Hamilton Decompositions of Infinite Circulant Graphs Sara Herke The - - PowerPoint PPT Presentation

hamilton decompositions of infinite circulant graphs
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Hamilton Decompositions of Infinite Circulant Graphs Sara Herke The - - PowerPoint PPT Presentation

Hamilton Decompositions of Infinite Circulant Graphs Sara Herke The University of Queensland joint work with Darryn Bryant, Barbara Maenhaut and Bridget Webb January 2017 Infinite Circulant Graphs Infinite Circulant Graphs Group G with


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Hamilton Decompositions of Infinite Circulant Graphs

Sara Herke The University of Queensland

joint work with Darryn Bryant, Barbara Maenhaut and Bridget Webb

January 2017

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Infinite Circulant Graphs

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Infinite Circulant Graphs

Group G with identity e and S ⊆ G − {e}, inverse-closed The Cayley graph on the group G with connection set S, denoted Cay(G, S), is the undirected simple graph where

  • the vertices are the elements of G and
  • the edge set is {{g, gs} | g ∈ G, s ∈ S}.
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Infinite Circulant Graphs

Group G with identity e and S ⊆ G − {e}, inverse-closed The Cayley graph on the group G with connection set S, denoted Cay(G, S), is the undirected simple graph where

  • the vertices are the elements of G and
  • the edge set is {{g, gs} | g ∈ G, s ∈ S}.

1 2 3 4 5 6 7 1 2 3

  • 1

... ...

Cay(Z8, {1, 2}) Cay(Z, {1, 2})

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Hamilton Decompositions (Finite)

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Hamilton Decompositions (Finite)

Theorem (Chen, Quimpo 1981)

Every 2k-regular connected Cayley graph on a finite abelian group has a Hamilton cycle.

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Hamilton Decompositions (Finite)

Theorem (Chen, Quimpo 1981)

Every 2k-regular connected Cayley graph on a finite abelian group has a Hamilton cycle.

Alspach’s Conjecture (1984)

Every 2k-regular connected Cayley graph on a finite abelian group is Hamilton-decomposable.

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Hamilton Decompositions (Finite)

Theorem (Chen, Quimpo 1981)

Every 2k-regular connected Cayley graph on a finite abelian group has a Hamilton cycle.

Alspach’s Conjecture (1984)

Every 2k-regular connected Cayley graph on a finite abelian group is Hamilton-decomposable.

k = 1 k = 2 k 3 ? (many partial results)

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Hamilton Decompositions (Finite)

Theorem (Chen, Quimpo 1981)

Every 2k-regular connected Cayley graph on a finite abelian group has a Hamilton cycle.

Alspach’s Conjecture (1984)

Every 2k-regular connected Cayley graph on a finite abelian group is Hamilton-decomposable.

k = 1 k = 2 k 3 ? (many partial results)

Theorem (Bryant, Dean 2015)

There exist 2k-regular connected Cayley graphs on finite NON-abelian groups that are NOT Hamilton-decomposable.

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Infinite Analogue of a Hamilton Cycle

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Infinite Analogue of a Hamilton Cycle

two-way infinite Hamilton path: connected 2-regular spanning subgraph

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Infinite Analogue of a Hamilton Cycle

two-way infinite Hamilton path: connected 2-regular spanning subgraph An infinite graph is Hamilton-decomposable if it is decomposable into two-way-infinite Hamilton paths.

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Infinite Analogue of a Hamilton Cycle

two-way infinite Hamilton path: connected 2-regular spanning subgraph An infinite graph is Hamilton-decomposable if it is decomposable into two-way-infinite Hamilton paths.

Theorem (Nash-Williams 1959)

Every connected Cayley graph on a finitely-generated infinite abelian group has a two-way infinite Hamilton path.

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Infinite Analogue of a Hamilton Cycle

two-way infinite Hamilton path: connected 2-regular spanning subgraph An infinite graph is Hamilton-decomposable if it is decomposable into two-way-infinite Hamilton paths.

Theorem (Nash-Williams 1959)

Every connected Cayley graph on a finitely-generated infinite abelian group has a two-way infinite Hamilton path.

