Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg,...

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Random bipartite graphs Boris ˇ Sobot Department of Mathematics and Informatics, Faculty of Science, Novi Sad June 5th, 2013 Boris ˇ Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 1 / 20

Transcript of Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg,...

Page 1: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random bipartite graphs

Boris Sobot

Department of Mathematics and Informatics, Faculty of Science, Novi Sad

June 5th, 2013

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 1 / 20

Page 2: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random graphs

Definition

A κ-random graph is a graph (V,E) such that |V | = κ that satisfies thefollowing extension property:

∀U,W ∈ [V ]<κ(U∩W = ∅ ⇒ ∃v ∈ V (∀u ∈ U vu ∈ E∧∀w ∈W vw /∈ E)).

Rado graph - the unique ℵ0-random graph.

Related structures: random digraphs, random tournaments, etc.

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Page 3: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random graphs

Definition

A κ-random graph is a graph (V,E) such that |V | = κ that satisfies thefollowing extension property:

∀U,W ∈ [V ]<κ(U∩W = ∅ ⇒ ∃v ∈ V (∀u ∈ U vu ∈ E∧∀w ∈W vw /∈ E)).

Rado graph - the unique ℵ0-random graph.

Related structures: random digraphs, random tournaments, etc.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 2 / 20

Page 4: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random graphs

Definition

A κ-random graph is a graph (V,E) such that |V | = κ that satisfies thefollowing extension property:

∀U,W ∈ [V ]<κ(U∩W = ∅ ⇒ ∃v ∈ V (∀u ∈ U vu ∈ E∧∀w ∈W vw /∈ E)).

Rado graph - the unique ℵ0-random graph.

Related structures: random digraphs, random tournaments, etc.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 2 / 20

Page 5: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random graphs

Definition

A κ-random graph is a graph (V,E) such that |V | = κ that satisfies thefollowing extension property:

∀U,W ∈ [V ]<κ(U∩W = ∅ ⇒ ∃v ∈ V (∀u ∈ U vu ∈ E∧∀w ∈W vw /∈ E)).

Rado graph - the unique ℵ0-random graph.

Related structures: random digraphs, random tournaments, etc.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 2 / 20

Page 6: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random graphs

Definition

A κ-random graph is a graph (V,E) such that |V | = κ that satisfies thefollowing extension property:

∀U,W ∈ [V ]<κ(U∩W = ∅ ⇒ ∃v ∈ V (∀u ∈ U vu ∈ E∧∀w ∈W vw /∈ E)).

Rado graph - the unique ℵ0-random graph.

Related structures: random digraphs, random tournaments, etc.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 2 / 20

Page 7: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random bigraphs

Definition

(κ, λ)-bigraph is a structure G = (X,Y,E), where (X ∪ Y,E) is adigraph such that |X| = κ, |Y | = λ and E ⊆ {xy : x ∈ X, y ∈ Y }.

We call X the left side, and Y the right side.ΓGU,W = {x ∈ X : ∀u ∈ U xu ∈ E ∧ ∀w ∈W xw /∈ E}

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Page 8: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random bigraphs

Definition

(κ, λ)-bigraph is a structure G = (X,Y,E), where (X ∪ Y,E) is adigraph such that |X| = κ, |Y | = λ and E ⊆ {xy : x ∈ X, y ∈ Y }.

We call X the left side, and Y the right side.ΓGU,W = {x ∈ X : ∀u ∈ U xu ∈ E ∧ ∀w ∈W xw /∈ E}

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Page 9: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random bigraphs

Definition

(κ, λ)-bigraph is a structure G = (X,Y,E), where (X ∪ Y,E) is adigraph such that |X| = κ, |Y | = λ and E ⊆ {xy : x ∈ X, y ∈ Y }.

We call X the left side, and Y the right side.ΓGU,W = {x ∈ X : ∀u ∈ U xu ∈ E ∧ ∀w ∈W xw /∈ E}

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Page 10: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random bigraphs

ΓGU,W = {x ∈ X : ∀u ∈ U xu ∈ E ∧ ∀w ∈W xw /∈ E}

Definition

Let µ ≤ λ. A (κ, λ)-bigraph (X,Y,E) is (κ, λ, µ)-random if

∀U,W ∈ [Y ]<µ (U ∩W = ∅ ⇒ ΓGU,W 6= ∅).

