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In
mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, a \mathbf(k) space, where k is a real number, is a specific type of
metric space In mathematics, a metric space is a Set (mathematics), set together with a notion of ''distance'' between its Element (mathematics), elements, usually called point (geometry), points. The distance is measured by a function (mathematics), functi ...
. Intuitively,
triangle A triangle is a polygon with three corners and three sides, one of the basic shapes in geometry. The corners, also called ''vertices'', are zero-dimensional points while the sides connecting them, also called ''edges'', are one-dimension ...
s in a \operatorname(k) space (with k<0) are "slimmer" than corresponding "model triangles" in a standard space of constant curvature k. In a \operatorname(k) space, the curvature is bounded from above by k. A notable special case is k=0; complete \operatorname(0) spaces are known as " Hadamard spaces" after the French
mathematician A mathematician is someone who uses an extensive knowledge of mathematics in their work, typically to solve mathematical problems. Mathematicians are concerned with numbers, data, quantity, mathematical structure, structure, space, Mathematica ...
Jacques Hadamard Jacques Salomon Hadamard (; 8 December 1865 – 17 October 1963) was a French mathematician who made major contributions in number theory, complex analysis, differential geometry, and partial differential equations. Biography The son of a tea ...
. Originally, Aleksandrov called these spaces “\mathfrak_k domains”. The terminology \operatorname(k) was coined by Mikhail Gromov in 1987 and is an
acronym An acronym is a type of abbreviation consisting of a phrase whose only pronounced elements are the initial letters or initial sounds of words inside that phrase. Acronyms are often spelled with the initial Letter (alphabet), letter of each wor ...
for
Élie Cartan Élie Joseph Cartan (; 9 April 1869 – 6 May 1951) was an influential French mathematician who did fundamental work in the theory of Lie groups, differential systems (coordinate-free geometric formulation of PDEs), and differential geometry. He ...
,
Aleksandr Danilovich Aleksandrov Aleksandr Danilovich Aleksandrov (; 4 August 1912 – 27 July 1999) was a Soviet and Russian mathematician, physicist, philosopher and mountaineer. Personal life Aleksandr Aleksandrov was born in 1912 in Volyn, Ryazan Oblast. His father was ...
and
Victor Andreevich Toponogov Victor Andreevich Toponogov (; March 6, 1930 – November 21, 2004) was an outstanding Russian mathematician, noted for his contributions to differential geometry and so-called Riemannian geometry "in the large". Biography After finishing ...
(although Toponogov never explored curvature bounded above in publications).


Definitions

For a
real number In mathematics, a real number is a number that can be used to measure a continuous one- dimensional quantity such as a duration or temperature. Here, ''continuous'' means that pairs of values can have arbitrarily small differences. Every re ...
k, let M_k denote the unique complete
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 (topology), path between two points can be continuously transformed into any other such path while preserving ...
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 ...
(real 2-dimensional
Riemannian manifold In differential geometry, a Riemannian manifold is a geometric space on which many geometric notions such as distance, angles, length, volume, and curvature are defined. Euclidean space, the N-sphere, n-sphere, hyperbolic space, and smooth surf ...
) with constant curvature k. Denote by D_k the
diameter In geometry, a diameter of a circle is any straight line segment that passes through the centre of the circle and whose endpoints lie on the circle. It can also be defined as the longest Chord (geometry), chord of the circle. Both definitions a ...
of M_k, which is \infty if k \leq 0 and is \frac if k>0. Let (X,d) be a geodesic metric space, i.e. a metric space for which every two points x,y\in X can be joined by a geodesic segment, an
arc length Arc length is the distance between two points along a section of a curve. Development of a formulation of arc length suitable for applications to mathematics and the sciences is a problem in vector calculus and in differential geometry. In the ...
parametrized continuous curve \gamma\colon ,b\to X,\ \gamma(a) = x,\ \gamma(b) = y, whose length :L(\gamma) = \sup \left\ is precisely d(x,y). Let \Delta be a triangle in X with geodesic segments as its sides. \Delta is said to satisfy the \mathbf(k) inequality if there is a comparison triangle \Delta' in the model space M_k, with sides of the same length as the sides of \Delta, such that distances between points on \Delta are less than or equal to the distances between corresponding points on \Delta'. The geodesic metric space (X,d) is said to be a \mathbf(k) space if every
geodesic triangle In geometry, a geodesic () is a curve representing in some sense the locally shortest path ( arc) between two points in a surface, or more generally in a Riemannian manifold. The term also has meaning in any differentiable manifold with a conne ...
\Delta in X with
perimeter A perimeter is the length of a closed boundary that encompasses, surrounds, or outlines either a two-dimensional shape or a one-dimensional line. The perimeter of a circle or an ellipse is called its circumference. Calculating the perimet ...
less than 2D_k satisfies the \operatorname(k) inequality. A (not-necessarily-geodesic) metric space (X,\,d) is said to be a space with curvature \leq k if every point of X has a geodesically convex \operatorname(k)
neighbourhood A neighbourhood (Commonwealth English) or neighborhood (American English) is a geographically localized community within a larger town, city, suburb or rural area, sometimes consisting of a single street and the buildings lining it. Neighbourh ...
. A space with curvature \leq 0 may be said to have non-positive curvature.


