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Encyclopedia > Continuous function

In mathematics, a continuous function is a function for which, intuitively, small changes in the input result in small changes in the output. Otherwise, a function is said to be discontinuous. Euclid, a famous Greek mathematician known as the father of geometry, is shown here in detail from The School of Athens by Raphael. ... Partial plot of a function f. ...


An intuitive though imprecise (and inexact) idea of continuity is given by the common statement that a continuous function is a function whose graph can be drawn without lifting the chalk from the blackboard.


The context of this introduction is one in which the inputs and outputs of functions are real numbers. More technical definitions are needed for complex numbers or more general topological spaces. In order theory, especially in domain theory, one considers a notion derived from this basic definition, which is known as Scott continuity. In mathematics, the real numbers are intuitively defined as numbers that are in one-to-one correspondence with the points on an infinite line—the number line. ... Wikibooks Algebra has more about this subject: Complex numbers In mathematics, a complex number is an expression of the form where a and b are real numbers, and i is a specific imaginary number, called the imaginary unit, with the property i 2 = −1. ... Topological spaces are structures that allow one to formalize concepts such as convergence, connectedness and continuity. ... Order theory is a branch of mathematics that studies various kinds of binary relations that capture the intuitive notion of a mathematical ordering. ... Domain theory is a branch of mathematics that studies special kinds of partially ordered sets commonly called domains. ... A monotone function f : P → Q between posets P and Q is Scott-continuous if, for every directed set D that has a supremum sup D in P, the set {fx | x in D} has the supremum f(sup D) in Q. Stated differently, a Scott-continuous function is one...


As an example, consider the function h(t) which describes the height of a growing flower at time t. This function is continuous. In fact, there is a dictum of classical physics which states that in nature everything is continuous. By contrast, if M(t) denotes the amount of money in a bank account at time t, then the function jumps whenever money is deposited or withdrawn, so the function M(t) is discontinuous. Height is a measurement of the distance from the bottom to the top of something which is upright. ... Classical physics is physics based on principles developed before the rise of quantum theory, usually including the special theory of relativity and general theory of relativity. ...

Contents


Real-valued continuous functions

Suppose we have a function that maps real numbers to real numbers and whose domain is some interval, like the functions h and M above. Such a function can be represented by a graph in the Cartesian plane; the function is continuous if, roughly speaking, the graph is a single unbroken curve with no "holes" or "jumps". In mathematics, the real numbers are intuitively defined as numbers that are in one-to-one correspondence with the points on an infinite line—the number line. ... In mathematics, the domain of a function is the set of all input values to the function. ... In mathematics, interval is a concept relating to the sequence and set-membership of one or more numbers. ... Cartesian means relating to the French mathematician and philosopher Descartes, who, among other things, worked to merge algebra and Euclidean geometry. ... In mathematics, the concept of a curve tries to capture the intuitive idea of a geometrical one-dimensional and continuous object. ...


To be more precise, we say that the function f is continuous at some point c when the following two requirements are satisfied: A spatial point is an entity with a location in space but no extent (volume, area or length). ...

  • f(c) must be defined (i.e. c must be an element of the domain of f).
  • The limit of f(x) as x approaches c must exist and be equal to f(c). (If the point c in the domain of f is not an accumulation point of the domain, then this condition is vacuously true, since x cannot approach c. Thus, for example, every function whose domain is the set of all integers is continuous, merely for lack of opportunity to be otherwise. However, one does not usually talk about continuous functions in this setting.)

We call the function everywhere continuous, or simply continuous, if it is continuous at every point of its domain. More generally, we say that a function is continuous on some subset of its domain if it is continuous at every point of that subset. If we simply say that a function is continuous, we usually mean that it is continuous for all real numbers. In mathematics, the domain of a function is the set of all input values to the function. ... In mathematics, the concept of a limit is used to describe the behavior of a function as its argument either gets close to some point, or as it becomes larger and larger; or the behavior of a sequences elements, as their index becomes larger and larger. ... In mathematics, informally speaking, a limit point (or cluster point) of a set S in a topological space X is a point x in X that can be approximated by points of S other than x as well as one pleases. ... Informally, a logical statement is vacuously true if it is true but doesnt say anything; examples are statements of the form everything with property A also has property B, where there is nothing with property A. It is tempting to dismiss this concept as vacuous or silly. ... In mathematics, the domain of a function is the set of all input values to the function. ... A is a subset of B, and B is a superset of A. In mathematics, especially in set theory, a set A is a subset of a set B, if A is contained inside B. The relationship of one set being a subset of another is called inclusion. ...