Definition

If µ ≤ κ, a (κ, λ)-bigraph (X,Y,E) is (κ, λ, µ)-dense if

∀U,W ∈ [X]<µ (U ∩W = ∅ ⇒ ∃y ∈ Y (∀u ∈ U uy ∈ E ∧ ∀w ∈W wy /∈ E)).

If G satisfies both conditions we will call it (κ, λ, µ)-random dense.A (κ, λ,ℵ0)-random bigraph is called just (κ, λ)-random.

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Page 11: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random bigraphs

ΓGU,W = {x ∈ X : ∀u ∈ U xu ∈ E ∧ ∀w ∈W xw /∈ E}

Definition

Let µ ≤ λ. A (κ, λ)-bigraph (X,Y,E) is (κ, λ, µ)-random if

∀U,W ∈ [Y ]<µ (U ∩W = ∅ ⇒ ΓGU,W 6= ∅).

Definition

If µ ≤ κ, a (κ, λ)-bigraph (X,Y,E) is (κ, λ, µ)-dense if

∀U,W ∈ [X]<µ (U ∩W = ∅ ⇒ ∃y ∈ Y (∀u ∈ U uy ∈ E ∧ ∀w ∈W wy /∈ E)).

If G satisfies both conditions we will call it (κ, λ, µ)-random dense.A (κ, λ,ℵ0)-random bigraph is called just (κ, λ)-random.

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Page 12: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random bigraphs

ΓGU,W = {x ∈ X : ∀u ∈ U xu ∈ E ∧ ∀w ∈W xw /∈ E}

Definition

Let µ ≤ λ. A (κ, λ)-bigraph (X,Y,E) is (κ, λ, µ)-random if

∀U,W ∈ [Y ]<µ (U ∩W = ∅ ⇒ ΓGU,W 6= ∅).

Definition

If µ ≤ κ, a (κ, λ)-bigraph (X,Y,E) is (κ, λ, µ)-dense if

∀U,W ∈ [X]<µ (U ∩W = ∅ ⇒ ∃y ∈ Y (∀u ∈ U uy ∈ E ∧ ∀w ∈W wy /∈ E)).

If G satisfies both conditions we will call it (κ, λ, µ)-random dense.A (κ, λ,ℵ0)-random bigraph is called just (κ, λ)-random.

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Page 13: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random bigraphs

ΓGU,W = {x ∈ X : ∀u ∈ U xu ∈ E ∧ ∀w ∈W xw /∈ E}(κ, λ, µ)-random bigraph: ∀U,W ∈ [Y ]<µ (U ∩W = ∅ ⇒ ΓGU,W 6= ∅).(κ, λ, µ)-dense bigraph:∀U,W ∈ [X]<µ (U ∩W = ∅ ⇒ ∃y ∈ Y (∀u ∈ U uy ∈ E ∧ ∀w ∈W wy /∈ E)).

Lemma

(a) In a (κ, λ, µ)-random bigraph (X,Y,E) we can find for every disjoint

U,W ∈ [Y ]<µ µ-many vertices x ∈ X that satisfy xu ∈ E for all u ∈ U and

xw /∈ E for all w ∈W .

(b) In a (κ, λ, µ)-dense bigraph (X,Y,E) we can find for every disjoint

U,W ∈ [X]<µ µ-many vertices y ∈ Y that satisfy uy ∈ E for all u ∈ U and

wy /∈ E for all w ∈W .

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Page 14: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random bigraphs

ΓGU,W = {x ∈ X : ∀u ∈ U xu ∈ E ∧ ∀w ∈W xw /∈ E}(κ, λ, µ)-random bigraph: ∀U,W ∈ [Y ]<µ (U ∩W = ∅ ⇒ ΓGU,W 6= ∅).(κ, λ, µ)-dense bigraph:∀U,W ∈ [X]<µ (U ∩W = ∅ ⇒ ∃y ∈ Y (∀u ∈ U uy ∈ E ∧ ∀w ∈W wy /∈ E)).

Lemma

(a) In a (κ, λ, µ)-random bigraph (X,Y,E) we can find for every disjoint

U,W ∈ [Y ]<µ µ-many vertices x ∈ X that satisfy xu ∈ E for all u ∈ U and

xw /∈ E for all w ∈W .