[Abelian groups, graphs and generalized knights]

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Infinite Analogue of a Hamilton Cycle

two-way infinite Hamilton path: connected 2-regular spanning subgraph An infinite graph is Hamilton-decomposable if it is decomposable into two-way-infinite Hamilton paths.

Theorem (Nash-Williams 1959)

Every connected Cayley graph on a finitely-generated infinite abelian group has a two-way infinite Hamilton path.

[Abelian groups, graphs and generalized knights]

Theorem (Zhang, Huang 1995)

Every connected infinite circulant graph has a (two-way infinite) Hamilton path.

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Infinite Analogue of a Hamilton Cycle

two-way infinite Hamilton path: connected 2-regular spanning subgraph An infinite graph is Hamilton-decomposable if it is decomposable into two-way-infinite Hamilton paths.

Theorem (Nash-Williams 1959)

Every connected Cayley graph on a finitely-generated infinite abelian group has a two-way infinite Hamilton path.

[Abelian groups, graphs and generalized knights]

Theorem (Zhang, Huang 1995)

Every connected infinite circulant graph has a (two-way infinite) Hamilton path. Furthermore, Cay(Z, S) is connected ⇐ ⇒ gcd(S) = 1.

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Which Cayley graphs on finitely-generated infinite abelian groups are Hamilton-decomposable?

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Which Cayley graphs on finitely-generated infinite abelian groups are Hamilton-decomposable?

Infinite Valency Finite Valency

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Infinite Connection Sets

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Infinite Connection Sets

G is ∞-connected if G has no finite cut-set. G has infinite edge-connectivity if G has no finite edge-cut.

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Infinite Connection Sets

G is ∞-connected if G has no finite cut-set. G has infinite edge-connectivity if G has no finite edge-cut.

Theorem (Witte 1990)

Let G be a countably infinite graph with infinite valency. If G is vertex-transitive and has a Hamilton path then G is ∞-connected. Also, G is Hamilton-decomposable if and only if G has a Hamilton path and infinite edge-connectivity.

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Infinite Connection Sets

G is ∞-connected if G has no finite cut-set. G has infinite edge-connectivity if G has no finite edge-cut.

Theorem (Witte 1990)

Let G be a countably infinite graph with infinite valency. If G is vertex-transitive and has a Hamilton path then G is ∞-connected. Also, G is Hamilton-decomposable if and only if G has a Hamilton path and infinite edge-connectivity.

Theorem (Bryant, S.H., Maenhaut, Webb)

Every connected Cayley graph on finitely-generated infinite abelian group

  • f infinite valency is Hamilton-decomposable.
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Finite Connection Sets

Let G = Cay(Z, S) where |S| = k.

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Finite Connection Sets

Let G = Cay(Z, S) where |S| = k. Suppose G has a Hamilton decomposition.

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Finite Connection Sets

Let G = Cay(Z, S) where |S| = k. Suppose G has a Hamilton decomposition. Let E = {{u, v} | u 0, v 1}.

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Finite Connection Sets

Let G = Cay(Z, S) where |S| = k. Suppose G has a Hamilton decomposition. Let E = {{u, v} | u 0, v 1}.

1 1

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Finite Connection Sets

Let G = Cay(Z, S) where |S| = k. Suppose G has a Hamilton decomposition. Let E = {{u, v} | u 0, v 1}.

1 1

|E| =

s∈S

s

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Finite Connection Sets

Let G = Cay(Z, S) where |S| = k. Suppose G has a Hamilton decomposition. Let E = {{u, v} | u 0, v 1}.

1 1

|E| =

s∈S

s Each of the k Hamilton paths uses an odd number of edges of E.

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Finite Connection Sets

Let G = Cay(Z, S) where |S| = k. Suppose G has a Hamilton decomposition. Let E = {{u, v} | u 0, v 1}.

1 1

|E| =

s∈S

s Each of the k Hamilton paths uses an odd number of edges of E. Hence |E| and k have the same parity.

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Finite Connection Sets

Let G = Cay(Z, S) where |S| = k. Suppose G has a Hamilton decomposition. Let E = {{u, v} | u 0, v 1}.