Cauchy definition (epsilon-delta)

Without resorting to limits, one can define continuity of real functions as follows.


Again consider a function f that maps a set of real numbers to another set of real numbers, and suppose c is an element of the domain of f. The function f is said to be continuous at the point c if (and only if) the following holds: For any number ε > 0 however small, there exists some number δ > 0 such that for all x in the domain with c − δ < x < c + δ, the value of f(x) will satisfy f(c) − ε < f(x) < f(c) + ε. Please refer to Real vs. ...


Alternatively written: Given I,Dsubsetmathbb{R} (that is, I and D are subsets of the real numbers), continuity of f:I to D (read f maps I into D) at cin I means that for all varepsilon>0 there exists a δ > 0 such that | x - c | < δ and xin I imply that |f(x)-f(c)|<varepsilon. In mathematics, the real numbers are intuitively defined as numbers that are in one-to-one correspondence with the points on an infinite line—the number line. ...


This "epsilon-delta definition" of continuity was first given by Cauchy. Augustin Louis Cauchy Augustin Louis Cauchy (August 21, 1789 – May 23, 1857) was a French mathematician. ...


More intuitively, we can say that if we want to get all the f(x) values to stay in some small neighborhood around f(c), we simply need to choose a small enough neighborhood for the x values around c, and we can do that no matter how small the f(x) neighborhood is; f(x) is then continuous at c. This is a glossary of some terms used in the branch of mathematics known as topology. ...


Heine definition of continuity

The following definition of continuity is due to Heine. Heinrich Eduard Heine (March 15, 1821 in Berlin - October 21, 1881 in Halle (Saale)) was a German mathematician. ...

A real function f is continuous if for any sequence (xn) such that
limlimits_{ntoinfty} x_n=x_0,
it holds that
limlimits_{ntoinfty} f(x_n)=f(x_0).
(We assume that all points xn, x0 belong to the domain of f.)

One can say briefly, that a function is continuous if and only if it preserves limits.


Cauchy's and Heine's definition of continuity are equivalent. The usual (easier) proof makes use of the axiom of choice, but in the case of global continuity of real functions it was proved by Wacław Sierpiński that the axiom of choice is not actually needed. [1] In mathematics, the axiom of choice, or AC, is an axiom of set theory. ... WacÅ‚aw Franciszek SierpiÅ„ski (March 14, 1882 — October 21, 1969), a Polish mathematician, was born and died in Warsaw. ...


In more general setting of topological spaces, the concept analogous to Heine definition of continuity is called sequential continuity. In general, sequential continuity is not equivalent to the analogue of Cauchy continuity, which is just called continuity (see continuity (topology) for details). In topology, a continuous function is generally defined as one for which preimages of open sets are open. ...


Examples

  • All polynomial functions are continuous.
  • If a function has a domain which is not an interval, the notion of a continuous function as one whose graph you can draw without taking your pencil off the paper is not quite correct. Consider the functions f(x)=1/x and g(x)=(sin x)/x. Neither function is defined at x=0, so each has domain R{0}, and each function is continuous. The question of continuity at x=0 does not arise, since it is not in the domain. The function f cannot be extended to a continuous function whose domain is R, since no matter what value is assigned at 0, the resulting function will not be continuous. On the other hand, since the limit of g at 0 is 1, g can be extended continuously to R by defining its value at 0 to be 1. A point in the domain that can filled in so that the resulting function is continuous is called a removable singularity. Whether this can be done is not the same as continuity.
  • The rational functions, exponential functions, logarithms, square root function, trigonometric functions and absolute value function are continuous.
  • An example of a discontinuous function is the function f defined by f(x) = 1 if x > 0, f(x) = 0 if x ≤ 0. Pick for instance ε = 1/2. There is no δ-neighborhood around x=0 that will force all the f(x) values to be within ε of f(0). Intuitively we can think of this type of discontinuity as a sudden jump in function values.
  • Another example of a discontinuous function is the sign function.
  • A more complicated example of a discontinuous function is the popcorn function.

