A Periodicity Result for Tilings of by Clusters of Prime-Squared Cardinality
Abstract.
We show that if can be tiled by translated copies of a set of cardinality the square of a prime then there is a weakly periodic -tiling of , that is, there is a tiling of by translates of such that can be partitioned into finitely many -periodic sets.
Key words and phrases:
tilings, -periodic, -periodic, weakly periodic, -weakly periodic2010 Mathematics Subject Classification:
37A15, 37B10, 52C201. Introduction
Let be a finite subset of , which we will refer to as a cluster. A tiling of by translates of , or an -tiling, is, roughly, a covering of by non-overlapping translates of . The periodic tiling conjecture (See [9]) states that if there is an -tiling of for some cluster , then there is an -tiling which is invariant under translations by a finite index subgroup of , that is, there is a fully periodic -tiling. It was proved in [1] that if is a connected cluster (which roughly means that there are no ‘gaps’ in ) in then every -tiling is periodic in at least one direction. This is sufficient to establish the existence of a fully periodic tiling by a simple pigeon-hole argument. An important progress towards the periodic tiling conjecture was made in [10] in which it was proved that the periodic tiling conjecture holds (in any dimension) for clusters of prime cardinality. Another major progress was made in [2] where it was established that the periodic tiling conjecture holds in , without any constraint on the cardinality or the geometry of the cluster. The main result of [2] shows that the orbit closure of any -tiling, where is a cluster in , has a tiling which satisfies a certain weak notion of periodicity, which was shown to be sufficient to guarantee the existence of a fully periodic tiling. To make this precise, first we define a subset of as -periodic if there is a nonzero vector in such that . We say that a subset of is weakly periodic if can be partitioned in to finitely many -periodic subsets. Bhattacharya [2] shows that the orbit closure of any -tiling has a weakly periodic tiling in it. A stronger version of this result was obtained in [4] which says that every -tiling of a cluster in is weakly periodic, thereby removing the need to pass to the orbit closure.
It was recently announced in [6] that the periodic tiling conjecture is false in if is sufficiently large. However, we conjecture that the following weaker statement might still hold.
Conjecture 1.
Weakly Periodic Tiling Conjecture. Let be an exact cluster. Then there is a weakly periodic -tilling. More precisely, there exists an -tiling such that there is a finite partition such that each is -periodic.
In this paper we show that if is a cluster of cardinality the square of a prime such that there exists an -tiling of , then there exists a weakly periodic -tiling of (See Theorem 4.1). This makes some progress towards the above conjecture beyond the already known result of Szegedy [10]. Unlike in two dimensions, the existence of a weakly periodic tiling alone does not seem (to the author) to imply the existence of a fully periodic tiling. In fact, to upgrade from a -periodic tiling of to a fully-periodic -tiling also seems hard. The difficulty is genuine, since the problem of this upgradation is a close cousin of the periodic tiling conjecture for the group which, as noted in [5], is as yet an unresolved problem.
1.1. Overview of the Proof
In [2] the problem of finding a fully periodic -tiling for a cluster was first reduced to showing the existence of a weakly periodic -tiling by an elementary combinatorial argument. The existence of a weakly periodic -tiling was then shown to follow from the following dynamical statement: If acts ergodically on a probability space and is a subset of such that finitely may -translates of partition , then itself is weakly periodic. To approach this problem, Bhattacharya uses the spectral theorem to transfer the problem to , where is the spectral measure associated with the characteristic function of . Then using a dilation lemma and an averaging argument, it was shown that the spectral measure is supported on finitely many -dimensional affine subtorii of . Then the averages of along the ‘directions’ of these subtorii (when is thought of as , each -dimensional subtorii can be thought of as a ‘line’ and hence has a direction) were shown to behave polynomially in . Since a polynomial in is either periodic or equidistributes, the space gets partitioned into ergodic components of a finite index subgroup of , such that on each ergodic component, the averages either ‘equidistribute’ or are constant. The rest of the proof goes by carefully dealing with the equidistribution case.
Thus a key step in the argument was to show that the spectral measure is supported on a ‘thin’ subset of . We take this as a cue and study the problem for a cluster . If the corresponding spectral measure again happens to be supported on finitely many lines then Bhattacharya’s proof goes through mutatis mutandis. In the adverse case the spectral measure could be supported on ‘planes.’ To deal with these adverse cases we use the hypothesis that the size of the cluster is the square of a prime. This is done by Lemma 3.10 which places a geometric constraint on a cluster of prime-power cardinality in the adverse cases.
1.2. Organization of the Paper
In Section 2 we discuss the basic definitions and the dynamical formulation of the problem. Section 3 collects lemmas needed for the proof of the periodicity result. The results of this section may be read only when needed. In Section 4 we prove the main result. The part of the proof where Bhattacharya’s ideas go through by appropriate modification is collected in Section C.
1.3. Acknowledgements
The author would like to thank Siddhartha Bhattacharya, Ankit Rai, Mohit Upmanyu, Nishant Chandgotia, Etienne Mutot, and Pierre Guillon for helpful conversations and their encouragement. Thanks are due to Prof. Jaikumar Radhakrishnan for helpful suggestions and comments.
2. Preliminaries
2.1. Tilings and Periodicity
Definition 2.1.