1 1

|E| =

s∈S

s Each of the k Hamilton paths uses an odd number of edges of E. Hence |E| and k have the same parity. Necessary conditions for G to be Hamilton-decomposable:

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Finite Connection Sets

Let G = Cay(Z, S) where |S| = k. Suppose G has a Hamilton decomposition. Let E = {{u, v} | u 0, v 1}.

1 1

|E| =

s∈S

s Each of the k Hamilton paths uses an odd number of edges of E. Hence |E| and k have the same parity. Necessary conditions for G to be Hamilton-decomposable: (1) gcd(S) = 1 (2)

  • s∈S

s ≡ |S| (mod 2)

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Admissible Infinite Circulants

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Admissible Infinite Circulants

Ex: Cay(Zn, {1, 2}) is Hamilton-decomposable ∀n 5, but Cay(Z, {1, 2}) is NOT Hamilton-decomposable.

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Admissible Infinite Circulants

Ex: Cay(Zn, {1, 2}) is Hamilton-decomposable ∀n 5, but Cay(Z, {1, 2}) is NOT Hamilton-decomposable. Cay(Z, S) is admissible if gcd(S) = 1 and

s∈S

s ≡ |S| (mod 2).

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Admissible Infinite Circulants

Ex: Cay(Zn, {1, 2}) is Hamilton-decomposable ∀n 5, but Cay(Z, {1, 2}) is NOT Hamilton-decomposable. Cay(Z, S) is admissible if gcd(S) = 1 and

s∈S

s ≡ |S| (mod 2). Cay(Z, S) admissible = ⇒ for each positive even integer s ∈ S, Cay(Z, S ∪ {s}) not admissible.

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Admissible Infinite Circulants

Ex: Cay(Zn, {1, 2}) is Hamilton-decomposable ∀n 5, but Cay(Z, {1, 2}) is NOT Hamilton-decomposable. Cay(Z, S) is admissible if gcd(S) = 1 and

s∈S

s ≡ |S| (mod 2). Cay(Z, S) admissible = ⇒ for each positive even integer s ∈ S, Cay(Z, S ∪ {s}) not admissible. There are infinitely many connected infinite circulant graphs with finite valency that are not Hamilton-decomposable.

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Admissible Infinite Circulants

Ex: Cay(Zn, {1, 2}) is Hamilton-decomposable ∀n 5, but Cay(Z, {1, 2}) is NOT Hamilton-decomposable. Cay(Z, S) is admissible if gcd(S) = 1 and

s∈S

s ≡ |S| (mod 2). Cay(Z, S) admissible = ⇒ for each positive even integer s ∈ S, Cay(Z, S ∪ {s}) not admissible. There are infinitely many connected infinite circulant graphs with finite valency that are not Hamilton-decomposable. Is every admissible infinite circulant graph Hamilton-decomposable?

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4-Regular Infinite Circulants

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4-Regular Infinite Circulants

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {a, b}) is Hamilton-decomposable ⇐ ⇒ admissible (a and b both odd and gcd(a, b) = 1).

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4-Regular Infinite Circulants

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {a, b}) is Hamilton-decomposable ⇐ ⇒ admissible (a and b both odd and gcd(a, b) = 1). Find a “starter path” with 2b edges starting at 0 and ending at 2b covering a vertex from each congruence class modulo 2b

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4-Regular Infinite Circulants

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {a, b}) is Hamilton-decomposable ⇐ ⇒ admissible (a and b both odd and gcd(a, b) = 1). Find a “starter path” with 2b edges starting at 0 and ending at 2b covering a vertex from each congruence class modulo 2b Ex: Cay(Z, {3, 5})

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4-Regular Infinite Circulants

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {a, b}) is Hamilton-decomposable ⇐ ⇒ admissible (a and b both odd and gcd(a, b) = 1). Find a “starter path” with 2b edges starting at 0 and ending at 2b covering a vertex from each congruence class modulo 2b Take translates by 2b to get a Hamilton path H1 Ex: Cay(Z, {3, 5})

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4-Regular Infinite Circulants

