∪ {ai}.

6 Return to step (3).

7 If i = 1, stop. Otherwise, set i = i − 1.

8 Draw Cay (G,A\{ai}).9 If Cay (G,A\{ai}) is connected, set A = A\{ai}. Otherwise, go to step (10).

10 Return to step (7).

When this algorithm stops, we have A is a minimal generating set of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 10 / 18

Page 19: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

A generating set A of a group G is minimal if no proper subset of A generates G.

Let G be a finite group.Algorithm for finding minimal generating sets

1 Set A = {a1}, where a1 ∈ G and a1 ̸= e.

2 Set v1 = a1, i = 1.

3 Draw Cay (G,A).

4 If Cay (G,A) is connected, skip to step (7). Otherwise, set i = i + 1 and v2 = bi ,where bi is an element of G not in the component of v1.

5 Set ai = v−11 v2 and A = A ∪ {ai}.

6 Return to step (3).

7 If i = 1, stop. Otherwise, set i = i − 1.

8 Draw Cay (G,A\{ai}).9 If Cay (G,A\{ai}) is connected, set A = A\{ai}. Otherwise, go to step (10).

10 Return to step (7).

When this algorithm stops, we have A is a minimal generating set of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 10 / 18

Page 20: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

A generating set A of a group G is minimal if no proper subset of A generates G.

Let G be a finite group.Algorithm for finding minimal generating sets

1 Set A = {a1}, where a1 ∈ G and a1 ̸= e.

2 Set v1 = a1, i = 1.

3 Draw Cay (G,A).

4 If Cay (G,A) is connected, skip to step (7). Otherwise, set i = i + 1 and v2 = bi ,where bi is an element of G not in the component of v1.

5 Set ai = v−11 v2 and A = A ∪ {ai}.

6 Return to step (3).

7 If i = 1, stop. Otherwise, set i = i − 1.

8 Draw Cay (G,A\{ai}).9 If Cay (G,A\{ai}) is connected, set A = A\{ai}. Otherwise, go to step (10).

10 Return to step (7).

When this algorithm stops, we have A is a minimal generating set of G.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 10 / 18

Page 21: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

Let G be the group defined by presentation

G = ⟨a, b, c : a2 = b2 = (ab)2 = c3 = acabc−1 = abcbc−1⟩. (1)

Its Cayley table is given by this table 1.

Cayley table of the group G defined by (1).

1. The GAP Group, GAP - groups, Algorithms, and Programming, Version 4.10.0, 2018,http : //www.gap-system.org

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 11 / 18

Page 22: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

We can use the algorithm mentioned previously to find a minimal generating set of Gas follows :1. Set A = {b}, v1 = b, i = 1.2. Draw Cay (G, {b}).

e a

abb

cc acc

ac

abc

abccbcc

bc

c

FIGURE –−−→Cayc (G, {b}) ; blue arcs are induced by b.

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Page 23: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

3. Since Cay (G, {b}) is not connected, set i = 2 and v2 = ab.4. Set a2 = b−1(ab) = a and A = {b, a}.5. Draw Cay (G, {b, a}).

e a

abb

cc acc

ac

abc

abccbcc

bc

c

FIGURE –−−→Cayc (G, {b, a}) ; blue arcs are induced by b and red arcs are induced by a.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 13 / 18

Page 24: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

6. Since Cay (G, {b, a}) is not connected, set i = 3 and v2 = bc.7. Set a3 = b−1(bc) = c and A = {b, a, c}.8. Draw Cay (G, {b, a, c}).

e a

abb

cc acc

ac

abc

abccbcc

bc

c

FIGURE –−−→Cayc (G, {b, a, c}) ; blue arcs are induced by b, red arcs are induced by a, and green arcs are inducedby c.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 14 / 18

Page 25: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

9. Since Cay (G, {b, a, c}) is connected and i = 3, set i = 2.10. Draw Cay (G, {b, c}).

e a

abb

cc acc

ac

abc

abccbcc

bc

c

FIGURE –−−→Cayc (G, {b, c}) ; blue arcs are induced by b and green arcs are induced by c.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 15 / 18

Page 26: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

11. Since Cay (G, {b, c}) is connected, set A = {b, c}.12. Since i = 2, set i = 1.13. Draw Cay (G, {c}).

e a

abb

cc acc

ac

abc

abccbcc

bc

c

FIGURE –−−→Cayc (G, {c}) ; green arcs are induced by c.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 16 / 18

Page 27: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Main Results Finding minimal generating sets of finite groups

Finding minimal generating sets of finite groups

14. Since Cay (G, {c}) is not connected, go to the next step.15. Since i = 1, stop.This shows that A = {b, c} is a minimal generating set of G.

e a

abb

cc acc

ac

abc

abccbcc

bc

c

FIGURE –−−→Cayc (G, {b, c}) ; blue arcs are induced by b and green arcs are induced by c.

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 17 / 18

Page 28: Finding generating sets of finite groups using their Cayley graphs · 2019-06-21 · Finding generating sets of finite groups using their Cayley graphs Presented by Tanakorn Udomworarat

Acknowledgements

Chiang Mai University, Thailand

Development and Promotion of Science and Technology Talents Project (DPST)

Institute for the Promotion of Teaching Science and Technology (IPST)

T. Udomworarat | CMU Finding generating sets of groups using Cayley graphs SandGAL 2019 18 / 18