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
space, where
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
space (with
) are "slimmer" than corresponding "model triangles" in a standard space of
constant curvature . In a
space, the curvature is bounded from above by
. A notable special case is
;
complete 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 “
domains”.
The terminology
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 ...
, let
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
. Denote by
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
, which is
if
and is
if
.
Let
be a
geodesic metric space, i.e. a metric space for which every two points
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 , whose length
:
is precisely
. Let
be a triangle in
with geodesic segments as its sides.
is said to satisfy the
inequality if there is a
comparison triangle in the model space
, with sides of the same length as the sides of
, such that distances between points on
are less than or equal to the distances between corresponding points on
.
The geodesic metric space
is said to be a
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 ...
in
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
satisfies the
inequality. A (not-necessarily-geodesic) metric space
is said to be a space with curvature
if every point of
has a
geodesically convex 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
may be said to have
non-positive curvature.
Examples
* Any
space
is also a
space for all
. In fact, the converse holds: if
is a
space for all
, then it is a
space.
* The
-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 ...
with its usual metric is a
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
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
space for some real
, then it is an inner product space.
* The
-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 ...
with its usual metric is a
space, and hence a
space as well.
* The
-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 ...
is a
space.
* More generally, the standard space
is a
space. So, for example, regardless of dimension, the sphere of radius
(and constant curvature
) is a
space. Note that the diameter of the sphere is
(as measured on the surface of the sphere) not
(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 ...
is not a
space since it is not geodesically convex (for example, the points
and
cannot be joined by a geodesic in
with arc length 2), but every point of
does have a
geodesically convex neighbourhood, so
is a space of curvature
.
* The closed subspace
of
given by
equipped with the induced length metric is ''not'' a
space for any
.
* Any product of
spaces is
. (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
are two geodesics in ''X'' defined on the same
interval of time ''I'', then the function
given by
:
is convex in ''t''.
Properties of CAT(''k'') spaces
Let
be a
space. Then the following properties hold:
* Given any two points
(with
if
), there is a unique geodesic segment that joins
to
; moreover, this segment varies continuously as a function of its endpoints.
* Every local geodesic in
with length at most
is a geodesic.
* The
-
balls in
of radius less than
are (geodesically) convex.
* The
-balls in
of radius less than
are contractible.
* Approximate midpoints are close to midpoints in the following sense: for every
and every
there exists a
such that, if
is the midpoint of a geodesic segment from
to
with
and
then
.
* It follows from these properties that, for
the universal cover of every
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
-sphere
shows, there is, in general, no hope for a
space to be contractible if
.
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.
:
Taking geodesic polar coordinates with origin at so that , convexity is equivalent to
:
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