Cannon's Conjecture
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In mathematics, a finite subdivision rule is a recursive way of dividing a
polygon In geometry, a polygon () is a plane figure that is described by a finite number of straight line segments connected to form a closed ''polygonal chain'' (or ''polygonal circuit''). The bounded plane region, the bounding circuit, or the two toge ...
or other two-dimensional shape into smaller and smaller pieces. Subdivision rules in a sense are generalizations of regular geometric fractals. Instead of repeating exactly the same design over and over, they have slight variations in each stage, allowing a richer structure while maintaining the elegant style of fractals. Subdivision rules have been used in architecture, biology, and computer science, as well as in the study of
hyperbolic manifold In mathematics, a hyperbolic manifold is a space where every point looks locally like hyperbolic space of some dimension. They are especially studied in dimensions 2 and 3, where they are called hyperbolic surfaces and hyperbolic 3-manifolds, res ...
s. Substitution tilings are a well-studied type of subdivision rule.


Definition

A subdivision rule takes a tiling of the plane by polygons and turns it into a new tiling by subdividing each polygon into smaller polygons. It is finite if there are only finitely many ways that every polygon can subdivide. Each way of subdividing a tile is called a tile type. Each tile type is represented by a label (usually a letter). Every tile type subdivides into smaller tile types. Each edge also gets subdivided according to finitely many edge types. Finite subdivision rules can only subdivide tilings that are made up of polygons labelled by tile types. Such tilings are called subdivision complexes for the subdivision rule. Given any subdivision complex for a subdivision rule, we can subdivide it over and over again to get a sequence of tilings. For instance, binary subdivision has one tile type and one edge type: Since the only tile type is a quadrilateral, binary subdivision can only subdivide tilings made up of quadrilaterals. This means that the only subdivision complexes are tilings by quadrilaterals. The tiling can be regular, but doesn't have to be: Here we start with a complex made of four quadrilaterals and subdivide it twice. All quadrilaterals are type A tiles.


Examples of finite subdivision rules

Barycentric subdivision In mathematics, the barycentric subdivision is a standard way to subdivide a given simplex into smaller ones. Its extension on simplicial complexes is a canonical method to refine them. Therefore, the barycentric subdivision is an important tool i ...
is an example of a subdivision rule with one edge type (that gets subdivided into two edges) and one tile type (a triangle that gets subdivided into 6 smaller triangles). Any triangulated surface is a barycentric subdivision complex.J. W. Cannon, W. J. Floyd, W. R. Parry.
Finite subdivision rules
'. Conformal Geometry and Dynamics, vol. 5 (2001), pp. 153–196.
The Penrose tiling can be generated by a subdivision rule on a set of four tile types (the curved lines in the table below only help to show how the tiles fit together): Certain rational maps give rise to finite subdivision rules.J. W. Cannon, W. J. Floyd, W. R. Parry.
Constructing subdivision rules from rational maps
'. Conformal Geometry and Dynamics, vol. 11 (2007), pp. 128–136.
This includes most
Lattès map In mathematics, a Lattès map is a rational map ''f'' = Θ''L''Θ−1 from the complex sphere to itself such that Θ is a holomorphic map from a complex torus In mathematics, a complex torus is a particular kind of complex manifold ...
s.J. W. Cannon, W. J. Floyd, W. R. Parry. ''Lattès maps and subdivision rules''. Conformal Geometry and Dynamics, vol. 14 (2010, pp. 113–140. Every prime, non-split alternating knot or link complement has a subdivision rule, with some tiles that do not subdivide, corresponding to the boundary of the link complement.B. Rushton.
Constructing subdivision rules from alternating links
'. Conform. Geom. Dyn. 14 (2010), 1–13.
The subdivision rules show what the night sky would look like to someone living in a
knot complement In mathematics, the knot complement of a tame knot ''K'' is the space where the knot is not. If a knot is embedded in the 3-sphere, then the complement is the 3-sphere minus the space near the knot. To make this precise, suppose that ''K'' is a ...
; because the universe wraps around itself (i.e. is not
simply connected In topology, a topological space is called simply connected (or 1-connected, or 1-simply connected) if it is path-connected and every path between two points can be continuously transformed (intuitively for embedded spaces, staying within the spac ...
), an observer would see the visible universe repeat itself in an infinite pattern. The subdivision rule describes that pattern. The subdivision rule looks different for different geometries. This is a subdivision rule for the
trefoil knot In knot theory, a branch of mathematics, the trefoil knot is the simplest example of a nontrivial knot. The trefoil can be obtained by joining together the two loose ends of a common overhand knot, resulting in a knotted loop. As the simplest kno ...
, which is not a
hyperbolic knot Hyperbolic is an adjective describing something that resembles or pertains to a hyperbola (a curve), to hyperbole (an overstatement or exaggeration), or to hyperbolic geometry. The following phenomena are described as ''hyperbolic'' because they ...
: And this is the subdivision rule for the Borromean rings, which is hyperbolic: In each case, the subdivision rule would act on some tiling of a sphere (i.e. the night sky), but it is easier to just draw a small part of the night sky, corresponding to a single tile being repeatedly subdivided. This is what happens for the trefoil knot: And for the Borromean rings:


Subdivision rules in higher dimensions

Subdivision rules can easily be generalized to other dimensions. For instance,
barycentric subdivision In mathematics, the barycentric subdivision is a standard way to subdivide a given simplex into smaller ones. Its extension on simplicial complexes is a canonical method to refine them. Therefore, the barycentric subdivision is an important tool i ...
is used in all dimensions. Also, binary subdivision can be generalized to other dimensions (where
hypercube In geometry, a hypercube is an ''n''-dimensional analogue of a square () and a cube (). It is a closed, compact, convex figure whose 1- skeleton consists of groups of opposite parallel line segments aligned in each of the space's dimensions, ...
s get divided by every midplane), as in the proof of the Heine–Borel theorem.


Rigorous definition

A finite subdivision rule R consists of the following. 1. A finite 2-dimensional
CW complex A CW complex (also called cellular complex or cell complex) is a kind of a topological space that is particularly important in algebraic topology. It was introduced by J. H. C. Whitehead (open access) to meet the needs of homotopy theory. This cla ...
S_R, called the subdivision complex, with a fixed cell structure such that S_R is the union of its closed 2-cells. We assume that for each closed 2-cell \tilde of S_R there is a CW structure s on a closed 2-disk such that s has at least two vertices, the vertices and edges of s are contained in \partial s, and the characteristic map \psi_s:s\rightarrow S_R which maps onto \tilde restricts to a homeomorphism onto each open cell. 2. A finite two dimensional CW complex R(S_R), which is a subdivision of S_R. 3.A continuous cellular map \phi_R:R(S_R)\rightarrow S_R called the subdivision map, whose restriction to every open cell is a homeomorphism onto an open cell. Each CW complex s in the definition above (with its given characteristic map \psi_s) is called a tile type. An R-complex for a subdivision rule R is a 2-dimensional CW complex X which is the union of its closed 2-cells, together with a continuous cellular map f:X\rightarrow S_R whose restriction to each open cell is a homeomorphism. We can subdivide X into a complex R(X) by requiring that the induced map f:R(X)\rightarrow R(S_R) restricts to a homeomorphism onto each open cell. R(X) is again an R-complex with map \phi_R \circ f:R(X)\rightarrow S_R. By repeating this process, we obtain a sequence of subdivided R-complexes R^n(X) with maps \phi_R^n\circ f:R^n(X)\rightarrow S_R. Binary subdivision is one example: The subdivision complex can be created by gluing together the opposite edges of the square, making the subdivision complex S_R into a
torus In geometry, a torus (plural tori, colloquially donut or doughnut) is a surface of revolution generated by revolving a circle in three-dimensional space about an axis that is coplanar with the circle. If the axis of revolution does not tou ...
. The subdivision map \phi is the doubling map on the torus, wrapping the meridian around itself twice and the longitude around itself twice. This is a four-fold
covering map A covering of a topological space X is a continuous map \pi : E \rightarrow X with special properties. Definition Let X be a topological space. A covering of X is a continuous map : \pi : E \rightarrow X such that there exists a discrete sp ...
. The plane, tiled by squares, is a subdivision complex for this subdivision rule, with the structure map f:\mathbb^2\rightarrow R(S_R) given by the standard covering map. Under subdivision, each square in the plane gets subdivided into squares of one-fourth the size.


Quasi-isometry properties

Subdivision rules can be used to study the quasi-isometry properties of certain spaces. Given a subdivision rule R and subdivision complex X, we can construct a graph called the history graph that records the action of the subdivision rule. The graph consists of the dual graphs of every stage R^n(X), together with edges connecting each tile in R^n(X) with its subdivisions in R^(X). The quasi-isometry properties of the history graph can be studied using subdivision rules. For instance, the history graph is quasi-isometric to hyperbolic space exactly when the subdivision rule is conformal, as described in the combinatorial Riemann mapping theorem.