(b) In a (κ, λ, µ)-dense bigraph (X,Y,E) we can find for every disjoint

U,W ∈ [X]<µ µ-many vertices y ∈ Y that satisfy uy ∈ E for all u ∈ U and

wy /∈ E for all w ∈W .

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Page 15: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Random bigraphs

ΓGU,W = {x ∈ X : ∀u ∈ U xu ∈ E ∧ ∀w ∈W xw /∈ E}(κ, λ, µ)-random bigraph: ∀U,W ∈ [Y ]<µ (U ∩W = ∅ ⇒ ΓGU,W 6= ∅).(κ, λ, µ)-dense bigraph:∀U,W ∈ [X]<µ (U ∩W = ∅ ⇒ ∃y ∈ Y (∀u ∈ U uy ∈ E ∧ ∀w ∈W wy /∈ E)).

Lemma

(a) In a (κ, λ, µ)-random bigraph (X,Y,E) we can find for every disjoint

U,W ∈ [Y ]<µ µ-many vertices x ∈ X that satisfy xu ∈ E for all u ∈ U and

xw /∈ E for all w ∈W .

(b) In a (κ, λ, µ)-dense bigraph (X,Y,E) we can find for every disjoint

U,W ∈ [X]<µ µ-many vertices y ∈ Y that satisfy uy ∈ E for all u ∈ U and

wy /∈ E for all w ∈W .

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Page 16: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Independent and dense families

κ-random graph: ∀U,W ∈ [V ]<κ(U ∩W = ∅ ⇒ ∃v ∈ V (∀u ∈ U vu ∈ E ∧∀w ∈W vw /∈ E)).

Definition

Let µ ≤ λ. A family A = {Aα : α < λ} of subsets of κ is called(κ, λ, µ)-independent if

∀U,W ∈ [λ]<µ(U ∩W = ∅ ⇒⋂α∈U

Aα ∩⋂α∈W

(κ \Aα) 6= ∅).

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Page 17: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

The connection

Let A = {Aα : α < λ} be a (κ, λ, µ)-independent family. Let X and Ybe disjoint sets of cardinalities κ and λ respectively. We enumeratethem: X = {xβ : β < κ}, Y = {yα : α < λ}, and define the relationE ⊆ X × Y : let xβyα ∈ E iff β ∈ Aα. Then (X,Y,E) is a(κ, λ, µ)-random bigraph.

On the other hand, let G = (X,Y,E) be a (κ, λ, µ)-random bigraph.We enumerate X = {xβ : β < κ} and Y = {yα : α < λ} and define, foreach α ∈ λ, Aα = {β ∈ κ : xβyα ∈ E}. Then {Aα : α < λ} is a(κ, λ, µ)-independent family.

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Page 18: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

The connection

Let A = {Aα : α < λ} be a (κ, λ, µ)-independent family. Let X and Ybe disjoint sets of cardinalities κ and λ respectively. We enumeratethem: X = {xβ : β < κ}, Y = {yα : α < λ}, and define the relationE ⊆ X × Y : let xβyα ∈ E iff β ∈ Aα. Then (X,Y,E) is a(κ, λ, µ)-random bigraph.

On the other hand, let G = (X,Y,E) be a (κ, λ, µ)-random bigraph.We enumerate X = {xβ : β < κ} and Y = {yα : α < λ} and define, foreach α ∈ λ, Aα = {β ∈ κ : xβyα ∈ E}. Then {Aα : α < λ} is a(κ, λ, µ)-independent family.

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Page 19: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Robustness

Lemma

Every bigraph obtained from a (κ, λ, µ)-random bigraph (X,Y,E) by

(a) adding ≤ κ vertices to X (connected to arbitrary vertices from Y )

(b) removing < µ vertices from X

(c) removing < λ vertices from Y

(d) replacing < µ edges with non-edges and < µ non-edges with edges

is also a (κ, λ, µ)-random bigraph.

Lemma

Let µ be a regular cardinal. Every bigraph obtained from a(κ, λ, µ)-random dense bigraph by deleting < µ edges from each vertexis also a (κ, λ, µ)-random dense bigraph.

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Page 20: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Robustness

Lemma

Every bigraph obtained from a (κ, λ, µ)-random bigraph (X,Y,E) by

(a) adding ≤ κ vertices to X (connected to arbitrary vertices from Y )

(b) removing < µ vertices from X

(c) removing < λ vertices from Y

(d) replacing < µ edges with non-edges and < µ non-edges with edges

is also a (κ, λ, µ)-random bigraph.