A finite subset of will be referred to as a cluster. Given a cluster we say that is an -tiling if for each there exist unique and such that . In other words, is an -tiling if and only if can be partitioned by -translates of . We say that is exact if there exists an -tiling.
Definition 2.2.
Let be a subset of . We say that is -periodic if there exists a rank- subgroup of such that is invariant under , that is, for all .
Definition 2.3.
A subset of is called -weakly periodic, or simply weakly periodic if there exist finitely many -periodic subsets such that .
A subset of is called -weakly periodic if there exist finitely many -periodic subsets such that .
We will use the following results about tilings of and .
Theorem 2.1.
Let be an exact cluster. Then there is a positive integer such that for all -tilings . In other words, every tiling of is -periodic.
Proof.
Note that if is known for some interval of length exceeding , then is determined entirely. Now the assertion follows by a pigeonhole argument. ∎
Theorem 2.2.
2.2. Dynamical Formulation
In [2] Bhattacharya proved the periodic tiling conjecture (See [9]) in two dimensions by developing a dynamical statement which allows to transfer the problem to an ergodic theoretic setting. We discuss the relevant definitions and state the dynamical formulation here which we will use later. The formulation will be given for .
Let be a subshift111There is a natural action of on by translations. A subshift of is any closed -invariant subset. of and be a -invariant probability measure on . The action of on naturally leads to a unitary action of on as follows. For and we define by
(2.1) |
The action of on can be extended to an action of — the ring of Laurent polynomials in three variables with integer coefficients. To describe this action, first let us set up a convenient notation. For a vector , we denote the monomial as , and denote the ring as . Now any element of can be written as , where only finitely many ’s are nonzero. We define, for a Laurent polynomial and , the function in as
(2.2) |
We say that annihilates if is .
For , we say that is -periodic if there is a rank- subgroup of such that for all .222We emphasize that this equation is written in and hence, when is an actual function, it only says that and agree almost everywhere and not necessarily everywhere. A measurable subset of will be called -periodic if is -periodic.
Finally, we define a measurable subset of to be -weakly periodic if there exists a partition of into finitely many measurable subsets such that each is -periodic. Similarly, we say that is -weakly periodic, or simply weakly periodic if can be partitioned into finitely many -periodic subsets.
The following lemma is the -dimensional analog of [2, Secton 2].
Lemma 2.4.
[2, Section 2] Write . If is -periodic then -almost every point in is -periodic. If is -weakly periodic, then -almost every point in is -weakly periodic.
2.3. Spectral Theorem
Let be the -dimensional torus. Let be a probability measure on . There is a canonical unitary representation of on which we now describe. Recall that the characters on are in bijection with . Let us write to denote the character corresponding to . Then we define a map by writing , where the latter is the pointwise product of and . It can be easily checked that each is in fact a unitary linear map. Thus we get a map which takes to .
By the Stone-Weierstrass theorem we have the -span of the characters are dense in , where is the set of all the complex valued continuous functions on equipped with the sup-norm topology. Also, since is a compact metric space, we have is dense in . Therefore the -span of the characters are dense in . From this we see that, if denotes the constant map which takes the value everywhere, is dense in . In other words, is a cyclic vector for this representation. We now want to state a theorem which dictates that this is a defining property of unitary representations of .
Theorem 2.5.
Spectral Theorem. Let be a Hilbert space and be a unitary representation of . Suppose is a cyclic vector, that is, is dense in , and assume that has unit norm. Then there is a unique probability measure on and a unitary isomorphism with such that the following diagram commutes for all
So the above theorem says that the abstract representation can be thought of as the canonical concrete representation , at the cost of a probability measure . Thus understanding the measure is equivalent to understanding .
3. Preparatory Lemmas
3.1. Some Combinatorial Lemmas
Lemma 3.1.
Let be a finite subset of and be a prime. Let be a nonzero vector in . Assume that whenever is a plane in parallel to we have is divisible by . Then whenever is a line parallel to we have is also divisible by . (The converse is also true.)
Proof.
We may assume that is primitive. Using Lemma A.1, after applying a suitable transformation, we may assume that . Let be the image of under the map defined by
(3.1) |
for all , that is, is the orthogonal projection on the -plane. Let be an extreme point of the convex hull of in and let be a line in such that . Let be a plane parallel to in such that the image of under is . Then . By hypothesis, has size divisible by . Now the set satisfies the same hypothesis as and now we can finish inductively. ∎
Definition 3.1.
Let be a subset of . Let be a rank -subgroup of and be a nonzero vector such that is a rank- subgroup of . We say that is a prism with base and axis if there a vector and a finite set of integers such that
(3.2) |
We refer to as a foundation of .
An example of a prism would be any set of the form where and .
Lemma 3.2.
Let be a set of size , where is a prime. Suppose that there is a nonzero vector in such that whenever is a plane parallel to in we have is divisible by . Also, assume that there is a plane not parallel to such that is divisible by whenever is a plane parallel to . Then is a prism with foundation of size .
Proof.
Using Lemma A.2, after a suitable transformation, we may assume that is the plane . Since is not parallel to by hypothesis, we see that is a subgroup of rank in . Also, without loss of generality assume that is a primitive vector.333See Appendix A for the definition of a primitive vector. By translating if necessary, we may assume that intersects but does not intersect whenever is a negative integer. Define and say . Since, by hypothesis, each translate of intersects in a set of size divisible by , we see that and hence . By Lemma 3.1 we know that whenever is a line in parallel to , we have that has size divisible by . Thus there are at least translates of in the direction of which intersect . Thus . So we have . This forces that has size for each .
