Maximum density of exact copies of a graph in the n

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Maximum density of copies of a graph in the n-cube

John Goldwasser

Ryan Hansen

West Virginia University

Q n is the n-cube.

V(Q n

) all binary n-tuples.

Two vertices joined by an edge iff differ in precisely one coordinate.

A sub-d-cube has d coordinates that vary, n fixed.

Example with n=10 and d=4:

1 0 * 1 * * 0 1 * 1

There are C(n,d)2 (n-d) sub-d-cubes of Q n

Let d and n be integers (d much smaller than n)

Let H be a set of vertices in a d-cube (which we call a configuration )

MAIN QUESTION : How do you choose vertices in an n-cube so that the maximum possible fraction of subd-cubes have an “exact copy of H”?

Example with d=3

H Not copy of H Copy of H

Formally, given a subset H of the vertices of a d-cube, if S n subset of V(Q n

), we let G(H,d,n,S cubes whose intersection with S n n

) be the number of sub-dis a copy of H. We let is a g(H,d,n) = max G(H,d,n,S n

)/total # sub-d-cubes

(max over all subsets S n of V(Q n

)

An averaging argument shows that g(H,d,n) is a nonincreasing function of n, so we let π(H,d) denote its limit as n goes to infinity, and refer to it as the d-cube density of H .

So π(H,d) is the limit as n goes to infinity of the maximum possible fraction of sub-d-cubes which can have a copy of H.

For the given H above, our construction shows that

F(H,3) ≥ ¾. We conjecture that equality holds.

Example:

H We’ll show π(H,2) = ½

Lower bound construction:

Partition the set {1,2,3,…,n} of coordinates into sets A and B. Let S n be the set of all vertices in Q the number of 1’s in A is even. n such that

If a Q

2 subgraph has one coordinate in A and one in B then it will have an exact copy of H . If A and B are each n/2, that’s half of the Q

2

’s.

So ½ ≤ π(H,2)

For the upper bound, each vertex in a copy of H is adjacent to one vertex in H which is in S which is not. n and one

Each vertex v in the Q n is in C(n,2) sub-2-cubes.

Only those in which one neighbor is in S n not have a chance of being a “good” Q

2 and one is

. This is at most roughly half of the sub-2-cubes containing v.

Since the maximum fraction of “good” sub-2-cubes at any vertex is ½, certainly the maximum fraction overall is at most ½.

We define π local

(H,d) to be the limit as n goes to infinity of the maximum fraction of “good” sub-dcubes at any vertex v for any subset S n of V(Q n

).

Certainly it is at least as big as π(H,d). We have:

½ ≤ π(H,2) ≤ π local

(H,2) ≤ ½

So π(H,2) = ½.

If K is the subset of the 2-cube shown at the right, then π(K,2) = 1. ( Just choose all vertices the sum of whose coordinates is even . )

In general, π(H,d) is hard to determine. We have found its value in only a few special cases.

For the vertex configuration R in Q₃ shown at the right, π (R,3) = 4/9 .

Let P d be a single vertex in Q d

. we have been unable to determine f(R,d) for any d≥2.

A simple construction (choose all vertices with weight a multiple of 3) shows that f(P

2

,2) ≥ 2/3 .

Using flag algebras, Rahil Baber has shown f(P

2

,2) ≤ .6858

f(P

3

,3) ≤ .6101

f(P

4

,4) ≤ .6026

(Is this a monotone sequence? Can you prove it?)

My Conjecture: For sufficiently large d,

π(P d

,d) = [(d-1)/d] (d-1)

(what you get if you choose each vertex with probability 1/2 d )

Of course this is close to 1/e.

Easy Proposition: For any configuration H in Q d

,

π(H,d) ≥ d!/d d

(obtained from a “blow-up” of H)

Example with n = 4, H = {1001, 1101, 0010}

Partition {1,2,3,…,n} into 4 sets of equal size and put the following vertices into S:

A B C D odd even even odd odd odd even odd even even odd even

If a sub-4-cube has one vertex in each of A,B,C,D then it will have a copy of H.

Probability is 4!/4 4 .

If d=3 , there are 14 isomorphically distinct vertex configurations H with at most 4 vertices. We have been able to determine π(H,3) for 4 of them .

The smallest upper bound is .30476 for two adjacent vertices (3!/3 3 = .2222)

If d=4 , there are 238 isomorphically distinct vertex configurations H with at most 8 vertices. We have been able to determine π(H,4) for about 6 of them.

All but two of the flag algebra upper bounds are at least .100.

The other two have flag algebra upper bounds of

.09421 and .09375

They are both 8-cycles.

There are three isomorphically distinct configurations of 8 vertices in Q₄ which induce an 8-cycle. Of these, one is a “perfect” 8-cycle : 4 pairs of vertices distance

4 apart.

The perfect

8-cycle C

8

0000 1000 1100 1110 1111 0111 0011 0001

Main Theorem:

π(C

8

, 4) = 4!/4 4 = 3/32 = .09375

Conjecture:

π(C

2d

, d) = d!/d d for all d>3.

The conjecture can’t hold for d=3. Letting S be all vertices in Q weight not a multiple of 3 is a construction which shows that π(C at least 3/9, and 3!/3 3 = 2/9.

n with

6

,3) is

To prove the theorem it suffices to prove π local

(C

8

,4) ≤ 3/32,

Because then:

3/32 ≤ π(C

8

, 4) ≤ π local

(C

8

, 4) ≤ 3/32

Let P d+1 denote a “perfect path” in Q d

: d+1 vertices in Q d where the Hamming distance between the two end-vertices is d.

Theorem:

π(P

4

, 3) = 3/8

(Proof is using sequence with “Property V”)

Conjecture:

π(P d+1

, d) = d!/(d+1) (d-1) if d ≥ 3.

To do this we considered the set of all sequences of d distinct elements from {1,2,3,…,n}. We showed that the limit, as n goes to infinity, of the fraction of these that satisfy a certain condition we call Property U is equal to π local

(C

8

, 4).

Then we showed that the maximum fraction of these sequences that have Property U is equal to the maximum fraction of sets of 4 vertices in a bipartite graph which span 2 disjoint edges.

Theorem : Let G be a bipartite graph with n vertices.

Then the number of sets of 4 vertices in G which span

2 disjoint edges is at most n 4 /256. Equality holds iff G is 2 disjoint copies of K n/2, n/2

.

The fraction of “good” sets of 4 vertices is the limit as n goes to infinity of [n 4 /256]/C(n,4), which is 3/32.

The problem of finding the graph (not necessarily bipartite) on n vertices which has the greatest number of sets of 4 vertices which span 2 disjoint edges is a special case of a problem solved about 20 years ago by Bollobás, J. Brown and Siderenko.

They showed that among the host graphs on n vertices which span the most copies of a complete bipartite graph is one which itself is complete bipartite. Two disjoint edges is the complement of

K

2,2 and a simple calculation shows that K n/2, n/2 the most induced copies of K

2,2 has the most induced copies of 2 disjoint edges.

has so two copies of K n/2

Comments and questions

For what other vertex configurations H in the d-cube can π(H,d) be calculated?

What about edge configurations, rather than vertex configurations? (We have some results.)

Which bipartite graph with n vertices has the most sets of six vertices which induce three disjoint edges? Is the obvious conjecture correct?

Thank you!

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