Blichfeldt's theorem explained
Blichfeldt's theorem is a mathematical theorem in the geometry of numbers, stating that whenever a bounded set in the Euclidean plane has area
, it can be
translated so that it includes at least
points of the
integer lattice. Equivalently, every bounded set of area
contains a set of
points whose coordinates all differ by integers.
This theorem can be generalized to other lattices and to higher dimensions, and can be interpreted as a continuous version of the pigeonhole principle. It is named after Danish-American mathematician Hans Frederick Blichfeldt, who published it in 1914. Some sources call it Blichfeldt's principle or Blichfeldt's lemma.
Statement and proof
The theorem can be stated most simply for points in the Euclidean plane, and for the integer lattice in the plane. For this version of the theorem, let
be any
measurable set, let
denote its area, and round this number up to the next integer value,
. Then Blichfeldt's theorem states that
can be translated so that its translated copy contains at least
points with integer coordinates.
The basic idea of the proof is to cut
into pieces according to the squares of the integer lattice, and to translate each of those pieces by an integer amount so that it lies within the
unit square having the
origin as its lower right corner. This translation may cause some pieces of the unit square to be covered more than once, but if the combined area of the translated pieces is counted with
multiplicity it remains unchanged, equal to
. On the other hand, if the whole unit square were covered with multiplicity
its area would be
, less than
. Therefore, some point
of the unit square must be covered with multiplicity at least
. A translation that takes
to the origin will also take all of the
points of
that covered
to integer points, which is what was required.
More generally, the theorem applies to
-dimensional sets
, with
-dimensional volume
, and to an arbitrary
-dimensional
lattice
(a set of points in
-dimensional space that do not all lie in any lower dimensional subspace, are separated from each other by some minimum distance, and can be combined by adding or subtracting their coordinates to produce other points in the same set). Just as the integer lattice divides the plane into squares, an arbitrary lattice divides its space into fundamental regions (called parallelotopes) with the property that any one of these regions can be translated onto any other of them by adding the coordinates of a unique lattice point. If
is the
-dimensional volume of one of parallelotopes, then Blichfeldt's theorem states that
can be translated to include at least
points of
. The proof is as before: cut up
by parallelotopes, translate the pieces by translation vectors in
onto a single parallelotope without changing the total volume (counted with multiplicity), observe that there must be a point
of multiplicity at least
, and use a translation that takes
to the origin.
Instead of asking for a translation for which there are
lattice points, an equivalent form of the theorem states that
itself contains a set of
points, all of whose pairwise differences belong to the lattice. A strengthened version of the theorem applies to
compact sets, and states that they can be translated to contain at least
points of the lattice. This number of points differs from
only when
is an integer, for which it is larger by one.
Applications
Minkowski's theorem
Minkowski's theorem, proved earlier than Blichfeldt's work by Hermann Minkowski, states that any convex set in the plane that is centrally symmetric around the origin, with area greater than four (or a compact symmetric set with area equal to four) contains a nonzero integer point. More generally, for a
-dimensional lattice
whose fundamental parallelotopes have volume
, any set centrally symmetric around the origin with volume greater than
contains a nonzero lattice point.
Although Minkowski's original proof was different, Blichfeldt's theorem can be used in a simple proof of Minkowski's theorem. Let
be any centrally symmetric set with volume greater than
(meeting the conditions of Minkowski's theorem), and scale it down by a factor of two to obtain a set
of volume greater than
. By Blichfeldt's theorem,
has two points
and
whose coordinatewise difference belongs to
. Reversing the shrinking operation,
and
belong to
. By symmetry
also belongs to
, and by convexity the midpoint of
and
belongs to
. But this midpoint is
, a nonzero point of
.
Other applications
Many applications of Blichfeldt's theorem, like the application to Minkowski's theorem, involve finding a nonzero lattice point in a large-enough set, but one that is not convex. For the proof of Minkowski's theorem, the key relation between the sets
and
that makes the proof work is that all differences of pairs of points in
belong to
. However, for a set
that is not convex,
might have pairs of points whose difference does not belong to
, making it unusable in this technique. One could instead find the largest centrally symmetric convex subset
, and then apply Minkowski's theorem to
, or equivalently apply Blichfeldt's theorem to
. However, in many cases a given non-convex set
has a subset
that is larger than
, whose pairwise differences belong to
. When this is the case, the larger size of
relative to
leads to tighter bounds on how big
needs to be sure of containing a lattice point.
For a centrally symmetric star domain, it is possible to use the calculus of variations to find the largest set
whose pairwise differences belong to
. Applications of this method include simultaneous
Diophantine approximation, the problem of approximating a given set of irrational numbers by rational numbers that all have the same denominators.
Generalizations
Analogues of Blichfeldt's theorem have been proven for other sets of points than lattices, showing that large enough regions contain many points from these sets. These include a theorem for Fuchsian groups, lattice-like subsets of
matrices, and for the sets of vertices of Archimedean tilings.
Other generalizations allow the set
to be a
measurable function, proving that its sum over some set of translated lattice points is at least as large as its integral, or replace the single set
with a family of sets.
Computational complexity
A computational problem related to Blichfeldt's theorem has been shown to be complete for the PPP complexity class, and therefore unlikely to be solvable in polynomial time. The problem takes as input a set of integer vectors forming the basis of a
-dimensional lattice
, and a set
of integer vectors, represented implicitly by a
Boolean circuit for testing whether a given vector belongs to
. It is required that the cardinality of
, divided by the volume of the fundamental parallelotope of
, is at least one, from which a discrete version of Blichfeldt's theorem implies that
includes a pair of points whose difference belongs to
. The task is to find either such a pair, or a point of
that itself belongs to
. The computational hardness of this task motivates the construction of a candidate for a
collision-resistant cryptographic hash function.
See also
- Dot planimeter, a device for estimating the area of a shape by counting the lattice points that it contains
- Pick's theorem, a more precise relationship between area and lattice points covered by a polygon with lattice-point vertices