It follows that any translate of must intersect each non-trivially. Let be such that are parallel to for each . Since is a primitive vector, we can find integers such that . It follows that
(3.3) |
and hence is prism with base and axis , and foundation of size . ∎
Lemma 3.3.
Let be a prism with foundation of prime size. Assume that is an exact cluster. Then there is a -periodic -tiling. 444Using this lemma, a simple pigeonhole argument shows that there exists a -periodic -tiling.
Proof.
If the affine span of has dimension smaller than then the result follows by Theorem 2.3. Thus we may assume that the dimension of the affine span of is .
Let and be the base and axis of respectively. Let be a vector in and be a set of integers such that . By translating is necessary we may assume that . Also by Lemma A.2 we may without loss of generality assume that .
Thus the affine span of has dimension . Let be an -tiling of . It is easy to see that for any integer the set is a tiling of by translates of . By Theorem 2.2 we know that there is a rank- subgroup of such that is -invariant for each . Thus is -invariant and hence -periodic. ∎
Lemma 3.4.
Dilation Lemma. [7, Corollary 11] Let . If is an -tiling then for all relatively prime with we have is also an -tiling, where .
3.2. An Analytical Lemma
Definition 3.2.
An element is said to be irrational if it is equal to for some which is an irrational multiple of . Equivalently, is irrational if there is no non-trivial character of in whose kernel lies. More generally, elements in are called rationally independent if there is no non-trivial character of such that .
Lemma 3.5.
Let be irrational elements in and be complex numbers. Assume that
(3.4) |
for all non-negative integers . Then the above expression is for all .
Proof.
Let be the size of a maximal rationally independent subset of . By renumbering the ’s and ’s if required, we may assume that is a maximal rationally independent subset of . Thus we can find vectors in such that
(3.5) |
for , where denotes the -th coordinate of any . By the algebraic independence of , it follows that for we have
(3.6) |
Define the Laurent polynomial in as
(3.7) |
Then we have
(3.8) |
By the rational independence of , we know that the set is dense in .555See Theorem 4.14 in [3]. Thus the image of on a dense set of is contained in . Since is continuous, this implies that the image of under is contained in . The connectedness of now yields that the image of under is a singleton. However, for any , we can find a such that for each , and thus we must have that is identically zero on , finishing the proof. ∎
3.3. An Elementary Fact about the Kernel of Characters
Lemma 3.6.
Let and be nonzero vectors in which are linearly independent. Then there is orthogonal to both and and a positive integer such that
(3.9) |
Proof.
Let and . Consider the -matrix over defined as
(3.10) |
Note that an element of is in if and only if some (any) representative of in satisfies . Since and are linearly independent, the rank of is , and its nullity is therefore . Thus, since is a matrix over , we can find a nonzero vector in such that . Clearly, any such vector also spans the null-space of since the null-space of is -dimensional. By scaling if necessary, we may assume that .
Let , that is, is the image of under . Since has rank , we see that is a finite index subgroup of . Let be the smallest positive integer such that and are both in . Say and in be such that and . We will show that
(3.11) |
Let be arbitrary. Let be a representative of in . Then for some . Therefore
(3.12) |
giving
(3.13) |
Thus is in the null-space of , and hence there is such that . Therefore . We can find such that . Therefore
showing the desired containment. ∎
3.4. Algebraic Lemmas
Lemma 3.7.
Let be a prime and be a positive integer. Let be a primitive -th root of unity. Suppose there are integers such that
(3.14) |
Then divides .
Proof.
Without loss of generality we may assume that the ’s are all non-negative. Define the polynomial . Then since is a root of , we have is divisible by the -th cyclotomic polynomial . Let be an integer polynomial such that . Now using the fact that we have . Now substituting gives and hence divides . ∎
Definition 3.3.
For any finite subset of , we will write to mean the set of all the points in on which vanishes.
Lemma 3.8.
(See [2, Lemma 3.2]) Let be a finite set containing the origin. Then there is a finite subset of with pairwise linearly independent elements such that
(3.15) |
Proof.
Let be the product of all primes which divide . Then for each non-negative integer we have is relatively prime to . Fix . Then we have, for all non-negative integers that
(3.16) |
giving
(3.17) |
Therefore
(3.18) |
for all . Taking the limit we see that there must exist such that is ,666 This is because if then the average does not converge to zero if and only if . and thus . Therefore .
Let be a non-empty subset of of smallest possible size such that . Such a exists by the above paragraph. We claim that the elements of are pairwise linearly independent. Suppose not. Then there exist distinct such that and are linearly dependent. We can thus find a nonzero vector such that . Let . It is clear that
(3.19) |
and hence . But has size strictly smaller than the size of which is a contradiction to the choice of . This finishes the proof. ∎
Lemma 3.9.
Let be a cluster in containing the origin and be a prime. Assume is a power of . Let be an arbitrary nonzero vector in . Then at least one of the following must happen.
-
(1)
Every line in that is parallel to intersects in a set of size divisible by .
-
(2)
There is a finite set such that each element of is linearly independent with and
(3.20)
Proof.