Applications

Islamic
Girih ''Girih'' ( fa, گره, "knot", also written ''gereh'') are decorative Islamic geometric patterns used in architecture and handicraft objects, consisting of angled lines that form an interlaced strapwork pattern. ''Girih'' decoration is believ ...
tiles in Islamic architecture are self-similar tilings that can be modeled with finite subdivision rules. In 2007,
Peter J. Lu Peter James Lu, PhD (陸述義) is a post-doctoral research fellow in the Department of Physics and the School of Engineering and Applied Sciences at Harvard University in Cambridge, Massachusetts. He has been recognized for his discoveries of ...
of
Harvard University Harvard University is a private Ivy League research university in Cambridge, Massachusetts. Founded in 1636 as Harvard College and named for its first benefactor, the Puritan clergyman John Harvard, it is the oldest institution of higher le ...
and Professor
Paul J. Steinhardt Paul Joseph Steinhardt (born December 25, 1952) is an American theoretical physicist whose principal research is in cosmology and condensed matter physics. He is currently the Albert Einstein Professor in Science at Princeton University, where he ...
of
Princeton University Princeton University is a private university, private research university in Princeton, New Jersey. Founded in 1746 in Elizabeth, New Jersey, Elizabeth as the College of New Jersey, Princeton is the List of Colonial Colleges, fourth-oldest ins ...
published a paper in the journal ''Science'' suggesting that girih tilings possessed properties consistent with
self-similar __NOTOC__ In mathematics, a self-similar object is exactly or approximately similar to a part of itself (i.e., the whole has the same shape as one or more of the parts). Many objects in the real world, such as coastlines, are statistically se ...
fractal In mathematics, a fractal is a geometric shape containing detailed structure at arbitrarily small scales, usually having a fractal dimension strictly exceeding the topological dimension. Many fractals appear similar at various scales, as illu ...
quasicrystalline A quasiperiodic crystal, or quasicrystal, is a structure that is ordered but not periodic. A quasicrystalline pattern can continuously fill all available space, but it lacks translational symmetry. While crystals, according to the classical c ...
tilings such as Penrose tilings (presentation 1974, predecessor works starting in about 1964) predating them by five centuries.
Subdivision surface In the field of 3D computer graphics, a subdivision surface (commonly shortened to SubD surface) is a curved surface represented by the specification of a coarser polygon mesh and produced by a recursive algorithmic method. The curved surface, t ...
s in computer graphics use subdivision rules to refine a surface to any given level of precision. These subdivision surfaces (such as the Catmull-Clark subdivision surface) take a polygon mesh (the kind used in 3D animated movies) and refines it to a mesh with more polygons by adding and shifting points according to different recursive formulas.D. Zorin.
Subdivisions on arbitrary meshes: algorithms and theory
'. Institute of Mathematical Sciences (Singapore) Lecture Notes Series. 2006.
Although many points get shifted in this process, each new mesh is combinatorially a subdivision of the old mesh (meaning that for every edge and vertex of the old mesh, you can identify a corresponding edge and vertex in the new one, plus several more edges and vertices). Subdivision rules were applied by Cannon, Floyd and Parry (2000) to the study of large-scale growth patterns of biological organisms.J. W. Cannon, W. Floyd and W. Parry
''Crystal growth, biological cell growth and geometry''.
Pattern Formation in Biology, Vision and Dynamics, pp. 65–82. World Scientific, 2000. , .
Cannon, Floyd and Parry produced a mathematical growth model which demonstrated that some systems determined by simple finite subdivision rules can results in objects (in their example, a tree trunk) whose large-scale form oscillates wildly over time even though the local subdivision laws remain the same. Cannon, Floyd and Parry also applied their model to the analysis of the growth patterns of rat tissue. They suggested that the "negatively curved" (or non-euclidean) nature of microscopic growth patterns of biological organisms is one of the key reasons why large-scale organisms do not look like crystals or polyhedral shapes but in fact in many cases resemble self-similar
fractal In mathematics, a fractal is a geometric shape containing detailed structure at arbitrarily small scales, usually having a fractal dimension strictly exceeding the topological dimension. Many fractals appear similar at various scales, as illu ...
s. In particular they suggested that such "negatively curved" local structure is manifested in highly folded and highly connected nature of the brain and the lung tissue.