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {a, b}) is Hamilton-decomposable ⇐ ⇒ admissible (a and b both odd and gcd(a, b) = 1). Find a “starter path” with 2b edges starting at 0 and ending at 2b covering a vertex from each congruence class modulo 2b Take translates by 2b to get a Hamilton path H1 Ex: Cay(Z, {3, 5})

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4-Regular Infinite Circulants

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {a, b}) is Hamilton-decomposable ⇐ ⇒ admissible (a and b both odd and gcd(a, b) = 1). Find a “starter path” with 2b edges starting at 0 and ending at 2b covering a vertex from each congruence class modulo 2b Take translates by 2b to get a Hamilton path H1 H2 = H1 + b Ex: Cay(Z, {3, 5})

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4-Regular Infinite Circulants

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {a, b}) is Hamilton-decomposable ⇐ ⇒ admissible (a and b both odd and gcd(a, b) = 1). Find a “starter path” with 2b edges starting at 0 and ending at 2b covering a vertex from each congruence class modulo 2b Take translates by 2b to get a Hamilton path H1 H2 = H1 + b Ex: Cay(Z, {3, 5})

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General Construction Lemma

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General Construction Lemma

The length of an edge {u, v} in a graph with vertex set Zn is the distance from u to v in Cay(Zn, {1})

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General Construction Lemma

The length of an edge {u, v} in a graph with vertex set Zn is the distance from u to v in Cay(Zn, {1}) Ex: G = Cay(Z, {1, 2, 8, 9, 5})

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General Construction Lemma

The length of an edge {u, v} in a graph with vertex set Zn is the distance from u to v in Cay(Zn, {1}) Ex: G = Cay(Z, {1, 2, 8, 9, 5}) In K5 with vertex set Z5, ℓ([0], [1]) = 1 ℓ([0], [2]) = 2 ℓ([0], [8]) = 2 ℓ([0], [9]) = 1

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General Construction Lemma

The length of an edge {u, v} in a graph with vertex set Zn is the distance from u to v in Cay(Zn, {1}) Ex: G = Cay(Z, {1, 2, 8, 9, 5}) In K5 with vertex set Z5, ℓ([0], [1]) = 1 ℓ([0], [2]) = 2 ℓ([0], [8]) = 2 ℓ([0], [9]) = 1

[0] [1] [4] [3] [2]

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General Construction Lemma

The length of an edge {u, v} in a graph with vertex set Zn is the distance from u to v in Cay(Zn, {1}) Ex: G = Cay(Z, {1, 2, 8, 9, 5}) In K5 with vertex set Z5, ℓ([0], [1]) = 1 ℓ([0], [2]) = 2 ℓ([0], [8]) = 2 ℓ([0], [9]) = 1

1 3 4 12 [0] [1] [4] [3] [2]

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General Construction Lemma

The length of an edge {u, v} in a graph with vertex set Zn is the distance from u to v in Cay(Zn, {1}) Ex: G = Cay(Z, {1, 2, 8, 9, 5}) In K5 with vertex set Z5, ℓ([0], [1]) = 1 ℓ([0], [2]) = 2 ℓ([0], [8]) = 2 ℓ([0], [9]) = 1

1 3 4 12 5 6 8 9 17 [0] [1] [4] [3] [2]

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General Construction Lemma

The length of an edge {u, v} in a graph with vertex set Zn is the distance from u to v in Cay(Zn, {1}) Ex: G = Cay(Z, {1, 2, 8, 9, 5}) In K5 with vertex set Z5, ℓ([0], [1]) = 1 ℓ([0], [2]) = 2 ℓ([0], [8]) = 2 ℓ([0], [9]) = 1

1 3 4 12 5 6 8 9 17 [0] [1] [4] [3] [2]

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General Construction Lemma

The length of an edge {u, v} in a graph with vertex set Zn is the distance from u to v in Cay(Zn, {1}) Ex: G = Cay(Z, {1, 2, 8, 9, 5}) In K5 with vertex set Z5, ℓ([0], [1]) = 1 ℓ([0], [2]) = 2 ℓ([0], [8]) = 2 ℓ([0], [9]) = 1

1 3 4 12 5 6 8 9 17 10 [0] [1] [4] [3] [2]

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General Construction Lemma

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General Construction Lemma

Lemma (Bryant, S.H., Maenhaut, Webb)

Let G = Cay(Z, {a1, . . . , ak−1, k}) be an admissible infinite circulant graph where k is odd and each ai is not divisible by k.