Using Lemma A.1, after applying a suitable transformation, we may assume that for some positive integer .777 This is because of the following. For any linear map such that , and any finite, we have if and only if . Let be an arbitrary element in , where
(3.21) |
Let . Then
(3.22) |
Thus there is an -th root of unity such that . Then and hence
(3.23) |
for all relatively prime with .
Let be a positive integer such that is a primitive -th root of unity. Let where is relatively prime to . Let be the product of all the primes dividing . For all non-negative integers , we have is relatively prime to . Using the fact that is a power of , we have is also relatively prime with . So we have, by substituting , that
(3.24) |
for all non-negative integers . Let , and hence is a primitive -th root of unity. Let be a relation on defined as for if and only if . Then is an equivalence relation, and let be the set of all the equivalence classes of .888Note that the equivalence classes are precisely the sets that are obtained by intersection with a line parallel to . For each choose an element of . For any let denote the vector in obtained by dropping the last coordinate of . Then Equation 3.24 gives
(3.25) |
for all non-negative. Let and for all in . If is for all , then by Lemma 3.7 we have each is divisible by . This would mean precisely that (1) holds. So we may assume that there is some such that , or equivalently , is nonzero. Then from Equation 3.25 we have
(3.26) |
which gives
(3.27) |
Averaging we have
(3.28) |
Taking limit , we must have, since , that for some in . Define . Then is linearly independent with since is nonzero. Also . So we have shown that if (1) is assumed to be false then (2) holds and we are done. ∎
Lemma 3.10.
Let be a cluster in containing the origin and be a prime. Assume is a power of . Let be an arbitrary nonzero vector in . Then at least one of the following must happen.
-
(1)
Every line in that is parallel to intersects in a set of size divisible by .
-
(2)
There is a finite set of rational points in and a finite set of nonzero vectors in such that
(3.29)
Proof.
Assume (1) does not hold. Then by Lemma 3.9 we can find a finite set such that each element of is linearly independent with and
(3.30) |
Using Lemma 3.6 we know that for each there is a finite set of rational points and a nonzero vector such that
(3.31) |
Define and . It follows that
(3.32) |
whence condition (2) immediately holds. ∎
Lemma 3.11.
Let be a cluster containing the origin and be a prime. Let be a rational point in and be a nonzero vector in such that infinitely many points of the set
(3.33) |
are in
(3.34) |
Then any plane parallel to intersects in a set of size divisible by .
Proof.
Let be a primitive vector in and be a rational number such that in . Then, by hypothesis, infinitely many points of
(3.35) |
are in . Let , where and are relatively prime integers. We get, for each coprime to ,
(3.36) |
for infinitely many . Therefore, the (Laurent) polynomial
(3.37) |
is satisfied by infinitely many for each coprime to . Let , where is a non-negative integer and is coprime to . Thus, by Equation 3.37 the polynomial
(3.38) |
has infinitely many solutions in and is hence identically zero. Define an equivalence relation on by writing for if . Let be all the equivalence classes in . The coefficients of the above polynomial are
(3.39) |
and hence each of these terms are . If then this cannot happen since , and hence we must have . This implies that divides and hence, since is relatively prime to , we have is coprime to . Let denote the complex number . By Equation 3.39 we have is a root of each of the (Laurent) polynomials
(3.40) |
Therefore by Lemma 3.7 we have that each is divisible by . This implies that any plane parallel to intersects in a set of cardinality divisible by and we are done. ∎
4. The Periodicity Result
4.1. Main Theorem
Theorem 4.1.
Let be an exact cluster in with cardinality , where is a prime. Then there is a -weakly periodic -tiling.
4.2. Proof
4.2.1. Notation
Let be the set of all the -tilings and be a -ergodic probability measure on , which we may assume to be concentrated on the orbit closure of a given -tiling . We define and as the characteristic function of . Let be the spectral measure associated to the unit vector in and be the unitary isomorphism between — the span closure of the orbit of — and as discussed in Theorem 2.5. We will use to denote the unit circle and not .
By Lemma 3.4 we have is an -tiling whenever is relatively prime to . Thus
(4.1) |
for all relatively prime to . Now is -invariant in , and hence is -invariant in . But the only -invariant members of are the ones in the span of —the Dirac function concentrated at the identity of . Thus, applying , we get
(4.2) |
for some constant . Therefore, the spectral measure is supported on , where
(4.3) |
By Lemma 3.8 we know that there is a finite set whose elements are pairwise linearly independent such that the spectral measure associated to is supported on .
4.2.2. Case 1: There exist at least two distinct members and in such that every line parallel to either or intersects in a set of cardinality divisible by
4.2.3. Case 2: There is exactly one in such that every line parallel to intersects in a set of cardinality divisible by .
In this case, we see that for each the condition (1) in Lemma 3.10 is not satisfied, and hence by Lemma 3.10 condition (2) must be satisfied. Thus for each we can find a finite set of rational points in and a finite set of vectors such that
(4.4) |
Let and . Let be positive integer such that contains . We further consider two subcases.
-
Subcase 2.1: Assume that there is distinct from in such that
(4.5) is infinite. Then, in particular, is also infinite. Thus, by Equation 4.4 there is and such that infinitely many elements of
(4.6) are in , and none of its elements are in . Now by Lemma 3.11 we have that whenever is a plane parallel to , we have is divisible by . Also, by the property of we already know that whenever is a plane parallel to we have is divisible by .
