All Topics  
Brouwer fixed point theorem

 

   Email Print
   Bookmark   Link






 

Brouwer fixed point theorem



 
 
In mathematics
Mathematics

Mathematics is the study of quantity, structure, space, change, and related topics of pattern and form. Mathematicians seek out patterns whether found in numbers, space, natural science, computers, imaginary abstractions, or elsewhere....
, the Brouwer fixed point theorem is an important fixed point theorem that applies to finite-dimensional spaces and which forms the basis for several general fixed point theorems. It is named after Dutch mathematician L. E. J. Brouwer.

theorem states that every continuous function
Continuous function (topology)

In topology and related areas of mathematics a continuous function is a morphism between topological spaces. Intuitively, this is a function f where a set of points near f always contain the of a set of points near x....
 from the closed unit ball
Unit ball

In mathematics, a unit sphere is the set of points of distance 1 from a fixed central point, where a generalized concept of distance may be used; a closed unit ball is the set of points of distance less than or equal to 1 from a fixed central point....
 Dn to itself has at least one fixed point
Fixed point (mathematics)

In mathematics, a fixed point of a function is a point that is mapped to itself by the function. That is to say, x is a fixed point of the function f if and only if f = x....
. In this theorem, n is any positive integer
Integer

The integers are natural numbers including 0 and their negative and non-negative numberss . They are numbers that can be written without a fractional or decimal component, and fall within the set ....
, and the closed unit ball is the set of all points in Euclidean n-space
Euclidean space

Around 300 Before Christ, the Ancient Greece mathematician Euclid undertook a study of relationships among distances and angles, first in a plane and then in space....
 Rn which are at distance at most 1 from the origin. A fixed point of a function f : Dn ? Dn is a point x in Dn such that f(x) = x.

theorem has several "real world" illustrations.






Discussion
Ask a question about 'Brouwer fixed point theorem'
Start a new discussion about 'Brouwer fixed point theorem'
Answer questions from other users
Full Discussion Forum



Encyclopedia


In mathematics
Mathematics

Mathematics is the study of quantity, structure, space, change, and related topics of pattern and form. Mathematicians seek out patterns whether found in numbers, space, natural science, computers, imaginary abstractions, or elsewhere....
, the Brouwer fixed point theorem is an important fixed point theorem that applies to finite-dimensional spaces and which forms the basis for several general fixed point theorems. It is named after Dutch mathematician L. E. J. Brouwer.

Statement

The theorem states that every continuous function
Continuous function (topology)

In topology and related areas of mathematics a continuous function is a morphism between topological spaces. Intuitively, this is a function f where a set of points near f always contain the of a set of points near x....
 from the closed unit ball
Unit ball

In mathematics, a unit sphere is the set of points of distance 1 from a fixed central point, where a generalized concept of distance may be used; a closed unit ball is the set of points of distance less than or equal to 1 from a fixed central point....
 Dn to itself has at least one fixed point
Fixed point (mathematics)

In mathematics, a fixed point of a function is a point that is mapped to itself by the function. That is to say, x is a fixed point of the function f if and only if f = x....
. In this theorem, n is any positive integer
Integer

The integers are natural numbers including 0 and their negative and non-negative numberss . They are numbers that can be written without a fractional or decimal component, and fall within the set ....
, and the closed unit ball is the set of all points in Euclidean n-space
Euclidean space

Around 300 Before Christ, the Ancient Greece mathematician Euclid undertook a study of relationships among distances and angles, first in a plane and then in space....
 Rn which are at distance at most 1 from the origin. A fixed point of a function f : Dn ? Dn is a point x in Dn such that f(x) = x.

Illustrations

The theorem has several "real world" illustrations. For example: take two sheets of graph paper of equal size with coordinate systems on them, lay one flat on the table and crumple up (without ripping or tearing) the other one and place it any fashion on top of the first so that the crumpled paper does not reach outside the flat one. There will then be at least one point of the crumpled sheet that lies exactly on top of its corresponding point (i.e. the point with the same coordinates) of the flat sheet. This is a consequence of the n = 2 case of Brouwer's theorem applied to the continuous map that assigns to the coordinates of every point of the crumpled sheet the coordinates of the point of the flat sheet immediately beneath it.

