Poppy-seed Bagel Theorem
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In
physics Physics is the scientific study of matter, its Elementary particle, fundamental constituents, its motion and behavior through space and time, and the related entities of energy and force. "Physical science is that department of knowledge whi ...
, the poppy-seed bagel theorem concerns interacting particles (e.g.,
electrons The electron (, or in nuclear reactions) is a subatomic particle with a negative one elementary charge, elementary electric charge. It is a fundamental particle that comprises the ordinary matter that makes up the universe, along with up qua ...
) confined to a bounded
surface A surface, as the term is most generally used, is the outermost or uppermost layer of a physical object or space. It is the portion or region of the object that can first be perceived by an observer using the senses of sight and touch, and is ...
(or body) A when the particles repel each other pairwise with a magnitude that is proportional to the inverse distance between them raised to some positive power s. In particular, this includes the Coulomb law observed in
electrostatics Electrostatics is a branch of physics that studies slow-moving or stationary electric charges. Since classical antiquity, classical times, it has been known that some materials, such as amber, attract lightweight particles after triboelectric e ...
and
Riesz potential In mathematics, the Riesz potential is a potential named after its discoverer, the Hungarian mathematician Marcel Riesz. In a sense, the Riesz potential defines an inverse for a power of the Laplace operator on Euclidean space. They generalize to ...
s extensively studied in
potential theory In mathematics and mathematical physics, potential theory is the study of harmonic functions. The term "potential theory" was coined in 19th-century physics when it was realized that the two fundamental forces of nature known at the time, namely g ...
. Other classes of potentials, which not necessarily involve the Riesz kernel, for example nearest neighbor interactions, are also described by this theorem in the macroscopic regime. For N such particles, a stable equilibrium state, which depends on the parameter s, is attained when the associated
potential energy In physics, potential energy is the energy of an object or system due to the body's position relative to other objects, or the configuration of its particles. The energy is equal to the work done against any restoring forces, such as gravity ...
of the system is minimal (the so-called generalized
Thomson problem The objective of the Thomson problem is to determine the minimum electrostatic potential energy configuration of electrons constrained to the surface of a unit sphere that repel each other with a force given by Coulomb's law. The physicist J. J. ...
). For large numbers of points, these equilibrium configurations provide a
discretization In applied mathematics, discretization is the process of transferring continuous functions, models, variables, and equations into discrete counterparts. This process is usually carried out as a first step toward making them suitable for numeri ...
of A which may or may not be nearly uniform with respect to the
surface area The surface area (symbol ''A'') of a solid object is a measure of the total area that the surface of the object occupies. The mathematical definition of surface area in the presence of curved surfaces is considerably more involved than the d ...
(or
volume Volume is a measure of regions in three-dimensional space. It is often quantified numerically using SI derived units (such as the cubic metre and litre) or by various imperial or US customary units (such as the gallon, quart, cubic inch) ...
) of A. The poppy-seed bagel theorem asserts that for a large class of sets A, the uniformity property holds when the parameter s is larger than or equal to the dimension of the set A. For example, when the points ("
poppy seed Poppy seed is an oilseed obtained from the poppy plant (''Papaver somniferum''). The tiny, kidney-shaped seeds have been harvested from dried seed pods by various civilizations for thousands of years. It is still widely used in many countries, ...
s") are confined to the 2-dimensional surface of a
torus In geometry, a torus (: tori or toruses) is a surface of revolution generated by revolving a circle in three-dimensional space one full revolution about an axis that is coplanarity, coplanar with the circle. The main types of toruses inclu ...
embedded in 3 dimensions (or "surface of a
bagel A bagel (; ; also spelled beigel) is a bread roll originating in the Jewish communities of Poland. Bagels are traditionally made from yeasted wheat dough that is shaped by hand into a torus or ring, briefly boiled in water, and then baked. ...
"), one can create a large number of points that are nearly uniformly spread on the surface by imposing a repulsion proportional to the inverse square distance between the points, or any stronger repulsion (s\geq2). From a culinary perspective, to create the nearly perfect poppy-seed bagel where bites of equal size anywhere on the bagel would contain essentially the same number of poppy seeds, impose at least an inverse square distance repelling force on the seeds.


Formal definitions

For a parameter s>0 and an N-point set \omega_=\\subset \mathbb^p, the s-energy of \omega_N is defined as follows: E_s(\omega_N):=\sum_ \frac For a
compact set In mathematics, specifically general topology, compactness is a property that seeks to generalize the notion of a closed and bounded subset of Euclidean space. The idea is that a compact space has no "punctures" or "missing endpoints", i.e., i ...
A we define its ''minimal N-point s-energy'' as \mathcal_s(A, N):=\min E_s(\omega_N), where the
minimum In mathematical analysis, the maximum and minimum of a function are, respectively, the greatest and least value taken by the function. Known generically as extremum, they may be defined either within a given range (the ''local'' or ''relative ...
is taken over all N-point subsets of A; i.e., \omega_N\subset A. Configurations \omega_N that attain this infimum are called ''N-point s-equilibrium configurations''.