If is orthogonal to then, by the choice of , the set in Equation 4.6 is empty. Thus is not orthogonal to . By the fact that is not orthogonal to , we have that a plane parallel to cannot be parallel to . Then, again, by Lemma 3.2 we deduce that is a prism with prime foundation and hence by Lemma 3.3 we see that there is a -periodic -tiling, which is in particular -weakly periodic.
-
Subcase 2.2: Now assume that is finite whenever . For each , let . Then, by our assumption, each is finite. Since is contained in , we see that, in particular,
(4.7) Therefore
(4.8) is a -full measure set.
Replacing by for simplicity of notation, we infer that there is a nonzero vector in and a finite set disjoint with such that is supported on . We may assume that has smallest size with this property and hence each element of has positive mass under . The minimality of the size of also implies that is irrational for all , for otherwise we could replace by a scale of itself and reduce the size of .
We will show that is empty. Assume on the contrary that is non-empty. Define an equivalence relation on by writing for if . Let be the set of all the equivalence classes. Thus
(4.9) in . Choose a representative for each . Now acting both sides of the above equation by , where is any non-negative integer, we get
(4.10) Going back into the world by applying , we get that
(4.11) where , and is the orthogonal projection of onto the space of -invariant functions .999By the Birkhoff ergodic theorem we see that lies in . Also, is the orthogonal projection of onto the space of -invariant functions in . The fact that is a unitary isomorphism shows that is same as . Therefore, for each , we have
(4.12) Let be a -full measure subset of such that
(4.13) for all and all . Therefore
(4.14) for all , and all . But since each is irrational, we may apply Lemma 3.5 to deduce that for any the only value the above expression can take, for any non-negative integer , and hence in particular for , is . Therefore is for each . But since is a full measure set in , we infer that in . Thus is -periodic, and hence by 2.4 we deduce that the orbit closure of has a -periodic point in it, which is in particular -weakly periodic.
4.2.4. Case 3: There is no in such that every line parallel to intersects in a set of size divisible by
In this case, by Lemma 3.10 we deduce that there exist nonzero vectors and finite subsets such that each member of each is a rational point and the measure is supported on101010This is because for linearly independent vectors and in we have is equal to for some nonzero orthogonal to both and and some finite set of rational points in .
(4.15) |
We are now done by Theorem C.1.
Appendix A Algebra
Definition A.1.
A nonzero vector in is said to be primitive if
Lemma A.1.
Let . Then acts transitively on the set of all the primitive vectors in .
Proof.
Let be an arbitrary primitive vector. We will show that there is such that , where . Let be the subgroup of generated by . We claim that has no torsion. Assume on the contrary that there is torsion in , so that there is a non-trivial element and a positive integer such that . This implies the existence of an element such that . Thus for some nonzero integer . It follows that must divide , for otherwise would not be primitive. But then , contrary to the choice of .
So has no torsion, and thus it is isomorphic to . Let in be such that forms a basis of . Declare and we get a basis of . Now the -linear map which takes to , where is the -th standard basis vector, is an isomorphism and hence an element of . By definition . ∎
Lemma A.2.
Let be a positive integer and be a rank- subgroup of . Then there is such that is contained in .
Proof.
Let be an integer such that there is an isomorphism , where is a finite abelian group. Let , where is the natural projection . Then contains and is isomorphic to . We can now choose vectors in such that is a basis of . If is a basis of , then forms a basis of . Define a -linear map by declaring for and for . Then is a surjective -linear map and hence is a member of . Now is an element of which takes to , and hence puts inside , finishing the proof. ∎
Appendix B Measure Theory
Lemma B.1.
Let and be topological spaces. Let be a set and be a family of functions from to . Equip with the initial topology induced by . Then a map is measurable if and only if is measurable for each .
Proof.
Suppose is a map such that is measurable for each . Then for each open set in and each we have is measurable. But forms a subbasis for the topology on . Therefore is measurable. The other direction is clear. ∎
Lemma B.2.
Let be the set of all the points in such that . Then is a measurable set.
Proof.
For each and each , define
(B.1) |
Then each is measurable and it is easy to check that
whence is a measurable set. ∎
Appendix C Weak Periodicity Assuming the Spectral Measure is Supported on the Union of Finitely Many Lines
The goal of this section is to prove the following.
Theorem C.1.
Let be an exact cluster and be an -tiling. Let be the orbit closure of and be a -ergodic probability measure on . Define
and as the characteristic function on . Let be the spectral measure associated to the unit vector in and be the unitary isomorphism between — the span closure of the orbit of — and as discussed in Theorem 2.5. Assume that there exist nonzero vectors and finite subsets such that each member of each is a rational point and the measure is supported on
(C.1) |
Then is -weakly periodic, and hence there is a -weakly periodic -tiling.
The proof is an adaptation of Bhattacharya’s proof of the periodic tiling conjecture (for ) in [2]. No fundamentally new ideas are needed. However, since Theorem C.1 is not a direct corollary of the work done in [2], we give full details. Wherever possible, we give reference to corresponding results in [2]. Throughout this section we will use the notation in Theorem C.1. We now begin the proof.
We may assume that is the smallest integer for which one can find vectors and finite subsets such that the support of is contained in
(C.2) |
Then are pairwise linearly independent.
Lemma C.2.
Let be a finite set of rational points and be an arbitrary nonzero vector in . Then there exist linearly independent vectors and such that both and are orthogonal to and
(C.3) |
is contained in .