In three dimensions the consequence of the Brouwer fixed point theorem is that no matter how much you stir or shake a cocktail in a glass some point in the liquid will remain in the exact same place in the glass as before you took any action, assuming that the final position of each point is a continuous function of its original position, and that the liquid after stirring or shaking is contained within the space originally taken up by it.

Another consequence of the case n = 3 is given by an informational display of a map in, for example, an airport terminal. The function that sends points of the terminal to their image on the map is continuous and therefore has a fixed point, usually indicated by a cross or arrow with the text You are here. A similar display outside the terminal would violate the condition that the function is "to itself" and fail to have a fixed point. For this example, the existence of a fixed point is also a consequence of the Banach fixed point theorem
Banach fixed point theorem

The Banach fixed point theorem is an important tool in the theory of metric spaces; it guarantees the existence and uniqueness of fixed point of certain self maps of metric spaces, and provides a constructive method to find those fixed points....
, since the function mapping points in space to the display is a contraction mapping
Contraction mapping

In mathematics, a contraction mapping, or contraction, on a metric space is a function f from M to itself, with the property that there is some real number such that, for all...
.

History

The Brouwer fixed point theorem was one of the early achievements of algebraic topology
Algebraic topology

Algebraic topology is a branch of mathematics which uses tools from abstract algebra to study topological spaces. The basic goal is to find algebraic invariant that classification theorem topological spaces up to homeomorphism....
, and is the basis of more general fixed point theorems which are important in functional analysis
Functional analysis

Functional analysis is the branch of mathematics, and specifically of mathematical analysis, concerned with the study of vector spaces and operators acting upon them....
. The case n = 3 first was proved by Piers Bohl
Piers Bohl

Piers Bohl was a Latvian mathematician, who worked in differential equations, topology and quasi-periodic functions.He was born in 1865 in Walk, Livonia, in the family of a poor Baltic German merchant....
 in 1904 (published in Journal für die reine und angewandte Mathematik). It was later proved by L. E. J. Brouwer
Luitzen Egbertus Jan Brouwer

Luitzen Egbertus Jan Brouwer ['l?yt.s?n ?x.'b??.t?s j?n 'b??u.??] , usually cited as L. E. J. Brouwer but known to his friends as Bertus, was a Netherlands mathematician and philosopher, a graduate of the University of Amsterdam, who worked in topology, set theory, measure theory and complex analysis....
 in 1909. Jacques Hadamard
Jacques Hadamard

Jacques Salomon Hadamard was a France mathematician best known for his proof of the prime number theorem in 1896....
 proved the general case in 1910, and Brouwer found a different proof in 1912. Since these early proofs were all non-constructive indirect proofs, they ran contrary to Brouwer's intuitionist ideals. Methods to construct (approximations to) fixed points guaranteed by Brouwer's theorem are now known, however; see for example (Karamadian 1977) and (Istratescu 1981).

Proof outlines

A full proof of the theorem would be too long to reproduce here, but the following outlines a proof omitting the most difficult part. The proof uses the observation that the boundary
Boundary (topology)

In topology, the boundary of a subset S of a topological space X is the set of points which can be approached both from S and from the outside of S....
 of Dn is Sn − 1, the (n − 1)-sphere
Sphere

A sphere is a symmetrical geometrical object. In non-mathematical usage, the term is used to refer either to a round ball or to its two-dimensional surface....
.

Brouwer Fixed Point Theorem Retraction
The argument proceeds by contradiction, supposing that a continuous function f : Dn ? Dn has no fixed point, and then attempting to derive an inconsistency, which proves that the function must in fact have a fixed point. For each x in Dn, there is only one straight line that passes through f(x) and x, because it must be the case that f(x) and x are distinct by hypothesis (recall that f having no fixed points means that f(x) ? x). Following this line from f(x) through x leads to a point on Sn − 1, denoted by F(x). This defines a continuous function F : Dn ? Sn − 1, which is a special type of continuous function known as a retraction: every point of the codomain
Codomain

In mathematics, the codomain, range or target set, of a function , described symbolically as ' : ' ? ', is the set ' into which all of the output of the function is constrained to fall....
 (in this case Sn − 1) is a fixed point of the function.

