Sigmoid function: Difference between revisions

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{{for|the graph-theoretic representation of a function from a set to the same set|Functional graph}}
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[[File:X^4-4^x.gif|2900px|thumbnail|right|Graph of the function {{nowrap|1=''f''(''x'') = ''x''<sup>4</sup> − 4<sup>''x''</sup>}} {{-}}(−2, +2)]]
In mathematics, the '''graph''' of a [[function (mathematics)|function]] ''f'' is the collection of all [[ordered pair]]s {{nowrap|(''x'', ''f''(''x''))}}. If the function input ''x'' is an ordered pair {{nowrap|(''x''<sub>1</sub>, ''x''<sub>2</sub>)}} of real numbers, the graph is the collection of all [[ordered triple]]s {{nowrap|(''x''<sub>1</sub>, ''x''<sub>2</sub>, ''f''(''x''<sub>1</sub>, ''x''<sub>2</sub>))}}, and for a [[continuous function]] is a [[surface]] (see [[three-dimensional graph]]).
 
Informally, if ''x'' is a [[real number]] and ''f'' is a [[real function]], ''graph'' may mean the graphical representation of this collection, in the form of a [[line chart]]: a [[curve]] on a [[Cartesian coordinate system|Cartesian plane]], together with Cartesian axes, etc. Graphing on a Cartesian plane is sometimes referred to as ''curve sketching''. The graph of a function on real numbers may be mapped directly to the graphic representation of the function. For general functions, a graphic representation cannot necessarily be found and the formal definition of the graph of a function suits the need of mathematical statements, e.g., the [[closed graph theorem]] in [[functional analysis]].
 
The concept of the graph of a function is generalized to the graph of a [[relation (mathematics)|relation]].  Note that although a function is always identified with its graph, they are not the same because it will happen that two functions with different [[codomain]] could have the same graph. For example, the cubic polynomial mentioned below is a [[surjection]] if its codomain is the [[real number]]s but it is not if its codomain is the [[complex number|complex field]].
 
To test whether a graph of a [[curve]] is a [[Function (mathematics)|function]] of ''x'', use the [[vertical line test]]. To test whether a graph of a curve is a function of ''y'', use the [[horizontal line test]]. If the function has an inverse, the graph of the inverse can be found by reflecting the graph of the original function over the line {{nowrap|1=''y'' = ''x''}}.
 
In [[science]], [[engineering]], [[technology]], [[finance]], and other areas, graphs are tools used for many purposes. In the simplest case one variable is plotted as a function of another, typically using [[Rectangular coordinate system|rectangular axes]]; see ''[[Plot (graphics)]]'' for details.
 
== Examples ==
[[Image:cubicpoly.png||right|thumb|300 px| Graph of the function {{nowrap|1=''f''(''x'') = ''x''<sup>3</sup> − 9''x''}}]]
 
=== Functions of one variable ===
The graph of the function.
: <math>f(x)=
        \left\{\begin{matrix}
              a, & \mbox{if }x=1 \\ d, & \mbox{if }x=2 \\ c, & \mbox{if }x=3.
        \end{matrix}\right.
  </math>
is
:{(1,a), (2,d), (3,c)}.
 
The graph of the cubic polynomial on the [[real line]]
: <math>f(x) = x^3 - 9x</math>
is
: {(''x'', ''x''<sup>3</sup> − 9''x'') : ''x'' is a real number}.
If this set is plotted on a Cartesian plane, the result is a curve (see figure).
{{clear}}
 
[[image:Three-dimensional graph.png|right|thumb|300px|Graph of the [[function (mathematics)|function]] {{nowrap|1=''f''(''x'', ''y'') = sin(''x''<sup>2</sup>) · cos(''y''<sup>2</sup>)}}.]]
 
=== Functions of two variables ===
 
The graph of the [[trigonometric]] function on the real line
: ''f''(''x'', ''y'') = [[sine|sin]](''x''<sup>2</sup>) · [[cosine|cos]](''y''<sup>2</sup>)
is
: {(''x'', ''y'', sin(''x''<sup>2</sup>) · cos(''y''<sup>2</sup>)) : ''x'' and ''y'' are real numbers}.
If this set is plotted on a [[Cartesian_coordinate_system#Cartesian_coordinates_in_three_dimensions|three dimensional Cartesian coordinate system]], the result is a surface (see figure).
{{clear}}
 
=== Functions of one variable ===
You can see this set on a two dimensional cartesian coordinate system {{nowrap|(''x'', ''y'')}}, using color to display the third coordinate ''z''.
<gallery>
Image:Sinx2+siny2.jmb.jpg|{{nowrap|1=''z'' = sin(''x'')<sup>2</sup> + sin(''y'')<sup>2</sup>}}
</gallery>
 
=== Normal to a graph ===
Given a function ''f'' of ''n'' variables:  <math> x=x_1, \dotsc, x_n </math>, the normal to the graph is
: <math>(\nabla f, -1) </math>
(up to multiplication by a constant). This is seen by considering the graph as a [[level set]] of the function <math>g(x,z) = f(x) - z</math>, and using that <math>\nabla g </math> is normal to the level sets.
 
== Generalizations ==
 
The graph of a function is contained in a [[cartesian product]] of sets. An X–Y plane is a cartesian product of two lines, called X and Y, while a cylinder is a cartesian product of a line and a circle, whose height, radius, and angle assign precise locations of the points. [[Fibre bundle]]s aren't cartesian products, but appear to be up close. There is a corresponding notion of a graph on a fibre bundle called a [[Section (fiber bundle)|section]].
 
== Tools for plotting function graphs ==
 
=== Hardware ===
 
* [[Graphing calculator]]
* [[Oscilloscope]]
* [[Paper]] and [[pencil]]
 
=== Software ===
See [[List of graphing software]]
 
== See also ==
<div style="-moz-column-count:2; column-count:2;">
* [[Asymptote]]
* [[Critical point (mathematics)|Critical point]]
* [[Derivative]]
* [[Epigraph (mathematics)|Epigraph]]
* [[Chart]]
* [[Stationary point]]
* [[Slope]]
* [[Solution point]]
* [[Tetraview]]
* [[Vertical translation]]
* [[Y-intercept]]
* [[Graph theory]]
</div>
 
== External links ==
{{Commons category|Graphs}}
* [http://pedritoclavito.netau.net/graphics2/graph.html Graph of function, derivative and antiderivative plotter]
* Weisstein, Eric W. "[http://mathworld.wolfram.com/FunctionGraph.html Function Graph]." From MathWorld—A Wolfram Web Resource.
{{Visualization}}
 
[[Category:Charts]]
[[Category:Functions and mappings]]
 
[[pt:Função#Gráficos de função]]

Latest revision as of 08:06, 17 November 2014

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