Proof.
The set of all vectors in which are orthogonal to forms a rank- subgroup of . Thus we can find two linearly independent vectors and in which are both orthogonal to . Thus
(C.4) |
If is a positive integer such that in for each , then we see that
(C.5) |
Thus and satisfy the requirement of the lemma. ∎
Lemma C.3.
We can choose vectors such that
-
a)
for each .
-
b)
is a rank- subgroup of for each .
-
c)
and are orthogonal to for each .
-
d)
is a rank- subgroup of whenever .
Proof.
By Lemma C.2 we can find such that (a), (b) and (c) are true. We show that (d) also holds. Let be distinct. Assume on the contrary that
(C.6) |
is not a rank- subgroup of . Then is a rank- subgroup of . Consequently, both and are orthogonal to each of . This forces that and are linearly dependent, giving the required contradiction. ∎
Fix as in Lemma C.3. Thus, in particular, the measure is supported on the set
(C.7) |
Let be the subgroup of generated by and , that is .
C.1. Very Weak Periodic Decomposition
Let . Let be the spectral measure associated and be the unitary isomorphism discussed in Section 2.3.
For any subgroup of let denote the projection of onto the subspace of all the -invariant functions in . Writing to denote the ball of radius in , by the ergodic theorem we have
(C.8) |
in . Therefore lies in , and it is hence same as the image of under the orthogonal projection onto the set of all the -invariant functions in . This implies that , where is the orthogonal projection of onto the space of all the -invariant functions in .
Lemma C.4.
Let be a probability measure on . Let and be two linearly independent vectors in and be the subgroup of generated by and . Under the natural unitary action of on , we have
(C.9) |
where denotes the orthogonal projection of onto the space of all the -invariant functions in .
Proof.
It is clear that is invariant under . Also is orthogonal to . Thus
(C.10) |
must be the orthogonal decomposition of into the sum of a vector in the space of -invariant elements in and a vector in the orthogonal complement of the same. ∎
Lemma C.5.
Proof.
By the remarks made above, we have
(C.11) |
By Lemma C.4 we have since and generate . So we just need to show that is -periodic. Note that since is supported on , we have
(C.12) |
in . So we need to show that the function
(C.13) |
is -periodic. But it is easy to check that the finite index subgroup
of fixes the above function, and we are done. ∎
Lemma C.6.
(See [2, Theorem 3.3]) For any and we have is -periodic.
Proof.
We have
So it suffices to show that
is -periodic in . This is a simple exercise keeping in mind that is supported on . ∎
C.2. Polynomial Sequences
By a bi-infinite sequence in , we mean a map . We will write to mean . In what follows we will write ‘sequence’ to mean a bi-infinite sequence. For a sequence , we define another sequence by writing . The -fold composition will be denoted by . We say that a sequence is a polynomial sequence if for some positive integer . It is easy to argue by induction that if is a polynomial sequence in , then there exists a non-negative integer and such that for all , where the terms have to be interpreted as elements in by thinking of as the -fold sum of . This justifies the usage of the phrase ‘polynomial sequence.’
There is a natural action of , the ring of all the Laurent polynomial over , on the set of all the sequences in . First note that there is a natural way to add two sequences: For , we have defined as . Similarly, any sequence can be scaled by an integer. Now for and a sequence , we define the sequence as . For an element in , and a sequence , we define
(C.14) |
Lemma C.7.
Let be a sequence such that there is and with the property that . Then the restriction of to any coset of in is a polynomial sequence.
Proof.
The proposition clearly holds for . Fix and inductively assume that the proposition has been proved for all smaller values. Define . Now since , we deduce by the inductive hypothesis that restricted to any coset of is a polynomial sequence. Let be elements of such that
(C.15) |
for all . Now since , we have
(C.16) |
Using Equation C.15 we see that the last term above is a polynomial and hence restricted to is a polynomial sequence. Similarly we can show that the restriction of to other cosets of are also polynomial sequences and we are done. ∎
Corollary C.8.
Let be a sequence and be positive integers such that
(C.17) |
Then there are positive integers and such that annihilates , and thus is a polynomial sequence on each coset of .
Proof.
The roots of the polynomial are roots of unity. Therefore the polynomial divides for a suitable choice of positive integers and . Now the desired result follows by the previous lemma. ∎
C.3. Equidistribution
Let denote the Haar measure on . For any sequence , we define a probability measure on as
(C.18) |
where denotes the Dirac mass at . We say that is equidistributed if in the weak* sense. Weyl’s equidistribution theorem111111See Theorem 1.4 in [3] states that every polynomial sequence in is either periodic or equidistributes.
Similarly, we say that a -dimensional sequence is equidistributed if the probability measures
(C.19) |
converges to in the weak* sense. For later use we need the following lemma.
Lemma C.9.
Let be a probability space equipped with a measure preserving -action. Let be a finite index subgroup of and be a measurable function. For each we have the function which takes to . Then the sets
(C.20) |
are measurable.
Proof.
121212Thanks to Ronnie Pavlov and Nishant Chandgotia for helping with this proof.We give the proof for and leave the general case as an exercise. First we show that is measurable. We know that , the set of all the probability measures in , is metrizable (in the weak* topology). Choose a metric on . For each and each , define probability measure by writing
(C.21) |
By Lemma B.1 the map taking to is measurable for any . Therefore, the composite
is measurable. If is the set of all the elements in such that , then by Lemma B.2 we have is measurable. It is clear that is nothing but the preimage of under the composition above, and hence is measurable.