Cannon's conjecture

Cannon A cannon is a large- caliber gun classified as a type of artillery, which usually launches a projectile using explosive chemical propellant. Gunpowder ("black powder") was the primary propellant before the invention of smokeless powder ...
, Floyd, and
Parry PARRY was an early example of a chatbot, implemented in 1972 by psychiatrist Kenneth Colby. History PARRY was written in 1972 by psychiatrist Kenneth Colby, then at Stanford University. While ELIZA was a tongue-in-cheek simulation of a Rogeria ...
first studied finite subdivision rules in an attempt to prove the following conjecture: Cannon's conjecture: Every
Gromov Gromov (russian: Громов) is a Russian male surname, its feminine counterpart is Gromova (Громова). Gromov may refer to: * Alexander Georgiyevich Gromov (born 1947), Russian politician and KGB officer * Alexander Gromov (born 1959), R ...
hyperbolic group In group theory, more precisely in geometric group theory, a hyperbolic group, also known as a ''word hyperbolic group'' or ''Gromov hyperbolic group'', is a finitely generated group equipped with a word metric satisfying certain properties abstra ...
with a 2-sphere at infinity acts geometrically on
hyperbolic 3-space In mathematics, hyperbolic space of dimension n is the unique simply connected, n-dimensional Riemannian manifold of constant sectional curvature equal to -1. It is homogeneous, and satisfies the stronger property of being a symmetric space. ...
.James W. Cannon
''The combinatorial Riemann mapping theorem''.
Acta Mathematica ''Acta Mathematica'' is a peer-reviewed open-access scientific journal covering research in all fields of mathematics. According to Cédric Villani, this journal is "considered by many to be the most prestigious of all mathematical research journ ...
173 (1994), no. 2, pp. 155–234.
Here, a geometric action is a cocompact, properly discontinuous action by isometries. This conjecture was partially solved by Grigori Perelman in his proof of the geometrization conjecture, which states (in part) than any Gromov hyperbolic group that is a 3-manifold group must act geometrically on hyperbolic 3-space. However, it still remains to show that a Gromov hyperbolic group with a 2-sphere at infinity is a 3-manifold group. Cannon and Swenson showed J. W. Cannon and E. L. Swenson, ''Recognizing constant curvature discrete groups in dimension 3''.
Transactions of the American Mathematical Society The ''Transactions of the American Mathematical Society'' is a monthly peer-reviewed scientific journal of mathematics published by the American Mathematical Society. It was established in 1900. As a requirement, all articles must be more than 15 p ...
350 (1998), no. 2, pp. 809–849.
that a hyperbolic group with a 2-sphere at infinity has an associated subdivision rule. If this subdivision rule is conformal in a certain sense, the group will be a 3-manifold group with the geometry of hyperbolic 3-space.


Combinatorial Riemann mapping theorem

Subdivision rules give a sequence of tilings of a surface, and tilings give an idea of distance, length, and area (by letting each tile have length and area 1). In the limit, the distances that come from these tilings may converge in some sense to an analytic structure on the surface. The Combinatorial Riemann Mapping Theorem gives necessary and sufficient conditions for this to occur. Its statement needs some background. A tiling T of a ring R (i.e., a closed annulus) gives two invariants, M_ (R,T) and m_ (R,T), called approximate moduli. These are similar to the classical modulus of a ring. They are defined by the use of weight functions. A weight function \rho assigns a non-negative number called a weight to each tile of T. Every path in R can be given a length, defined to be the sum of the weights of all tiles in the path. Define the height H(\rho) of R under \rho to be the infimum of the length of all possible paths connecting the inner boundary of R to the outer boundary. The circumference C(\rho) of R under \rho is the infimum of the length of all possible paths circling the ring (i.e. not nullhomotopic in R). The areaA(\rho) of R under \rho is defined to be the sum of the squares of all weights in R. Then define : M_ (R,T)=\sup \frac, : m_ (R,T)=\inf \frac. Note that they are invariant under scaling of the metric. A sequence T_1,T_2,\ldots of tilings is conformal (K) if mesh approaches 0 and: # For each ring R, the approximate moduli M_(R,T_i) and m_(R,T_i), for all i sufficiently large, lie in a single interval of the form ,Kr/math>; and # Given a point x in the surface, a neighborhood N of x, and an integer I, there is a ring R in N\smallsetminus\ separating ''x'' from the complement of N, such that for all large i the approximate moduli of R are all greater than I.


Statement of theorem

If a sequence T_1,T_2,\ldots of tilings of a surface is conformal (K) in the above sense, then there is a
conformal structure In mathematics, conformal geometry is the study of the set of angle-preserving ( conformal) transformations on a space. In a real two dimensional space, conformal geometry is precisely the geometry of Riemann surfaces. In space higher than two d ...
on the surface and a constant K' depending only on K in which the classical moduli and approximate moduli (from T_i for i sufficiently large) of any given annulus are K'-comparable, meaning that they lie in a single interval ,K'r/math>.


Consequences

The Combinatorial Riemann Mapping Theorem implies that a group G acts geometrically on \mathbb^3 if and only if it is Gromov hyperbolic, it has a sphere at infinity, and the natural subdivision rule on the sphere gives rise to a sequence of tilings that is conformal in the sense above. Thus, Cannon's conjecture would be true if all such subdivision rules were conformal.


References


External links


Bill Floyd's research page
This page contains most of the research papers by Cannon, Floyd and Parry on subdivision rules, as well as a gallery of subdivision rules. {{Areas of mathematics , collapsed Fractals Geometry