Lemma

Let µ be a regular cardinal. Every bigraph obtained from a(κ, λ, µ)-random dense bigraph by deleting < µ edges from each vertexis also a (κ, λ, µ)-random dense bigraph.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 8 / 20

Page 21: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Robustness

Lemma

Every bigraph obtained from a (κ, λ, µ)-random bigraph (X,Y,E) by

(a) adding ≤ κ vertices to X (connected to arbitrary vertices from Y )

(b) removing < µ vertices from X

(c) removing < λ vertices from Y

(d) replacing < µ edges with non-edges and < µ non-edges with edges

is also a (κ, λ, µ)-random bigraph.

Lemma

Let µ be a regular cardinal. Every bigraph obtained from a(κ, λ, µ)-random dense bigraph by deleting < µ edges from each vertexis also a (κ, λ, µ)-random dense bigraph.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 8 / 20

Page 22: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Robustness

Lemma

Every bigraph obtained from a (κ, λ, µ)-random bigraph (X,Y,E) by

(a) adding ≤ κ vertices to X (connected to arbitrary vertices from Y )

(b) removing < µ vertices from X

(c) removing < λ vertices from Y

(d) replacing < µ edges with non-edges and < µ non-edges with edges

is also a (κ, λ, µ)-random bigraph.

Lemma

Let µ be a regular cardinal. Every bigraph obtained from a(κ, λ, µ)-random dense bigraph by deleting < µ edges from each vertexis also a (κ, λ, µ)-random dense bigraph.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 8 / 20

Page 23: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Robustness

Lemma

Every bigraph obtained from a (κ, λ, µ)-random bigraph (X,Y,E) by

(a) adding ≤ κ vertices to X (connected to arbitrary vertices from Y )

(b) removing < µ vertices from X

(c) removing < λ vertices from Y

(d) replacing < µ edges with non-edges and < µ non-edges with edges

is also a (κ, λ, µ)-random bigraph.

Lemma

Let µ be a regular cardinal. Every bigraph obtained from a(κ, λ, µ)-random dense bigraph by deleting < µ edges from each vertexis also a (κ, λ, µ)-random dense bigraph.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 8 / 20

Page 24: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Existence, uniqueness, homogeneity

Fact

If κ<µ = κ then there is a (κ, 2κ, µ)-random bigraph.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 9 / 20

Page 25: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Existence, uniqueness, homogeneity

Theorem (Goldstern, Grossberg, Kojman, 1996)

(a) There is exactly one (up to isomorphism) (ℵ0,ℵ0)-random densebigraph, and it is homogeneous.(b) Every homogeneous (κ, λ)-bigraph which is neither empty norcomplete is either a perfect matching or its complement or a(κ, λ)-random dense bigraph (of course, when κ 6= λ, only the latteroption remains).(c) There is a (κ, 2κ)-random dense bigraph for every infinite cardinalκ.(d) (¬CH∧MA) For every κ < c there is unique (ℵ0, κ)-random densebigraph up to isomorphism.(e) (2κ

+> 2κ) There are 2κ

+-many nonisomorphic (κ, κ+)-random

dense bigraphs.

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Page 26: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Existence, uniqueness, homogeneity

Theorem (Goldstern, Grossberg, Kojman, 1996)

(a) There is exactly one (up to isomorphism) (ℵ0,ℵ0)-random densebigraph, and it is homogeneous.(b) Every homogeneous (κ, λ)-bigraph which is neither empty norcomplete is either a perfect matching or its complement or a(κ, λ)-random dense bigraph (of course, when κ 6= λ, only the latteroption remains).(c) There is a (κ, 2κ)-random dense bigraph for every infinite cardinalκ.(d) (¬CH∧MA) For every κ < c there is unique (ℵ0, κ)-random densebigraph up to isomorphism.(e) (2κ

+> 2κ) There are 2κ

+-many nonisomorphic (κ, κ+)-random

dense bigraphs.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 10 / 20

Page 27: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Existence, uniqueness, homogeneity

Theorem (Goldstern, Grossberg, Kojman, 1996)