Now we show that is measurable. For each , define
(C.22) |
which is measurable. Now and hence is measurable. ∎
C.4. Pure and Mixed Statistics
Now suppose is a probability measure space equipped with an ergodic -action. Let be a measurable function. For each we get a map defined as .
Lemma C.10.
Pure Statistics Lemma. Suppose the -dimensional sequence is either a constant or equidistributed for -a.e. . Then is either a Dirac measure or the Haar measure on .
Proof.
The set of points in such that equidistributes form a measurable subset of . It is easy to check that this set is -invariant. Thus this set either has full measure or has zero measure. Similarly, the set of points in for which is constant either has full measure or zero measure. Now we have a full measure subset of such that for each we have
(C.23) |
which by the Birkhoff ergodic theorem is equal to
(C.24) |
for all .131313First one may establish this for a countable dense subset of and then upgrade to all of . If has full measure, then, by the Riesz representation theorem we must have is the Lebesgue measure and if has full measure then we must have is a Dirac measure. Since one of these two possibilities must occur, we are done. ∎
Lemma C.11.
Mixed Statistics Lemma. Suppose for -a.e. in there is a finite index subgroup of such that the -dimensional sequence obtained by restricting to any coset of is either a constant or equidistributed. Then there is a finite index subgroup of such that for any -ergodic component of we have is either a Dirac measure or the Haar measure on .
Proof.
Let be an enumeration of all the finite index subgroups of . For each let
(C.25) |
By Lemma C.9 we know that each is a measurable subset of . Note that each is -invariant. Define a map , where is the set of all the finite index subgroups of , by writing
(C.26) |
where is the smallest positive integer such that on every coset of the sequence is either a constant or is equidistributed. Then note that
(C.27) |
Therefore each fiber of is measurable.141414Thanks to Nishant Chandgotia for the argument showing the measurability of . Since there are only countably many fibers of , there must exist a fiber with positive measure, whence by the ergodicity of the action we deduce that some fiber of has full measure. Therefore, there is a finite index subgroup of such that for -a.e. in we have restricted to any coset of is either constant or equidistributed. Since acts ergodically on each -ergodic component, the desired result follows from the Pure Statistics Lemma. ∎
C.5. Behaviour of Averages on Suitable Ergodic Components
For a map we define a map obtained by composing with the natural map . There is a natural action of on the set of maps taking into .151515Recall that we write a typical element of as . We have
Lemma C.12.
(See [2, Lemma 4.2]) Let be arbitrary. Then there is in not in any of the ’s such that
(C.28) |
for some .
Proof.
Let be a vector in that is not in any of the ’s. Let be a finite index subgroup of such that is -invariant (recall the definition of from Lemma C.5). Let be a positive integer such hat is contained in . For each , , let be a nonzero vector such that . Consider the Laurent polynomial
(C.29) |
It is clear that annihilates as well as each for . For each , we can find a nonzero integer and a vector in such that for some . Therefore
(C.30) |
for each , and thus we have
(C.31) |
Therefore annihilates for a suitable choice of integers and and are done. ∎
Lemma C.13.
(See [2, Lemma 4.3]) Let be given. Then there is a finite index subgroup of with the property that if is a -ergodic component of then we have is either a Dirac measure or the Haar measure on .
Proof.
Write . By Lemma C.12 we can find not in and a positive integer such that . Also, for all . Therefore, for -a.e. we have and for all . By Lemma C.7 we deduce that for -a.e. we can find a finite index subgroup of such that is either equidistributed or is constant on any given coset of . Now by Mixed Statistics Lemma we can find a finite index subgroup of such that is either a Dirac measure or the Haar measure for any -ergodic component of . ∎
Remark C.14.
It can be easily argued that the conclusion of the above lemma does not change if we pass to any finite index subgroup of . More precisely, the above lemma can be made more nuanced by saying that there is a finite index subgroup such that whenever is any finite index subgroup of we have is either the Haar measure on or a Dirac measure on for any -ergodic component of . We will make use of this observation in what follows.
The strategy to show that is -weakly periodic is to show that there is a finite index subgroup of such that the intersection of with any -ergodic component of is -weakly periodic. Our next lemma almost achieves this. Since the conclusion of the above lemma does not change when is replaced by any finite index subgroup of , this allows us to prove the following.
Lemma C.15.
(See [2, Theorme 4.4]) There is a finite index subgroup of such that for each -ergodic component of , we have either or is -periodic (or both).
Proof.
Let be a finite index subgroup of such that is -invariant. By Lemma C.13 we know that for each we have a finite index subgroup of such that for each -ergodic component of we have is either a Dirac measure or the Haar measure on . Define . We will show that satisfies the requirement of the lemma. Fix a -ergodic component of . There are two cases.
Case 1: There is such that is the Haar measure on . We will show that . Note that since , and hence , is valued in the unit interval , the fact that is the Haar measure on implies that is the Haar measure on the unite interval . Let be such that . By Lemma C.6 we have is -periodic. So there is a finite index subgroup of such that such that is invariant under . Let and be all the -ergodic components of which are contained in . For each let on , where is some real number. By the remark following Lemma C.13 we know that is the Haar measure on for each , and hence, is the Haar measure on the unit interval. Therefore is the Haar measure on the interval . But is valued in , and therefore must be . This implies that is also the Haar measure on the unit interval. Now
(C.32) |
where the last equality is because of the ergodic theorem coupled with the fact that is -invariant, and hence -invariant. But since is the Haar measure on , we see that .