In mathematics, a polynomial is an expression in which constants and variables are combined using only addition, subtraction, multiplication, and positive whole number exponents (raising to a power). ... In complex analysis, a removable singularity of a function is a point at which the function is not defined (a singularity) but at which the function can be defined without creating any problems. ... In mathematics, a rational function in algebra is a function defined as a ratio of polynomials. ... The exponential function is one of the most important functions in mathematics. ... Logarithms to various bases: is to base e, is to base 10, and is to base 1. ... In mathematics, the principal square root of a non-negative real number is denoted and represents the non-negative real number whose square (the result of multiplying the number by itself) is For example, since This example suggests how square roots can arise when solving quadratic equations such as or... In mathematics, the trigonometric functions are functions of an angle, important when studying triangles and modeling periodic phenomena. ... In mathematics, the absolute value (or modulus1) of a real number is its numerical value without regard to its sign. ... Signum function In mathematics and especially in computer science, the sign function is a logical function which extracts the sign of a real number. ... The popcorn function, also known as Thomaes function, Dirichlets function, the raindrop function, or the ruler function, is the real-valued function f(x) defined as follows: It is assumed here that and so that the function is well-defined and nonnegative. ...

Facts about continuous functions

If two functions f and g are continuous, then f + g and fg are continuous. If g(x) ≠ 0 for all x in the domain, then f/g is also continuous.


The composition f o g of two continuous functions is continuous. In mathematics, a composite function, formed by the composition of one function on another, represents the application of the former to the result of the application of the latter to the argument of the composite. ...


The intermediate value theorem is an existence theorem, based on the real number property of completeness, and states: "If the real-valued function f is continuous on the closed interval [a, b] and k is some number between f(a) and f(b), then there is some number c in [a, b] such that f(c) = k. For example, if a child undergoes continuous growth from 1m to 1.5m between the ages of 2 years and 6 years, then, at some time between 2 years and 6 years of age, the child's height must have been 1.25m. In analysis, the intermediate value theorem is either of two theorems of which an account is given below. ... In mathematics, an existence theorem is a theorem with a statement beginning there exist(s) .., or more generally for all x, y, ... there exist(s) .... That is, in more formal terms of symbolic logic, it is a theorem with a statement involving the existential quantifier. ... In mathematics and related technical fields, a mathematical object is complete if nothing needs to be added to it. ... In mathematics, interval is a concept relating to the sequence and set-membership of one or more numbers. ... The metre, or meter, is a measure of length, approximately equal to 3. ...


As a consequence, if f is continuous on [a, b] and f(a) and f(b) differ in sign, then, at some point c, f(c) must equal zero. A negative number is a number that is less than zero, such as −3. ... 0 (zero) is both a number and a numeral. ...


Extreme value theorem: if a function f is defined on a closed interval [a,b] (or any closed and bounded set) and is continuous there, then the function attains its maximum, i.e. there exists c ∈ [a,b] with f(c) ≥ f(x) for all x ∈ [a,b]. The same is true of the minimum of f. These statements are false if the function is defined on an open interval (a,b) (or any set that is not both closed and bounded), as for example the continuous function f(x) = 1/x defined on the open interval (0,1). In calculus, the extreme value theorem states that if a function f(x) is continuous in the closed interval [a,b] then f(x) must attain its maximum and minimum value, each at least once. ...


If a function is differentiable at some point c of its domain, then it is also continuous at c. The converse is not true: a function that's continuous at c need not be differentiable there. Consider for instance the absolute value function at c = 0. In mathematics, the derivative is defined as the instantaneous rate of change of a function. ... In mathematics, the absolute value (or modulus1) of a real number is its numerical value without regard to its sign. ...


Continuous functions between metric spaces

Now consider a function f from one metric space (X, dX) to another metric space (Y, dY). Then f is continuous at the point c in X if for any positive real number ε, there exists a positive real number δ such that all x in X satisfying dX(x, c) < δ will also satisfy dY(f(x), f(c)) < ε. In mathematics, a metric space is a set where a notion of distance between elements of the set is defined. ...


This can also be formulated in terms of sequences and limits: the function f is continuous at the point c if for every sequence (xn) in X with limit lim xn = c, we have lim f(xn) = f(c). Continuous functions transform limits into limits. In mathematics, a sequence is a list of objects (or events) arranged in a linear fashion, such that the order of the members is well defined and significant. ... In mathematics, the concept of a limit is used to describe the behavior of a function as its argument either gets close to some point, or as it becomes larger and larger; or the behavior of a sequences elements, as their index becomes larger and larger. ...


