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In
linear algebra Linear algebra is the branch of mathematics concerning linear equations such as :a_1x_1+\cdots +a_nx_n=b, linear maps such as :(x_1, \ldots, x_n) \mapsto a_1x_1+\cdots +a_nx_n, and their representations in vector spaces and through matrix (mathemat ...
,
functional analysis Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure (for example, Inner product space#Definition, inner product, Norm (mathematics ...
and related areas of
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 quasinorm is similar to a norm in that it satisfies the norm axioms, except that the
triangle inequality In mathematics, the triangle inequality states that for any triangle, the sum of the lengths of any two sides must be greater than or equal to the length of the remaining side. This statement permits the inclusion of Degeneracy (mathematics)#T ...
is replaced by \, x + y\, \leq K(\, x\, + \, y\, ) for some K > 1.


Definition

A on a vector space X is a real-valued map p on X that satisfies the following conditions:
  1. : p \geq 0;
  2. : p(s x) = , s, p(x) for all x \in X and all scalars s;
  3. there exists a real k \geq 1 such that p(x + y) \leq k (x) + p(y)/math> for all x, y \in X. * If k = 1 then this inequality reduces to the
    triangle inequality In mathematics, the triangle inequality states that for any triangle, the sum of the lengths of any two sides must be greater than or equal to the length of the remaining side. This statement permits the inclusion of Degeneracy (mathematics)#T ...
    . It is in this sense that this condition generalizes the usual triangle inequality.
A is a quasi-seminorm that also satisfies:
  1. Positive definite/: if x \in X satisfies p(x) = 0, then x = 0.
A pair (X, p) consisting of a
vector space In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
X and an associated quasi-seminorm p is called a . If the quasi-seminorm is a quasinorm then it is also called a . Multiplier The
infimum 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 ...
of all values of k that satisfy condition (3) is called the of p. The multiplier itself will also satisfy condition (3) and so it is the unique smallest real number that satisfies this condition. The term is sometimes used to describe a quasi-seminorm whose multiplier is equal to k. A (respectively, a ) is just a quasinorm (respectively, a quasi-seminorm) whose multiplier is 1. Thus every
seminorm In mathematics, particularly in functional analysis, a seminorm is like a Norm (mathematics), norm but need not be positive definite. Seminorms are intimately connected with convex sets: every seminorm is the Minkowski functional of some Absorbing ...
is a quasi-seminorm and every norm is a quasinorm (and a quasi-seminorm).


Topology

If p is a quasinorm on X then p induces a vector topology on X whose neighborhood basis at the origin is given by the sets: \ as n ranges over the positive integers. A
topological vector space In mathematics, a topological vector space (also called a linear topological space and commonly abbreviated TVS or t.v.s.) is one of the basic structures investigated in functional analysis. A topological vector space is a vector space that is als ...
with such a topology is called a or just a . Every quasinormed topological vector space is pseudometrizable. A complete quasinormed space is called a . Every
Banach space In mathematics, more specifically in functional analysis, a Banach space (, ) is a complete normed vector space. Thus, a Banach space is a vector space with a metric that allows the computation of vector length and distance between vectors and ...
is a quasi-Banach space, although not conversely.


Related definitions

A quasinormed space (A, \, \,\cdot\, \, ) is called a if the vector space A is an
algebra Algebra is a branch of mathematics that deals with abstract systems, known as algebraic structures, and the manipulation of expressions within those systems. It is a generalization of arithmetic that introduces variables and algebraic ope ...
and there is a constant K > 0 such that \, x y\, \leq K \, x\, \cdot \, y\, for all x, y \in A. A complete quasinormed algebra is called a .


Characterizations

A
topological vector space In mathematics, a topological vector space (also called a linear topological space and commonly abbreviated TVS or t.v.s.) is one of the basic structures investigated in functional analysis. A topological vector space is a vector space that is als ...
(TVS) is a quasinormed space if and only if it has a bounded neighborhood of the origin.


Examples

Since every norm is a quasinorm, every
normed 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 p ...
is also a quasinormed space. L^p spaces with 0 < p < 1 The L^p spaces for 0 < p < 1 are quasinormed spaces (indeed, they are even
F-space In functional analysis, an F-space is a vector space X over the real or complex numbers together with a metric d : X \times X \to \R such that # Scalar multiplication in X is continuous with respect to d and the standard metric on \R or \Complex ...
s) but they are not, in general,
normable In mathematics, a norm is a function (mathematics), function from a real or complex vector space to the non-negative real numbers that behaves in certain ways like the distance from the Origin (mathematics), origin: it Equivariant map, commutes w ...
(meaning that there might not exist any norm that defines their topology). For 0 < p < 1, the Lebesgue space L^p(
, 1 The comma is a punctuation mark that appears in several variants in different languages. Some typefaces render it as a small line, slightly curved or straight, but inclined from the vertical; others give it the appearance of a miniature fille ...
is a complete metrizable TVS (an
F-space In functional analysis, an F-space is a vector space X over the real or complex numbers together with a metric d : X \times X \to \R such that # Scalar multiplication in X is continuous with respect to d and the standard metric on \R or \Complex ...
) that is
locally convex In functional analysis and related areas of mathematics, locally convex topological vector spaces (LCTVS) or locally convex spaces are examples of topological vector spaces (TVS) that generalize normed spaces. They can be defined as topological vec ...
(in fact, its only
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 ...
open subsets are itself L^p(
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and the empty set) and the
continuous linear functional In functional analysis and related areas of mathematics, a continuous linear operator or continuous linear mapping is a continuous linear transformation between topological vector spaces. An operator between two normed spaces is a bounded linear ...
on L^p(
, 1 The comma is a punctuation mark that appears in several variants in different languages. Some typefaces render it as a small line, slightly curved or straight, but inclined from the vertical; others give it the appearance of a miniature fille ...
is the constant 0 function . In particular, the Hahn-Banach theorem does hold for L^p(
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when 0 < p < 1.


See also

* * * *


References

* * * * * * * {{Banach spaces Linear algebra Norms (mathematics)