(a) There is exactly one (up to isomorphism) (ℵ0,ℵ0)-random densebigraph, and it is homogeneous.(b) Every homogeneous (κ, λ)-bigraph which is neither empty norcomplete is either a perfect matching or its complement or a(κ, λ)-random dense bigraph (of course, when κ 6= λ, only the latteroption remains).(c) There is a (κ, 2κ)-random dense bigraph for every infinite cardinalκ.(d) (¬CH∧MA) For every κ < c there is unique (ℵ0, κ)-random densebigraph up to isomorphism.(e) (2κ

+> 2κ) There are 2κ

+-many nonisomorphic (κ, κ+)-random

dense bigraphs.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 10 / 20

Page 28: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Existence, uniqueness, homogeneity

Theorem (Goldstern, Grossberg, Kojman, 1996)

(a) There is exactly one (up to isomorphism) (ℵ0,ℵ0)-random densebigraph, and it is homogeneous.(b) Every homogeneous (κ, λ)-bigraph which is neither empty norcomplete is either a perfect matching or its complement or a(κ, λ)-random dense bigraph (of course, when κ 6= λ, only the latteroption remains).(c) There is a (κ, 2κ)-random dense bigraph for every infinite cardinalκ.(d) (¬CH∧MA) For every κ < c there is unique (ℵ0, κ)-random densebigraph up to isomorphism.(e) (2κ

+> 2κ) There are 2κ

+-many nonisomorphic (κ, κ+)-random

dense bigraphs.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 10 / 20

Page 29: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Existence, uniqueness, homogeneity

Theorem (Goldstern, Grossberg, Kojman, 1996)

(a) There is exactly one (up to isomorphism) (ℵ0,ℵ0)-random densebigraph, and it is homogeneous.(b) Every homogeneous (κ, λ)-bigraph which is neither empty norcomplete is either a perfect matching or its complement or a(κ, λ)-random dense bigraph (of course, when κ 6= λ, only the latteroption remains).(c) There is a (κ, 2κ)-random dense bigraph for every infinite cardinalκ.(d) (¬CH∧MA) For every κ < c there is unique (ℵ0, κ)-random densebigraph up to isomorphism.(e) (2κ

+> 2κ) There are 2κ

+-many nonisomorphic (κ, κ+)-random

dense bigraphs.

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Page 30: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Universality

Theorem

Every (κ1, λ1)-bigraph for κ1 ≤ µ and λ1 < µ can be embedded in any(κ, λ, µ)-random bigraph.

Theorem

Every (κ1, λ1)-bigraph for κ1 ≤ µ and λ1 ≤ µ can be embedded in any(κ, λ, µ)-random dense bigraph.

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Page 31: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Universality

Theorem

Every (κ1, λ1)-bigraph for κ1 ≤ µ and λ1 < µ can be embedded in any(κ, λ, µ)-random bigraph.

Theorem

Every (κ1, λ1)-bigraph for κ1 ≤ µ and λ1 ≤ µ can be embedded in any(κ, λ, µ)-random dense bigraph.

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Page 32: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Factorization

Theorem

(a) Every (κ, κ, κ)-random dense bigraph has a perfect matching.(b) Every (κ, κ, κ)-random dense bigraph has a 1-factorization, i.e. itsset of edges can be partitioned into disjoint perfect matchings.

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Page 33: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

Factorization

Theorem

(a) Every (κ, κ, κ)-random dense bigraph has a perfect matching.(b) Every (κ, κ, κ)-random dense bigraph has a 1-factorization, i.e. itsset of edges can be partitioned into disjoint perfect matchings.

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Page 34: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for graphs

P: for every partition of the set of vertices of G into finitely manypieces at least one of the induced graphs is isomorphic to G.

Theorem (Cameron)

The only countable graphs with the property P up to isomorphism arethe empty graph, the complete graph and the Rado graph.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 13 / 20

Page 35: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for graphs

P: for every partition of the set of vertices of G into finitely manypieces at least one of the induced graphs is isomorphic to G.

Theorem (Cameron)

The only countable graphs with the property P up to isomorphism arethe empty graph, the complete graph and the Rado graph.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 13 / 20

Page 36: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for tournaments

P: for every partition of the set of vertices of T into finitely manypieces at least one of the induced tournaments is isomorphic to T .

Theorem (Bonato, Cameron, Delic, 2000)

The only countable tournaments with the property P up toisomorphism are the random tournament, and tournaments ωα and(ωα)∗ for 0 < α < ω1.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 14 / 20

Page 37: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for tournaments

P: for every partition of the set of vertices of T into finitely manypieces at least one of the induced tournaments is isomorphic to T .