Examples

* Any \operatorname(k) space (X,d) is also a \operatorname(\ell) space for all \ell>k. In fact, the converse holds: if (X,d) is a \operatorname(\ell) space for all \ell>k, then it is a \operatorname(k) space. * The n-dimensional
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are ''Euclidean spaces ...
\mathbf^n with its usual metric is a \operatorname(0) space. More generally, any real
inner product space In mathematics, an inner product space (or, rarely, a Hausdorff pre-Hilbert space) is a real vector space or a complex vector space with an operation called an inner product. The inner product of two vectors in the space is a scalar, ofte ...
(not necessarily complete) is a \operatorname(0) space; conversely, if a real
normed vector space The Ateliers et Chantiers de France (ACF, Workshops and Shipyards of France) was a major shipyard that was established in Dunkirk, France, in 1898. The shipyard boomed in the period before World War I (1914–18), but struggled in the inter-war ...
is a \operatorname(k) space for some real k, then it is an inner product space. * The n-dimensional
hyperbolic 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 symme ...
\mathbf^n with its usual metric is a \operatorname(-1) space, and hence a \operatorname(0) space as well. * The n-dimensional
unit sphere In mathematics, a unit sphere is a sphere of unit radius: the locus (mathematics), set of points at Euclidean distance 1 from some center (geometry), center point in three-dimensional space. More generally, the ''unit -sphere'' is an n-sphere, -s ...
\mathbf^n is a \operatorname(1) space. * More generally, the standard space M_k is a \operatorname(k) space. So, for example, regardless of dimension, the sphere of radius r (and constant curvature \frac) is a \operatorname\left(\frac\right) space. Note that the diameter of the sphere is \pi r (as measured on the surface of the sphere) not 2r (as measured by going through the centre of the sphere). * The
punctured plane In topology, puncturing a manifold is removing a finite set of points from that manifold. The set of points can be small as a single point. In this case, the manifold is known as once-punctured. With the removal of a second point, it becomes twice ...
\Pi = \mathbf^2\backslash\ is not a \operatorname(0) space since it is not geodesically convex (for example, the points (0,1) and (0,-1) cannot be joined by a geodesic in \Pi with arc length 2), but every point of \Pi does have a \operatorname(0) geodesically convex neighbourhood, so \Pi is a space of curvature \leq 0. * The closed subspace X of \mathbf^3 given by X = \mathbf^ \setminus \ equipped with the induced length metric is ''not'' a \operatorname(k) space for any k. * Any product of \operatorname(0) spaces is \operatorname(0). (This does not hold for negative arguments.)


Hadamard spaces

As a special case, a complete CAT(0) space is also known as a Hadamard space; this is by analogy with the situation for Hadamard manifolds. A Hadamard space is
contractible In mathematics, a topological space ''X'' is contractible if the identity map on ''X'' is null-homotopic, i.e. if it is homotopic to some constant map. Intuitively, a contractible space is one that can be continuously shrunk to a point within t ...
(it has the
homotopy type In topology, two continuous functions from one topological space to another are called homotopic (from and ) if one can be "continuously deformed" into the other, such a deformation being called a homotopy ( ; ) between the two functions. A ...
of a single point) and, between any two points of a Hadamard space, there is a unique geodesic segment connecting them (in fact, both properties also hold for general, possibly incomplete, CAT(0) spaces). Most importantly, distance functions in Hadamard spaces are
convex Convex or convexity may refer to: Science and technology * Convex lens, in optics Mathematics * Convex set, containing the whole line segment that joins points ** Convex polygon, a polygon which encloses a convex set of points ** Convex polytop ...
: if \sigma_1, \sigma_2 are two geodesics in ''X'' defined on the same interval of time ''I'', then the function I\to \R given by :t \mapsto d \big( \sigma_ (t), \sigma_ (t) \big) is convex in ''t''.