Case 2: There is no such that is the Haar measure on . Thus is a Dirac measure for each . We divide this into two subcases.
Subcase 2.1: There is such that is the Dirac measure at . We will show that is -periodic. It follows that takes values in the two-element set . Choose such that . By the Birkhoff ergodic theorem we see that whenever and whenever on . Thus coincides with on . Now let
(C.33) |
Then
(C.34) |
where is because is -invariant and hence is -invariant. We also have
(C.35) |
because is same as and is -invariant. We deduce that and therefore . Since being -invariant is -periodic, we have is -periodic.
Subcase 2.2: There is no such that is the Dirac measure at . In this case we have is the Dirac measure at a point other than in . This implies that each is constant on . Since , with being -invariant, we clearly have is -periodic, and thus is -periodic (which in particular implies that is -periodic). This completes the proof. ∎
C.6. Weakly Periodic Decomposition
Lemma C.16.
(See [2, Lemma 5.1]) Let be a probability space equipped with an ergodic -action. If is -periodic and is -weakly periodic, then is also -weakly periodic.
Proof.
Let be a -weakly periodic decomposition of and let be rank- subgroups of such that each is -invariant. We may assume that is the smallest positive integer satisfying the above. Thus is a finite index subgroup of whenever . Let be a finite index subgroup of such that is -invariant. Define whenever , and note that each is a finite index subgroup of . Define . Note that is partitioned by the -ergodic components contained in since is -invariant.
We will show that for every -ergodic component of , the set is -periodic. Indeed, fix a -ergodic component such that has positive measure. Then must be contained in . Suppose there exists , , such that and both have positive measure. Let . Then is -invariant and hence -invariant. Thus must contain . But note that if , then can be written as for some and . Therefore
(C.36) |
Now since and are both -invariant, and is disjoint with , we must have . This means that the set is disjoint with , contradicting the fact that contains .
So we see that each -ergodic component can intersect at most one of the ’s in a positive measure set. Finally, if is a -ergodic component intersecting in a positive measure set, and is a positive integer such that , then and are both -invariant. Thus is also -invariant, and is hence -periodic. ∎
By translating if necessary, we can manage that along with the property that the sum of any set of nonzero vectors in is nonzero. With this in mind we now finish the proof of the -weak periodicity of , thereby establishing the existence of a -weakly periodic -tiling.
Lemma C.17.
Let be as in Lemma C.15. If is not -weakly periodic for some -ergodic component of , then is -periodic.
Proof.
(See [2, Proof of Lemma 1.3, pg 13]) For any vector , we will write to denote . Let be a -ergodic component of such that is not -weakly periodic. Then . Now we have
(C.37) |
since is a partition of . If each is -weakly periodic then so is , and hence, by Lemma C.16, is also -weakly periodic, contrary to our assumption. Thus there is such that is not -weakly periodic. This implies that is also not -weakly periodic, and hence
So we have , which implies that
As noted earlier, we have is not -weakly periodic. By the same argument as above applied to , we deduce that there is such that , which shows that
(C.38) |
and hence . Thus, continuing this way, for each we can find such that
(C.39) |
Since there are only finitely many -ergodic components, we see that there must exist natural numbers and with such that
(C.40) |
and hence
(C.41) |
giving
(C.42) |
and hence, since is nonzero, is -periodic. This proves the lemma. ∎
Corollary C.18.
Then is -weakly periodic.
Data Availability Statement
This manuscript has no associated data.
Conflict of Interest
On behalf of all authors, the corresponding author states that there is no conflict of interest.
References
- [1] D. Beauquier and M. Nivat. On translating one polyomino to tile the plane. Discrete Comput. Geom., 6(6):575–592, 1991.
- [2] S. Bhattacharya. Periodicity and decidability of tilings. arXiv 1602.05738v1, 2016.
- [3] M. Einsiedler and T. Ward. Ergodic theory with a view towards number theory, volume 259 of Graduate Texts in Mathematics. Springer-Verlag London, Ltd., London, 2011.
- [4] R. Greenfeld and T. Tao. The structure of translational tilings in . arXiv 2010.03254, 2020.
- [5] R. Greenfeld and T. Tao. Undecidable translational tilings with only two tiles, or one nonabelian tile. 2021.
- [6] R. Greenfeld and T. Tao. A counterexample to the periodic tiling conjecture (announcement). 2022.
- [7] P. Horak and D. Kim. Algebraic method in tilings. arXiv 1603.00051v1, 2016.
- [8] J. Kari and M. Szabados. An algebraic geometric approach to Nivat’s conjecture. Inform. and Comput., 271:104481, 25, 2020.
- [9] J. C. Lagarias and Y. Wang. Tiling the line with translates of one tile. Invent. Math., 124(1-3):341–365, 1996.
- [10] M. Szegedy. Algorithms to tile the infinite grid with finite clusters. Foundations of Computer Science, 1998.
- [11] R. Tijdeman. Decomposition of the integers as a direct sum of two subsets. 215:261–276, 1995.