Intuitively it seems unlikely that there could be a retraction of Dn onto Sn − 1, and in the case n = 1 it is obviously impossible because S 0 (i.e., the endpoints of the closed interval D 1) is not even connected. The case n = 2 is less obvious, but can be proven by using basic arguments involving the fundamental group
Fundamental group

In mathematics, more specifically algebraic topology, the fundamental group or Poincar? group is a group associated to any given pointed space that provides a way of determining when two paths, starting and ending at a fixed base point, can be continuously deformed into each other....
s of the respective spaces: the retraction would induce an injective group homomorphism
Group homomorphism

In mathematics, given two group and , a group homomorphism from to is a function h : G ? H such that for all u and v in G it holds that...
 from the fundamental group of S 1 to that of D 2, but the first group is isomorphic to Z while the latter group is trivial, so this is impossible. The case n = 2 can also be proven by contradiction based on a theorem about non-vanishing vector field
Vector field

In mathematics a vector field is a construction in vector calculus which associates a vector to every point in a Euclidean space.Vector fields are often used in physics to model, for example, the speed and direction of a moving fluid throughout space, or the strength and direction of some force, such as the magnetic field or gravity for...
s.

For n > 2, however, proving the impossibility of the retraction is more difficult. One way is to make use of homology groups
Homology (mathematics)

In mathematics , homology is a certain general procedure to associate a sequence of abelian groups or module with a given mathematical object such as a topological space or a group ....
: it can be shown that the homology Hn − 1(Dn) is trivial, while Hn − 1(S n − 1) is infinite cyclic
Cyclic group

In group theory, a cyclic group or monogenous group is a group that can be generating set of a group by a single element, in the sense that the group has an element g such that, when written multiplicatively, every element of the group is a power of g ....
. This shows that the retraction is impossible, because again the retraction would induce an injective group homomorphism from the latter to the former group.

There is also an almost elementary combinatorial proof
Combinatorial proof

In mathematics, the term combinatorial proof is often used to mean either of two types of mathematical proof:* A proof by double counting ....
. Its main step consists in establishing Sperner's lemma
Sperner's lemma

In mathematics, Sperner's lemma is a combinatorics analogy of the Brouwer fixed point theorem. Sperner's lemma states that every Sperner coloring of a triangulation of an n-dimensional simplex contains a cell colored with a complete set of colors....
 in n dimensions.

There is also a quick proof, by Morris Hirsch, based on the impossibility of a differentiable retraction. The indirect proof starts by noting that the map f can be approximated by a smooth map retaining the property of not fixing a point; this can be done by using the Weierstrass approximation theorem, for example. One then defines a retraction as above which must now be differentiable. Such a retraction must have a non-singular value, by Sard's theorem, which is also non-singular for the restriction to the boundary (which is just the identity). Thus the inverse image would be a 1-manifold with boundary. The boundary would have to contain at least two end points, both of which would have to lie on the boundary of the original ball—which is impossible in a retraction.

A quite different proof given by David Gale
David Gale

David Gale was a distinguished American mathematician and economist. He was a Professor Emeritus at University of California, Berkeley, affiliated with departments of Mathematics, Economics, and Industrial Engineering and Operations Research....
 is based on the game of Hex
Hex (board game)

Hex is a board game played on a hex map, theoretically of any size and several possible shapes, but traditionally as an 11x11 rhombus. Other popular dimensions are 13x13 and 19x19 as a result of the game's relationship to the older game of Go ....
. The basic theorem about Hex is that no game can end in a draw. This is equivalent to the Brouwer fixed point theorem for dimension 2. By considering n-dimensional versions of Hex, one can prove in general that Brouwer's theorem is equivalent to the determinacy
Determinacy

In set theory, a branch of mathematics, determinacy is the study of under what circumstances one or the other player of a #Games must have a #Winning strategies #Strategies, and the consequences of the existence of such strategies....
 theorem for Hex.

Generalizations

The Brouwer fixed point theorem forms the starting point of a number of more general fixed point theorems.