Properties of CAT(''k'') spaces

Let (X,d) be a \operatorname(k) space. Then the following properties hold: * Given any two points x,y\in X (with d(x,y)< D_k if k> 0), there is a unique geodesic segment that joins x to y; moreover, this segment varies continuously as a function of its endpoints. * Every local geodesic in X with length at most D_k is a geodesic. * The d- balls in X of radius less than D_k/2 are (geodesically) convex. * The d-balls in X of radius less than D_k are contractible. * Approximate midpoints are close to midpoints in the following sense: for every \lambda < D_k and every \epsilon > 0 there exists a \delta = \delta(k,\lambda,\epsilon) > 0 such that, if m is the midpoint of a geodesic segment from x to y with d(x,y)\leq \lambda and \max \bigl\ \leq \frac1 d(x, y) + \delta, then d(m,m') < \epsilon. * It follows from these properties that, for k\leq 0 the universal cover of every \operatorname(k) space is contractible; in particular, the higher
homotopy group In mathematics, homotopy groups are used in algebraic topology to classify topological spaces. The first and simplest homotopy group is the fundamental group, denoted \pi_1(X), which records information about loops in a space. Intuitively, homo ...
s of such a space are trivial. As the example of the n-sphere \mathbf^n shows, there is, in general, no hope for a \operatorname(k) space to be contractible if k > 0.


Surfaces of non-positive curvature

In a region where the curvature of the surface satisfies , geodesic triangles satisfy the CAT(0) inequalities of comparison geometry, studied by Cartan, Alexandrov and Toponogov, and considered later from a different point of view by Bruhat and Tits. Thanks to the vision of Gromov, this characterisation of non-positive curvature in terms of the underlying metric space has had a profound impact on modern geometry and in particular
geometric group theory Geometric group theory is an area in mathematics devoted to the study of finitely generated groups via exploring the connections between algebraic properties of such groups and topological and geometric properties of spaces on which these group ...
. Many results known for smooth surfaces and their geodesics, such as Birkhoff's method of constructing geodesics by his curve-shortening process or van Mangoldt and Hadamard's theorem that a
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 (topology), path between two points can be continuously transformed into any other such path while preserving ...
surface of non-positive curvature is homeomorphic to the plane, are equally valid in this more general setting.


Alexandrov's comparison inequality

The simplest form of the comparison inequality, first proved for surfaces by Alexandrov around 1940, states that The inequality follows from the fact that if describes a geodesic parametrized by arclength and is a fixed point, then : is a
convex function In mathematics, a real-valued function is called convex if the line segment between any two distinct points on the graph of a function, graph of the function lies above or on the graph between the two points. Equivalently, a function is conve ...
, i.e. :\ddot(t) \ge 0. Taking geodesic polar coordinates with origin at so that , convexity is equivalent to : r\ddot + \dot^2 \ge 1. Changing to normal coordinates , at , this inequality becomes :, where corresponds to the unit vector . This follows from the inequality , a consequence of the non-negativity of the derivative of the
Wronskian In mathematics, the Wronskian of ''n'' differentiable functions is the determinant formed with the functions and their derivatives up to order . It was introduced in 1812 by the Polish mathematician Józef Wroński, and is used in the study of ...
of and from
Sturm–Liouville theory In mathematics and its applications, a Sturm–Liouville problem is a second-order linear ordinary differential equation of the form \frac \left (x) \frac\right+ q(x)y = -\lambda w(x) y for given functions p(x), q(x) and w(x), together with some ...
.;


See also

* Cartan–Hadamard theorem


References

* * * * * * * {{cite book , last = Hindawi , first = Mohamad A. , title = Asymptotic invariants of Hadamard manifolds , publisher = PhD thesis , location = University of Pennsylvania , url = http://www.math.upenn.edu/grad/dissertations/HindawiThesis.pdf , year = 2005 Metric geometry