Hilbert metric In mathematics , the Hilbert metric , also known as the Hilbert projective metric , is an explicitly defined distance function on a bounded convex subset of the n -dimensional Euclidean space R n . It was introduced by as a generalization of the Cayley's formula for the distance in the Cayley–Klein model of hyperbolic geometry , where the convex set is the n -dimensional open unit ball . Hilbert's metric has been applied to Perron–Frobenius theory and to constructing Gromov hyperbolic spaces .Definition Let Ω be a convex open domain in a Euclidean space that does not contain a line . Given two distinct points A and B of Ω, let X and Y be the points at which the straight line AB intersects the boundary of Ω, where the order of the points is X , A , B , Y . Then the d is the logarithm of the cross-ratio of this quadruple of points: The function d is extended to all pairs of points by letting d = 0 and defines a metric on Ω. If one of the points A and B lies on the boundary of Ω then d can be formally defined to be +∞, corresponding to a limiting case of the above formula when one of the denominators is zero. Hilbert balls in convex polygonal domains have . A variant of this construction arises for a closed convex cone K in a Banach space V . In addition, the cone K is assumed to be pointed , i.e. K ∩ = and thus K determines a partial order on V . Given any vectors v and w in K \ , one first defines The Hilbert pseudometric on K \ is then defined by the formula It is invariant under the rescaling of v and w by positive constants and so descends to a metric on the space of rays of K , which is interpreted as the projectivization of K . Moreover, if K ⊂ R × V is the cone over a convex set Ω, then the space of rays of K is canonically isomorphic to Ω. If v and w are vectors in rays in K corresponding to the points A , B ∈ Ω then these two formulas for d yield the same value of the distance.Examples In the case where the domain Ω is a unit ball in R n , the formula for d coincides with the expression for the distance between points in the Cayley–Klein model of hyperbolic geometry, up to a multiplicative constant. If the cone K is the positive orthant in R n then the induced metric on the projectivization of K is often called simply Hilbert's projective metric . This cone corresponds to a domain Ω which is a regular simplex of dimension n − 1.Motivation and applications Hilbert introduced his metric in order to construct an axiomatic metric geometry in which there exist triangles ABC whose vertices A , B , C are not collinear , yet one of the sides is equal to the sum of the other two — it follows that the shortest path connecting two points is not unique in this geometry. In particular, this happens when the convex set Ω is a Euclidean triangle and the straight line extensions of the segments AB , BC , AC do not meet the interior of one of the sides of Ω. Garrett Birkhoff used Hilbert's metric and the Banach contraction principle to rederive the Perron–Frobenius theorem in finite-dimensional linear algebra and its analogues for integral operators with positive kernels. Birkhoff's ideas have been further developed and used to establish various nonlinear generalizations of the Perron-Frobenius theorem , which have found significant uses in computer science , mathematical biology , game theory , dynamical systems theory , and ergodic theory. Generalizing earlier results of Anders Karlsson and Guennadi Noskov, Yves Benoist determined a system of necessary and sufficient conditions for a bounded convex domain in R n , endowed with its Hilbert metric, to be a Gromov hyperbolic space .
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