Poppy-seed bagel theorem for bodies

We consider compact sets A\subset \mathbb^p with the
Lebesgue measure In measure theory, a branch of mathematics, the Lebesgue measure, named after French mathematician Henri Lebesgue, is the standard way of assigning a measure to subsets of higher dimensional Euclidean '-spaces. For lower dimensions or , it c ...
\lambda(A)>0 and s\geqslant p. For every N\geqslant 2 fix an N-point s-equilibrium configuration \omega_N^*=\. Set \mu_N:=\frac\sum_ \delta_, where \delta_x is a unit point mass at point x. Under these assumptions, in the sense of
weak convergence of measures In mathematics, more specifically measure theory, there are various notions of the convergence of measures. For an intuitive general sense of what is meant by ''convergence of measures'', consider a sequence of measures on a space, sharing a com ...
, \mu_N \stackrel \mu, where \mu is the Lebesgue measure restricted to A; i.e., \mu(B)=\lambda(A \cap B)/\lambda(A). Furthermore, it is true that \lim_ \frac = \frac, where the constant C_ does not depend on the set A and, therefore, C_=\lim_ \frac, where ,1p is the
unit cube A unit cube, more formally a cube of side 1, is a cube whose sides are 1 unit long.. See in particulap. 671. The volume of a 3-dimensional unit cube is 1 cubic unit, and its total surface area is 6 square units.. Unit hypercube The term '' ...
in \mathbb^p.


Poppy-seed bagel theorem for manifolds

Consider a smooth d-dimensional manifold A embedded in \mathbb^p and denote its surface measure by \sigma. We assume \sigma(A)>0. Assume s\geqslant d As before, for every N\geqslant 2 fix an N-point s-equilibrium configuration \omega_N^*=\ and set \mu_N:=\frac\sum_ \delta_. Then, in the sense of
weak convergence of measures In mathematics, more specifically measure theory, there are various notions of the convergence of measures. For an intuitive general sense of what is meant by ''convergence of measures'', consider a sequence of measures on a space, sharing a com ...
, \mu_N \stackrel \mu, where \mu(B)=\sigma(A \cap B)/\sigma(A). If H^d is the d-dimensional
Hausdorff measure In mathematics, Hausdorff measure is a generalization of the traditional notions of area and volume to non-integer dimensions, specifically fractals and their Hausdorff dimensions. It is a type of outer measure, named for Felix Hausdorff, that assi ...
normalized so that H^d( ,1d)=1, then \lim_ \frac=2^s \alpha_d^ \cdot \frac, where \alpha_d=\pi^/\Gamma(1+d/2) is the volume of a d-ball.


The constant ''Cs,p''

For p=1, it is known that C_=2\zeta(s), where \zeta(s) is the
Riemann zeta function The Riemann zeta function or Euler–Riemann zeta function, denoted by the Greek letter (zeta), is a mathematical function of a complex variable defined as \zeta(s) = \sum_^\infty \frac = \frac + \frac + \frac + \cdots for and its analytic c ...
. Using a
modular form In mathematics, a modular form is a holomorphic function on the complex upper half-plane, \mathcal, that roughly satisfies a functional equation with respect to the group action of the modular group and a growth condition. The theory of modul ...
approach to
linear programming Linear programming (LP), also called linear optimization, is a method to achieve the best outcome (such as maximum profit or lowest cost) in a mathematical model whose requirements and objective are represented by linear function#As a polynomia ...
, Viazovska together with coauthors established in a 2022 paper that in dimensions p=8 and p=24, the values of C_, s>p, are given by the Epstein zeta function associated with the E_8 lattice and
Leech lattice In mathematics, the Leech lattice is an even unimodular lattice Λ24 in 24-dimensional Euclidean space which is one of the best models for the kissing number problem. It was discovered by . It may also have been discovered (but not published) by Er ...
, respectively. It is conjectured that for p=2, the value of C_ is similarly determined as the value of the Epstein zeta function for the
hexagonal lattice The hexagonal lattice (sometimes called triangular lattice) is one of the five two-dimensional Bravais lattice types. The symmetry category of the lattice is wallpaper group p6m. The primitive translation vectors of the hexagonal lattice form an ...
. Finally, in every dimension p\geq 1 it is known that when s=p, the scaling of \mathcal_s(A, N) becomes N^2\log N rather than N^2= N^, and the value of C_ can be computed explicitly as the volume of the unit p-dimensional ball: C_ = H^p(\mathcal B^p) = \frac. The following connection between the constant C_ and the problem of
sphere packing In geometry, a sphere packing is an arrangement of non-overlapping spheres within a containing space. The spheres considered are usually all of identical size, and the space is usually three-dimensional Euclidean space. However, sphere packing p ...
is known: \lim_ (C_)^ = \frac \left( \frac\right)^, where \alpha_p is the volume of a p-ball and \Delta_p = \sup \rho(\mathcal), where the
supremum In mathematics, the infimum (abbreviated inf; : infima) of a subset S of a partially ordered set P is the greatest element in P that is less than or equal to each element of S, if such an element exists. If the infimum of S exists, it is unique, ...
is taken over all families \mathcal of non-overlapping unit balls such that the limit \rho(\mathcal) = \lim_ \frac exists.


See also

*
Hausdorff dimension In mathematics, Hausdorff dimension is a measure of ''roughness'', or more specifically, fractal dimension, that was introduced in 1918 by mathematician Felix Hausdorff. For instance, the Hausdorff dimension of a single point is zero, of a line ...
*
Geometric measure theory In mathematics, geometric measure theory (GMT) is the study of geometric properties of sets (typically in Euclidean space) through measure theory. It allows mathematicians to extend tools from differential geometry to a much larger class of surfac ...
*
Sphere packing In geometry, a sphere packing is an arrangement of non-overlapping spheres within a containing space. The spheres considered are usually all of identical size, and the space is usually three-dimensional Euclidean space. However, sphere packing p ...
*
Riemann zeta function The Riemann zeta function or Euler–Riemann zeta function, denoted by the Greek letter (zeta), is a mathematical function of a complex variable defined as \zeta(s) = \sum_^\infty \frac = \frac + \frac + \frac + \cdots for and its analytic c ...


References

{{reflist Physics theorems Potentials Dimension Bagels bagel theorem