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General Construction Lemma

Lemma (Bryant, S.H., Maenhaut, Webb)

Let G = Cay(Z, {a1, . . . , ak−1, k}) be an admissible infinite circulant graph where k is odd and each ai is not divisible by k. If there exists a Hamilton path in Kk with edge lengths given by the multiset {ℓ([0], [ai]) | i = 1, 2, . . . , k − 1},

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General Construction Lemma

Lemma (Bryant, S.H., Maenhaut, Webb)

Let G = Cay(Z, {a1, . . . , ak−1, k}) be an admissible infinite circulant graph where k is odd and each ai is not divisible by k. If there exists a Hamilton path in Kk with edge lengths given by the multiset {ℓ([0], [ai]) | i = 1, 2, . . . , k − 1}, then G is Hamilton-decomposable.

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General Construction Lemma

Lemma (Bryant, S.H., Maenhaut, Webb)

Let G = Cay(Z, {a1, . . . , ak−1, k}) be an admissible infinite circulant graph where k is odd and each ai is not divisible by k. If there exists a Hamilton path in Kk with edge lengths given by the multiset {ℓ([0], [ai]) | i = 1, 2, . . . , k − 1}, then G is Hamilton-decomposable.

Buratti’s Conjecture (2007)

If p is an odd prime and L is a multiset of p − 1 elements from {1, . . . , p−1

2 }, then there exists a Hamilton path in Kp with edge lengths

given by L.

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Using the Lemma

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Using the Lemma

Buratti’s Conjecture has been verified in the following cases: p 23 [Meszka] the edges are of at most two lengths [Horak, Rosa 2009] some results for p not necessarily prime

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Using the Lemma

Buratti’s Conjecture has been verified in the following cases: p 23 [Meszka] the edges are of at most two lengths [Horak, Rosa 2009] some results for p not necessarily prime

Theorem (Bryant, S.H., Maenhaut, Webb)

If p is an odd prime, where p 23, and a1, a2, . . . , ap−1 are distinct positive integers, not divisible by p, then Cay(Z, {a1, a2, . . . , ap−1, p}) is Hamilton-decomposable ⇐ ⇒ admissible.

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Using the Lemma

Buratti’s Conjecture has been verified in the following cases: p 23 [Meszka] the edges are of at most two lengths [Horak, Rosa 2009] some results for p not necessarily prime

Theorem (Bryant, S.H., Maenhaut, Webb)

If p is an odd prime, where p 23, and a1, a2, . . . , ap−1 are distinct positive integers, not divisible by p, then Cay(Z, {a1, a2, . . . , ap−1, p}) is Hamilton-decomposable ⇐ ⇒ admissible. No Hamilton path in K9 with the following multisets for edge lengths: {1, 3, 3, 3, 3, 3, 3, 3} {2, 3, 3, 3, 3, 3, 3, 3} {3, 3, 3, 3, 3, 3, 3, 3} {3, 3, 3, 3, 3, 3, 3, 4}

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Consecutive Edge Lengths

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Consecutive Edge Lengths

Theorem (Bryant, S.H., Maenhaut, Webb)

If k 3 is odd and a1, . . . , ak−1 are distinct positive integers such that ai ≡ i (mod k), then Cay(Z, {a1, . . . , ak−1, k}) is Hamilton-decomposable ⇐ ⇒ admissible.

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Consecutive Edge Lengths

Theorem (Bryant, S.H., Maenhaut, Webb)

If k 3 is odd and a1, . . . , ak−1 are distinct positive integers such that ai ≡ i (mod k), then Cay(Z, {a1, . . . , ak−1, k}) is Hamilton-decomposable ⇐ ⇒ admissible.

