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mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, an operator or transform is a function from one space of functions to another. Operators occur commonly in
engineering Engineering is the use of scientific principles to design and build machines, structures, and other items, including bridges, tunnels, roads, vehicles, and buildings. The discipline of engineering encompasses a broad range of more speciali ...
,
physics Physics is the natural science that studies matter, its fundamental constituents, its motion and behavior through space and time, and the related entities of energy and force. "Physical science is that department of knowledge which ...
and mathematics. Many are
integral operator An integral operator is an operator that involves integration. Special instances are: * The operator of integration itself, denoted by the integral symbol * Integral linear operators, which are linear operators induced by bilinear forms invol ...
s and
differential operator In mathematics, a differential operator is an operator defined as a function of the differentiation operator. It is helpful, as a matter of notation first, to consider differentiation as an abstract operation that accepts a function and retur ...
s. In the following ''L'' is an operator :L:\mathcal\to\mathcal which takes a function y\in\mathcal to another function L in\mathcal. Here, \mathcal and \mathcal are some unspecified
function space In mathematics, a function space is a set of functions between two fixed sets. Often, the domain and/or codomain will have additional structure which is inherited by the function space. For example, the set of functions from any set into a vect ...
s, such as
Hardy space In complex analysis, the Hardy spaces (or Hardy classes) ''Hp'' are certain spaces of holomorphic functions on the unit disk or upper half plane. They were introduced by Frigyes Riesz , who named them after G. H. Hardy, because of the paper . I ...
, ''L''p space,
Sobolev space In mathematics, a Sobolev space is a vector space of functions equipped with a norm that is a combination of ''Lp''-norms of the function together with its derivatives up to a given order. The derivatives are understood in a suitable weak sense ...
, or, more vaguely, the space of
holomorphic function In mathematics, a holomorphic function is a complex-valued function of one or more complex variables that is complex differentiable in a neighbourhood of each point in a domain in complex coordinate space . The existence of a complex deriv ...
s. {, class="wikitable" , - style="background:#eaeaea" ! style="text-align: center" , Expression ! style="text-align: center" , Curve
definition ! style="text-align: center" , Variables ! style="text-align: center" , Description , - ! style="background:#eafaea" colspan=4, Linear transformations , - , L y^{(n)} , , , , , , Derivative of ''n''th order , - , L \int_a^t y \,dt , , Cartesian, , y=y(x)
x=t, , Integral, area , - , L y\circ f, , , , , , Composition operator , - , L \frac{y\circ t+y\circ -t}{2}, , , , , , Even component , - , L \frac{y\circ t-y\circ -t}{2}, , , , , , Odd component , - , L y\circ (t+1) - y\circ t = \Delta y, , , , , , Difference operator , - , L y\circ (t) - y\circ (t-1) = \nabla y, , , , , , Backward difference (Nabla operator) , - , L \sum y=\Delta^{-1}y, , , , , , Indefinite sum operator (inverse operator of difference) , - , L =-(py')'+qy , , , , , , Sturm–Liouville operator , - ! style="background:#eafaea" colspan=4, Non-linear transformations , - , F y^{ 1 , , , , , ,
Inverse function In mathematics, the inverse function of a function (also called the inverse of ) is a function that undoes the operation of . The inverse of exists if and only if is bijective, and if it exists, is denoted by f^ . For a function f\colon X ...
, - , F t\,y'^{ 1 - y\circ y'^{ 1 , , , , , ,
Legendre transformation In mathematics, the Legendre transformation (or Legendre transform), named after Adrien-Marie Legendre, is an involutive transformation on real-valued convex functions of one real variable. In physical problems, it is used to convert functions ...
, - , F f\circ y, , , , , , Left composition , - , F \prod y, , , , , , Indefinite product , - , F \frac{y'}{y}, , , , , , Logarithmic derivative , - , F {\frac{ty'}{y, , , , , , Elasticity , - , F {y \over y'}-{3\over 2}\left({y''\over y'}\right)^2, , , , , , Schwarzian derivative , - , F \int_a^t , y', \,dt , , , , , , Total variation , - , F \frac{1}{t-a}\int_a^t y\,dt , , , , , ,
Arithmetic mean In mathematics and statistics, the arithmetic mean ( ) or arithmetic average, or just the '' mean'' or the ''average'' (when the context is clear), is the sum of a collection of numbers divided by the count of numbers in the collection. The co ...
, - , F \exp \left( \frac{1}{t-a}\int_a^t \ln y\,dt \right) , , , , , ,
Geometric mean In mathematics, the geometric mean is a mean or average which indicates a central tendency of a set of numbers by using the product of their values (as opposed to the arithmetic mean which uses their sum). The geometric mean is defined as the ...
, - , F -\frac{y}{y'}, , Cartesian, , y=y(x)
x=t, , rowspan=3,
Subtangent In geometry, the subtangent and related terms are certain line segments defined using the line tangent to a curve at a given point and the coordinate axes. The terms are somewhat archaic today but were in common use until the early part of the 20 ...
, - , F ,y -\frac{yx'}{y'}, , Parametric
Cartesian, , x=x(t)
y=y(t) , - , F -\frac{r^2}{r'}, , Polar, , r=r(\phi)
\phi=t , - , F \frac{1}{2}\int_a^t r^2 dt, , Polar, , r=r(\phi)
\phi=t , , Sector area , - , F \int_a^t \sqrt { 1 + y'^2 }\, dt, , Cartesian, , y=y(x)
x=t, , rowspan=3,
Arc length ARC may refer to: Business * Aircraft Radio Corporation, a major avionics manufacturer from the 1920s to the '50s * Airlines Reporting Corporation, an airline-owned company that provides ticket distribution, reporting, and settlement services * ...
, - , F ,y \int_a^t \sqrt { x'^2 + y'^2 }\, dt, , Parametric
Cartesian, , x=x(t)
y=y(t) , - , F \int_a^t \sqrt { r^2 + r'^2 }\, dt, , Polar, , r=r(\phi)
\phi=t , - , F ,y= \int_a^t\sqrt y''}\, dt , , Cartesian, , y=y(x)
x=t, , rowspan=3, Affine arc length , - , F ,y= \int_a^t\sqrt x'y''-x''y'}\, dt , , Parametric
Cartesian, , x=x(t)
y=y(t) , - , F ,y,z\int_a^t\sqrt z(x'y''-y'x'')+z''(xy'-x'y)+z'(x''y-xy'')}, , Parametric
Cartesian, , x=x(t)
y=y(t)
z=z(t) , - , F \frac{y''}{(1+y'^2)^{3/2, , Cartesian, , y=y(x)
x=t, , rowspan=4,
Curvature In mathematics, curvature is any of several strongly related concepts in geometry. Intuitively, the curvature is the amount by which a curve deviates from being a straight line, or a surface deviates from being a plane. For curves, the can ...
, - , F ,y \frac{x'y''-y'x''}{(x'^2+y'^2)^{3/2, , Parametric
Cartesian, , x=x(t)
y=y(t) , - , F \frac{r^2+2r'^2-rr''}{(r^2+r'^2)^{3/2, , Polar, , r=r(\phi)
\phi=t , - , F ,y,z\frac{\sqrt{(z''y'-z'y'')^2+(x''z'-z''x')^2+(y''x'-x''y')^2{(x'^2+y'^2+z'^2)^{3/2, , Parametric
Cartesian, , x=x(t)
y=y(t)
z=z(t) , - , F \frac{1}{3}\frac{y'}{(y'')^{5/3-\frac{5}{9}\frac{y^2}{(y'')^{8/3, , Cartesian, , y=y(x)
x=t, , rowspan=2, Affine curvature , - , F ,y \frac{x''y-xy''}{(x'y''-x''y')^{5/3-\frac{1}{2}\left frac{1}{(x'y''-x''y')^{2/3\right', , Parametric
Cartesian, , x=x(t)
y=y(t) , - , F ,y,z\frac{z(x'y''-y'x'')+z''(xy'-x'y)+z'(x''y-xy'')}{(x'^2+y'^2+z'^2)(x''^2+y''^2+z''^2)}, , Parametric
Cartesian, , x=x(t)
y=y(t)
z=z(t), , Torsion of curves , - , X ,y\frac{y'}{yx'-xy'}