This latter condition can be weakened as follows: f is continuous at the point c if and only if for every convergent sequence (xn) in X with limit c, the sequence (f(xn)) is a Cauchy sequence, and c is in the domain of f. Continuous functions transform convergent sequences into Cauchy sequences. In mathematical analysis, a Cauchy sequence, named after Augustin Cauchy, is a sequence whose elements become close as the sequence progresses. ...


Continuous functions between topological spaces

Main article: continuity (topology)

The above definitions of continuous functions can be generalized to functions from one topological spaces to another in a natural way; a function f : XY, where X and Y are topological spaces, is continuous iff for every open set VY, f −1(V) is open in X. In topology, a continuous function is generally defined as one for which preimages of open sets are open. ... Topological spaces are structures that allow one to formalize concepts such as convergence, connectedness and continuity. ... IFF, Iff or iff can stand for: Interchange File Format - a computer file format introduced by Electronic Arts Identification, friend or foe - a radio based identification system utilizing transponders iff - the mathematics concept if and only if International Flavors and Fragrances - a company producing flavors and fragrances International Freedom Foundation... In topology and related fields of mathematics, a set U is called open if, intuitively speaking, you can wiggle or change any point x in U by a small amount in any direction and still be inside U. In other words, if x is surrounded only by elements of U...


Continuous functions between partially ordered sets

In order theory, continuity of a function between posets is Scott continuity. Let X be a complete lattice, then a function f:XX is continuous if, for each subset Y of X, we have sup f(Y)=f(sup Y). Order theory is a branch of mathematics that studies various kinds of binary relations that capture the intuitive notion of a mathematical ordering. ... In mathematics, a partially ordered set (or poset for short) is a set equipped with a special binary relation which formalizes the intuitive concept of an ordering. ... A monotone function f : P → Q between posets P and Q is Scott-continuous if, for every directed set D that has a supremum sup D in P, the set {fx | x in D} has the supremum f(sup D) in Q. Stated differently, a Scott-continuous function is one... In mathematics, a complete lattice is a partially ordered set in which all subsets have both a supremum (join) and an infimum (meet). ...


Continuous binary relation

A binary relation R on A is continuous if R(a,b) whenever there are sequences (ak)i and (bk)i in A which converge to a and b respectively for which R(ak,bk) for all k. Clearly, if one treats R as a characteristic function in three variables, this definition of continuous is identical to that for continuous functions. In mathematics, a finitary relation is defined by one of the formal definitions given below. ...


See also

In mathematical analysis, semi-continuity (or semicontinuity) is a property of real-valued functions that is weaker than continuity. ... Continuous functions are of utmost importance in mathematics and applications. ... In mathematical analysis, a function f(x) is called uniformly continuous if, roughly speaking, small changes in the input x affect small changes in the output f(x) (continuity), and furthermore the size of the changes in f(x) depends only on the size of the changes in x but... Absolute continuity of real functions In mathematics, a real-valued function f of a real variable is absolutely continuous if for every positive number ε, no matter how small, there is a positive number δ small enough so that whenever a sequence of pairwise disjoint intervals [xk, yk], k = 1, ..., n satisfies... In mathematical analysis, a sequence of functions is equicontinuous if all the functions are continuous and they have equal variation over a given neighbourhood (a precise definition appears below). ... In mathematics, a function f : D → R defined on a set D of real numbers with real values is called Lipschitz continuous (or is said to satisfy a Lipschitz condition) if there exists a constant K ≥ 0 such that for all in D. The smallest such K is called the... A monotone function f : P → Q between posets P and Q is Scott-continuous if, for every directed set D that has a supremum sup D in P, the set {fx | x in D} has the supremum f(sup D) in Q. Stated differently, a Scott-continuous function is one... In axiomatic set theory, a function f : Ord → Ord is called normal (or a normal function) iff it is continuous (with respect to the order topology) and strictly mononotically increasing. ... In mathematics, the operator norm is a norm defined on the space of bounded operators between two Banach spaces. ... In category theory, a branch of mathematics, the abstract notion of a limit captures the essential properties of universal constructions that are used in various parts of mathematics, like products and inverse limits. ...

References


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