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Consecutive Edge Lengths

Theorem (Bryant, S.H., Maenhaut, Webb)

If k 3 is odd and a1, . . . , ak−1 are distinct positive integers such that ai ≡ i (mod k), then Cay(Z, {a1, . . . , ak−1, k}) is Hamilton-decomposable ⇐ ⇒ admissible. Cay(Z, {1, 2, 3 . . . , k}) admissible: k ≡ 0, 1 (mod 4)

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Consecutive Edge Lengths

Theorem (Bryant, S.H., Maenhaut, Webb)

If k 3 is odd and a1, . . . , ak−1 are distinct positive integers such that ai ≡ i (mod k), then Cay(Z, {a1, . . . , ak−1, k}) is Hamilton-decomposable ⇐ ⇒ admissible. Cay(Z, {1, 2, 3 . . . , k}) admissible: k ≡ 0, 1 (mod 4)

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {1, 2, . . . , k}) is Hamilton-decomposable ⇐ ⇒ admissible.

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Other 2k-Valent Cases

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Other 2k-Valent Cases

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {1, 2, . . . , k − 1, k + 1}) is Hamilton-decomposable ⇐ ⇒ admissible.

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Other 2k-Valent Cases

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {1, 2, . . . , k − 1, k + 1}) is Hamilton-decomposable ⇐ ⇒ admissible.

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {1, 2, 4, 6, . . . , 2t}) is Hamilton-decomposable ⇐ ⇒ admissible.

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6-Regular Infinite Circulants

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6-Regular Infinite Circulants

Corollary

If a and b are distinct positive integers, not divisible by 3, then Cay(Z, {3, a, b}) is Hamilton-decomposable ⇐ ⇒ admissible.

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6-Regular Infinite Circulants

Corollary

If a and b are distinct positive integers, not divisible by 3, then Cay(Z, {3, a, b}) is Hamilton-decomposable ⇐ ⇒ admissible. Unknown: Cay(Z, {a, 3t, 3}), where a ≡ 0 (mod 3)

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6-Regular Infinite Circulants

Corollary

If a and b are distinct positive integers, not divisible by 3, then Cay(Z, {3, a, b}) is Hamilton-decomposable ⇐ ⇒ admissible. Unknown: Cay(Z, {a, 3t, 3}), where a ≡ 0 (mod 3)

Corollary

If a, b ∈ Z+ are odd and relatively prime then Cay(Z, {1, a, b}) is Hamilton-decomposable.

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6-Regular Infinite Circulants

Corollary

If a and b are distinct positive integers, not divisible by 3, then Cay(Z, {3, a, b}) is Hamilton-decomposable ⇐ ⇒ admissible. Unknown: Cay(Z, {a, 3t, 3}), where a ≡ 0 (mod 3)

Corollary

If a, b ∈ Z+ are odd and relatively prime then Cay(Z, {1, a, b}) is Hamilton-decomposable. Unknown: Cay(Z, {1, a, b}) when a, b are both even or when a, b are both odd but not relatively prime.

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6-Regular Infinite Circulants

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6-Regular Infinite Circulants

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {1, 2, c}) is Hamilton-decomposable ⇐ ⇒ admissible.

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6-Regular Infinite Circulants

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {1, 2, c}) is Hamilton-decomposable ⇐ ⇒ admissible. Ex: Cay(Z, {1, 2, 10})

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6-Regular Infinite Circulants

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {1, 2, c}) is Hamilton-decomposable ⇐ ⇒ admissible. Ex: Cay(Z, {1, 2, 10})

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6-Regular Infinite Circulants

Theorem (Bryant, S.H., Maenhaut, Webb)

Cay(Z, {1, 2, c}) is Hamilton-decomposable ⇐ ⇒ admissible. Ex: Cay(Z, {1, 2, 10})

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Future Directions

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Future Directions

Tentative Conjecture

Every admissible infinite circulant graph is Hamilton-decomposable.

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Future Directions

Tentative Conjecture

Every admissible infinite circulant graph is Hamilton-decomposable.

Open Problem

Characterise the connected Cayley graphs on finitely-generated infinite abelian groups of finite valency that are Hamilton-decomposable.

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Future Directions

Tentative Conjecture

Every admissible infinite circulant graph is Hamilton-decomposable.

Open Problem

Characterise the connected Cayley graphs on finitely-generated infinite abelian groups of finite valency that are Hamilton-decomposable.

Ben Reiniger

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Thanks!