Y ,y\frac{x'}{xy'-yx'}, , Parametric
Cartesian, , x=x(t)
y=y(t), , Dual curve
(tangent coordinates) , - , X ,yx+\frac{ay'}{\sqrt {x'^2+y'^2

Y ,yy-\frac{ax'}{\sqrt {x'^2+y'^2, , Parametric
Cartesian, , x=x(t)
y=y(t), ,
Parallel curve A parallel of a curve is the envelope of a family of congruent circles centered on the curve. It generalises the concept of '' parallel (straight) lines''. It can also be defined as a curve whose points are at a constant ''normal distance'' f ...
, - , X ,yx+y'\frac{x'^2+y'^2}{x''y'-y''x'}

Y ,yy+x'\frac{x'^2+y'^2}{y''x'-x''y'}, , Parametric
Cartesian, , x=x(t)
y=y(t), , rowspan=2,
Evolute In the differential geometry of curves, the evolute of a curve is the locus of all its centers of curvature. That is to say that when the center of curvature of each point on a curve is drawn, the resultant shape will be the evolute of that cur ...
, - , F t (r'\circ r^{ 1), , Intrinsic, , r=r(s)
s=t , - , X ,yx-\frac{x'\int_a^t \sqrt { x'^2 + y'^2 }\, dt}{\sqrt { x'^2 + y'^2