Theorem (Bonato, Cameron, Delic, 2000)

The only countable tournaments with the property P up toisomorphism are the random tournament, and tournaments ωα and(ωα)∗ for 0 < α < ω1.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 14 / 20

Page 38: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for digraphs

P: for every partition of the set of vertices of G into finitely manypieces at least one of the induced digraphs is isomorphic to G.

Theorem (Diestel, Leader, Scott, Thomasse, 2007)

The only countable digraphs with the property P up to isomorphismare the empty digraph, the random tournament, tournaments ωα and(ωα)∗ for 0 < α < ω1, the random digraph, the random acyclic digraphand its inverse.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 15 / 20

Page 39: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for digraphs

P: for every partition of the set of vertices of G into finitely manypieces at least one of the induced digraphs is isomorphic to G.

Theorem (Diestel, Leader, Scott, Thomasse, 2007)

The only countable digraphs with the property P up to isomorphismare the empty digraph, the random tournament, tournaments ωα and(ωα)∗ for 0 < α < ω1, the random digraph, the random acyclic digraphand its inverse.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 15 / 20

Page 40: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for bigraphs

P: for every partition of the set of vertices of G into finitely manypieces at least one of the induced sub-bigraphs is isomorphic to G.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 16 / 20

Page 41: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for bigraphs

P ′: for every partition of the set of vertices of G into finitely manypieces that each induce (ℵ0,ℵ0)-bigraphs at least oneof the induced sub-bigraphs is isomorphic to G.

Lemma

Let µ be a regular cardinal and ν < µ. Let {Vγ : γ < ν} be a partitionof the set of vertices of (κ, λ, µ)-random bigraph such that each Vγ hasat least µ vertices on each side. Then at least one of the inducedsub-bigraphs is (κ1, λ1, µ)-random for some κ1 ≤ κ and λ1 ≤ λ.

Lemma

The (ℵ0,ℵ0)-random dense bigraph does not satisfy P ′.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 17 / 20

Page 42: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for bigraphs

P ′: for every partition of the set of vertices of G into finitely manypieces that each induce (ℵ0,ℵ0)-bigraphs at least oneof the induced sub-bigraphs is isomorphic to G.

Lemma

Let µ be a regular cardinal and ν < µ. Let {Vγ : γ < ν} be a partitionof the set of vertices of (κ, λ, µ)-random bigraph such that each Vγ hasat least µ vertices on each side. Then at least one of the inducedsub-bigraphs is (κ1, λ1, µ)-random for some κ1 ≤ κ and λ1 ≤ λ.

Lemma

The (ℵ0,ℵ0)-random dense bigraph does not satisfy P ′.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 17 / 20

Page 43: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for bigraphs

P ′: for every partition of the set of vertices of G into finitely manypieces that each induce (ℵ0,ℵ0)-bigraphs at least oneof the induced sub-bigraphs is isomorphic to G.

Lemma

Let µ be a regular cardinal and ν < µ. Let {Vγ : γ < ν} be a partitionof the set of vertices of (κ, λ, µ)-random bigraph such that each Vγ hasat least µ vertices on each side. Then at least one of the inducedsub-bigraphs is (κ1, λ1, µ)-random for some κ1 ≤ κ and λ1 ≤ λ.

Lemma

The (ℵ0,ℵ0)-random dense bigraph does not satisfy P ′.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 17 / 20

Page 44: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for bigraphs

P ′: for every partition of the set of vertices of G into finitely manypieces that each induce (ℵ0,ℵ0)-bigraphs at least oneof the induced sub-bigraphs is isomorphic to G.

Example

S = (X,Y,E) is defined by X = {xn : n ∈ ω}, Y = {yn : n ∈ ω} andE = {xny0 : n ∈ ω}. S, S∗ and their complements have P ′.

Theorem

The only (ℵ0,ℵ0)-bigraphs with the property P ′ up to isomorphism arethe empty (ℵ0,ℵ0)-bigraph, the complete (ℵ0,ℵ0)-bigraph, the bigraphsS and S∗ and their complements.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 18 / 20

Page 45: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

A partition property for bigraphs

P ′: for every partition of the set of vertices of G into finitely manypieces that each induce (ℵ0,ℵ0)-bigraphs at least oneof the induced sub-bigraphs is isomorphic to G.