The straightforward generalization to infinite dimensions, i.e. using the unit ball of an arbitrary Hilbert space
Hilbert space

The mathematics concept of a Hilbert space, named after David Hilbert, generalizes the notion of Euclidean space. It extends the methods of vector algebra from the two-dimensional plane and three-dimensional space to infinite-dimensional spaces....
 instead of Euclidean space, is not true. The main problem here is that the unit balls of infinite-dimensional Hilbert spaces are not compact
Compact space

In mathematics, a topological space is called compact if each of its open covers has a finite set subcover.Note: Some authors such as Nicolas Bourbaki use the term "quasi-compact" for this instead, and reserve the term "compact" for topological spaces that are both Hausdorff spaces and "quasi-compact"....
. For example, in the Hilbert space 2
Lp space

In mathematics, the Lp and lp spaces are spaces of p-integrable function, and corresponding sequence spaces....
 of square-summable real (or complex) sequences, consider the map f : ℓ2 ? ℓ2 which sends a sequence (xn) from the closed unit ball of ℓ2 to the sequence (yn) defined by It is not difficult to check that this map is continuous, has its image in the unit sphere of ℓ 2, but does not have a fixed point.

The generalizations of the Brouwer fixed point theorem to infinite dimensional spaces therefore all include a compactness assumption of some sort, and in addition also often an assumption of convexity
Convex set

In Euclidean space, an object is convex if for every pair of points within the object, every point on the straight line segment that joins them is also within the object....
. See fixed point theorems in infinite-dimensional spaces
Fixed point theorems in infinite-dimensional spaces

In mathematics, a number of fixed point theorems in infinite-dimensional spaces generalise the Brouwer fixed point theorem. They have applications, for example, to the proof of existence theorems for partial differential equations....
 for a discussion of these theorems.

The Kakutani fixed point theorem
Kakutani fixed point theorem

In mathematical analysis, the Kakutani fixed point theorem is a fixed-point theorem for set-valued functions. It provides sufficient conditions for a set-valued function defined on a convex set, compact set subset of a Euclidean space to have a fixed point , i.e....
 generalizes the Brouwer fixed point theorem in a different direction: it stays in Rn, but considers upper semi-continuous correspondences
Correspondence (mathematics)

In mathematics and mathematical economics, correspondence is a term with several related but not identical meanings.* In general mathematics, correspondence is an alternative term for a Relation between two Set ....
 (functions that assign to each point of the set a subset of the set). It also requires compactness and convexity of the set.

By using forcing to collapse cardinals
Cardinal number

In mathematics, cardinal numbers, or cardinals for short, are a generalization of the natural numbers used to measure the cardinality of Set ....
, the Brouwer fixed point theorem can be generalized to arbitrary cardinality
Cardinality

In mathematics, the cardinality of a set is a measure of the "number of Element of the set". For example, the set A = contains 3 elements, and therefore A has a cardinality of 3....
: if L is a compact, connected order topology, then any continuous function from Ln to itself has a fixed point. Note that if we require L to be separable, this is precisely the Brouwer fixed point theorem.

The Lefschetz fixed-point theorem
Lefschetz fixed-point theorem

In mathematics, the Lefschetz fixed-point theorem is a formula that counts the number of fixed point s of a continuous function from a compact space topological space X to itself by means of trace s of the induced mappings on the homology groups of X....
 applies to (almost) arbitrary compact topological spaces, and gives a condition in terms of singular homology
Singular homology

In algebraic topology, a branch of mathematics, singular homology refers to the study of a certain set of topological invariants of a topological space X, the so-called homology groups ....
 that guarantees the existence of fixed points; this condition is trivially satisfied for any map in the case of Dn.

See also

  • Sperner's lemma
    Sperner's lemma

    In mathematics, Sperner's lemma is a combinatorics analogy of the Brouwer fixed point theorem. Sperner's lemma states that every Sperner coloring of a triangulation of an n-dimensional simplex contains a cell colored with a complete set of colors....
  • Borsuk-Ulam theorem
  • Tucker's lemma
    Tucker's lemma

    In mathematics, Tucker's lemma is a combinatorics analog of the Borsuk–Ulam theorem....
  • Topological combinatorics
    Topological combinatorics

    The discipline of combinatorial topology used combinatorial concepts in topology and in the early 20th century this gradually turned into the field of algebraic topology....


External links

  • at cut-the-knot
    Cut-the-knot

    Cut-the-knot is an educational website maintained by Alexander Bogomolny and devoted to popular exposition of a great variety of topics in mathematics....
  • , from PlanetMath
    PlanetMath

    PlanetMath is a free content, collaborative, online mathematics encyclopedia. The emphasis is on peer review, rigour, openness, pedagogy, real-time content, interlinked content, and community....
     with attached proof.
  • at MathPages