Y ,yy-\frac{y'\int_a^t \sqrt { x'^2 + y'^2 }\, dt}{\sqrt { x'^2 + y'^2 , , Parametric
Cartesian, , x=x(t)
y=y(t), , ,
Involute In mathematics, an involute (also known as an evolvent) is a particular type of curve that is dependent on another shape or curve. An involute of a curve is the locus of a point on a piece of taut string as the string is either unwrapped from o ...
, - , X ,y\frac{(xy'-yx')y'}{x'^2 + y'^2}

Y ,y\frac{(yx'-xy')x'}{x'^2 + y'^2}, , Parametric
Cartesian, , x=x(t)
y=y(t), , ,
Pedal curve A pedal (from the Latin '' pes'' ''pedis'', "foot") is a lever designed to be operated by foot and may refer to: Computers and other equipment * Footmouse, a foot-operated computer mouse * In medical transcription, a pedal is used to control ...
with pedal point (0;0) , - , X ,y\frac{(x'^2-y'^2)y'+2xyx'}{xy'-yx'}

Y ,y\frac{(x'^2-y'^2)x'+2xyy'}{xy'-yx'}, , Parametric
Cartesian, , x=x(t)
y=y(t), , ,
Negative pedal curve In geometry, a negative pedal curve is a plane curve that can be constructed from another plane curve ''C'' and a fixed point ''P'' on that curve. For each point ''X'' ≠ ''P'' on the curve ''C'', the negative pedal curve has a tange ...
with pedal point (0;0) , - , X = \int_a^t \cos \left int_a^t \frac{1}{y} \,dt\rightdt

Y = \int_a^t \sin \left int_a^t \frac{1}{y} \,dt\rightdt, , Intrinsic, , y=r(s)
s=t, , Intrinsic to
Cartesian
transformation , - ! style="background:#eafaea" colspan=4, Metric functionals , - , F \, y\, =\sqrt{\int_E y^2 \, dt}, , , , , , Norm , - , F ,y\int_E xy \, dt, , , , , ,
Inner product 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, often ...
, - , F ,y\arccos \left frac{\int_E xy \, dt}{\sqrt{\int_E x^2 \, dt}\sqrt{\int_E y^2 \, dt\right/math>, , , , , ,
Fubini–Study metric In mathematics, the Fubini–Study metric is a Kähler metric on projective Hilbert space, that is, on a complex projective space CP''n'' endowed with a Hermitian form. This metric was originally described in 1904 and 1905 by Guido Fubini and ...

(inner angle) , - ! style="background:#eafaea" colspan=4, Distribution functionals , - , F ,y= x * y = \int_E x(s) y(t - s)\, ds, , , , , ,
Convolution In mathematics (in particular, functional analysis), convolution is a mathematical operation on two functions ( and ) that produces a third function (f*g) that expresses how the shape of one is modified by the other. The term ''convolution'' ...
, - , F = \int_E y \ln y \, dt, , , , , ,
Differential entropy Differential entropy (also referred to as continuous entropy) is a concept in information theory that began as an attempt by Claude Shannon to extend the idea of (Shannon) entropy, a measure of average surprisal of a random variable, to continuo ...
, - , F = \int_E yt\,dt, , , , , ,
Expected value In probability theory, the expected value (also called expectation, expectancy, mathematical expectation, mean, average, or first moment) is a generalization of the weighted average. Informally, the expected value is the arithmetic mean of a ...
, - , F = \int_E \left(t-\int_E yt\,dt\right)^2y\,dt, , , , , ,
Variance In probability theory and statistics, variance is the expectation of the squared deviation of a random variable from its population mean or sample mean. Variance is a measure of dispersion, meaning it is a measure of how far a set of numbe ...


See also

* List of transforms *
List of Fourier-related transforms This is a list of linear transformations of functions related to Fourier analysis. Such transformations map a function to a set of coefficients of basis functions, where the basis functions are sinusoidal and are therefore strongly localized ...
*
Transfer operator Transfer may refer to: Arts and media * ''Transfer'' (2010 film), a German science-fiction movie directed by Damir Lukacevic and starring Zana Marjanović * ''Transfer'' (1966 film), a short film * ''Transfer'' (journal), in management studies ...
* Fredholm operator * Borel transform *
Glossary of mathematical symbols A mathematical symbol is a figure or a combination of figures that is used to represent a mathematical object, an action on mathematical objects, a relation between mathematical objects, or for structuring the other symbols that occur in a formul ...
Operators Operator may refer to: Mathematics * A symbol indicating a mathematical operation * Logical operator or logical connective in mathematical logic * Operator (mathematics), mapping that acts on elements of a space to produce elements of another sp ...
Operators Operator may refer to: Mathematics * A symbol indicating a mathematical operation * Logical operator or logical connective in mathematical logic * Operator (mathematics), mapping that acts on elements of a space to produce elements of another sp ...
Operators Operator may refer to: Mathematics * A symbol indicating a mathematical operation * Logical operator or logical connective in mathematical logic * Operator (mathematics), mapping that acts on elements of a space to produce elements of another sp ...