Example

S = (X,Y,E) is defined by X = {xn : n ∈ ω}, Y = {yn : n ∈ ω} andE = {xny0 : n ∈ ω}. S, S∗ and their complements have P ′.

Theorem

The only (ℵ0,ℵ0)-bigraphs with the property P ′ up to isomorphism arethe empty (ℵ0,ℵ0)-bigraph, the complete (ℵ0,ℵ0)-bigraph, the bigraphsS and S∗ and their complements.

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Page 46: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

More partition properties

Theorem

Let X = X0 ∪X1 and Y = Y0 ∪ Y1 be partitions of sides of the(ℵ0,ℵ0)-random dense bigraph G into infinite subsets.(a) There is i ∈ {0, 1} such that the sub-bigraph induced by Xi ∪ Yi is(ℵ0,ℵ0)-random.(b) There is j ∈ {0, 1} such that the sub-bigraph induced by Xj ∪ Yj is(ℵ0,ℵ0)-dense.(c) There are i, j ∈ {0, 1} such that the sub-bigraph induced by Xi ∪ Yjis (ℵ0,ℵ0)-random dense and hence isomorphic to G.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 19 / 20

Page 47: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

More partition properties

Theorem

Let X = X0 ∪X1 and Y = Y0 ∪ Y1 be partitions of sides of the(ℵ0,ℵ0)-random dense bigraph G into infinite subsets.(a) There is i ∈ {0, 1} such that the sub-bigraph induced by Xi ∪ Yi is(ℵ0,ℵ0)-random.(b) There is j ∈ {0, 1} such that the sub-bigraph induced by Xj ∪ Yj is(ℵ0,ℵ0)-dense.(c) There are i, j ∈ {0, 1} such that the sub-bigraph induced by Xi ∪ Yjis (ℵ0,ℵ0)-random dense and hence isomorphic to G.

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Page 48: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

More partition properties

Theorem

Let X = X0 ∪X1 and Y = Y0 ∪ Y1 be partitions of sides of the(ℵ0,ℵ0)-random dense bigraph G into infinite subsets.(a) There is i ∈ {0, 1} such that the sub-bigraph induced by Xi ∪ Yi is(ℵ0,ℵ0)-random.(b) There is j ∈ {0, 1} such that the sub-bigraph induced by Xj ∪ Yj is(ℵ0,ℵ0)-dense.(c) There are i, j ∈ {0, 1} such that the sub-bigraph induced by Xi ∪ Yjis (ℵ0,ℵ0)-random dense and hence isomorphic to G.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 19 / 20

Page 49: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

More partition properties

Theorem

Let X = X0 ∪X1 and Y = Y0 ∪ Y1 be partitions of sides of the(ℵ0,ℵ0)-random dense bigraph G into infinite subsets.(a) There is i ∈ {0, 1} such that the sub-bigraph induced by Xi ∪ Yi is(ℵ0,ℵ0)-random.(b) There is j ∈ {0, 1} such that the sub-bigraph induced by Xj ∪ Yj is(ℵ0,ℵ0)-dense.(c) There are i, j ∈ {0, 1} such that the sub-bigraph induced by Xi ∪ Yjis (ℵ0,ℵ0)-random dense and hence isomorphic to G.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 19 / 20

Page 50: Random bipartite graphs - University of Novi Sad · 2013-06-11 · Theorem (Goldstern, Grossberg, Kojman, 1996) (a) There is exactly one (up to isomorphism) (@ 0;@ 0)-random dense

References

A. Bonato, P. Cameron, D. Delic, Tournaments and orders with thepidgeonhole property, Canad. Math. Bull. 43 (2000), 397–405.

J. Cameron, ”The random graph”, The Mathematics of Paul Erdos, Vol. 2, J.Nesetril and R. L. Graham (editors), Springer, Berlin (1997), pp 333–351.

R. Diestel, I. Leader, A. Scott, S. Thomasse, Partitions and orientations of theRado graph, Trans. Amer. Math. Soc. 359 (2007), no. 5, 2395–2405.

M. Goldstern, R. Grossberg, M. Kojman, Infinite homogeneous bipartite graphswith unequal sides, Discrete Math. 149 (1996) 69–82.

K. Kunen, Maximal σ-independent families, Fund. Math. 117 (1983), 75–80.

Boris Sobot (Novi Sad) Random bipartite graphs June 5th, 2013 20 / 20