positive and negative parts
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In mathematics, the positive part of a
real Real may refer to: Currencies * Brazilian real (R$) * Central American Republic real * Mexican real * Portuguese real * Spanish real * Spanish colonial real Music Albums * ''Real'' (L'Arc-en-Ciel album) (2000) * ''Real'' (Bright album) (2010) ...
or extended real-valued
function Function or functionality may refer to: Computing * Function key, a type of key on computer keyboards * Function model, a structured representation of processes in a system * Function object or functor or functionoid, a concept of object-oriente ...
is defined by the formula : f^+(x) = \max(f(x),0) = \begin f(x) & \mbox f(x) > 0 \\ 0 & \mbox \end Intuitively, the
graph Graph may refer to: Mathematics *Graph (discrete mathematics), a structure made of vertices and edges **Graph theory, the study of such graphs and their properties *Graph (topology), a topological space resembling a graph in the sense of discre ...
of f^+ is obtained by taking the graph of f, chopping off the part under the ''x''-axis, and letting f^+ take the value zero there. Similarly, the negative part of ''f'' is defined as : f^-(x) =\max(-f(x),0)= -\min(f(x),0) = \begin -f(x) & \mbox f(x) < 0 \\ 0 & \mbox \end Note that both ''f''+ and ''f'' are non-negative functions. A peculiarity of terminology is that the 'negative part' is neither negative nor a part (like the imaginary part of a
complex number In mathematics, a complex number is an element of a number system that extends the real numbers with a specific element denoted , called the imaginary unit and satisfying the equation i^= -1; every complex number can be expressed in the fo ...
is neither imaginary nor a part). The function ''f'' can be expressed in terms of ''f''+ and ''f'' as : f = f^+ - f^-. Also note that : , f, = f^+ + f^-. Using these two equations one may express the positive and negative parts as : f^+= \frac : f^-= \frac. Another representation, using the Iverson bracket is : f^+= >0 : f^-= - <0. One may define the positive and negative part of any function with values in a
linearly ordered group In mathematics, specifically abstract algebra, a linearly ordered or totally ordered group is a group ''G'' equipped with a total order "≤" that is ''translation-invariant''. This may have different meanings. We say that (''G'', ≤) is a: * le ...
. The unit
ramp function The ramp function is a unary real function, whose graph is shaped like a ramp. It can be expressed by numerous definitions, for example "0 for negative inputs, output equals input for non-negative inputs". The term "ramp" can also be used for o ...
is the positive part of the
identity function Graph of the identity function on the real numbers In mathematics, an identity function, also called an identity relation, identity map or identity transformation, is a function that always returns the value that was used as its argument, un ...
.


Measure-theoretic properties

Given a
measurable space In mathematics, a measurable space or Borel space is a basic object in measure theory. It consists of a set and a σ-algebra, which defines the subsets that will be measured. Definition Consider a set X and a σ-algebra \mathcal A on X. Then the ...
(''X'',Σ), an extended real-valued function ''f'' is
measurable In mathematics, the concept of a measure is a generalization and formalization of geometrical measures (length, area, volume) and other common notions, such as mass and probability of events. These seemingly distinct concepts have many simila ...
if and only if In logic and related fields such as mathematics and philosophy, "if and only if" (shortened as "iff") is a biconditional logical connective between statements, where either both statements are true or both are false. The connective is b ...
its positive and negative parts are. Therefore, if such a function ''f'' is measurable, so is its absolute value , ''f'', , being the sum of two measurable functions. The converse, though, does not necessarily hold: for example, taking ''f'' as :f=1_V-, where ''V'' is a
Vitali set In mathematics, a Vitali set is an elementary example of a set of real numbers that is not Lebesgue measurable, found by Giuseppe Vitali in 1905. The Vitali theorem is the existence theorem that there are such sets. There are uncountably many Vita ...
, it is clear that ''f'' is not measurable, but its absolute value is, being a constant function. The positive part and negative part of a function are used to define the
Lebesgue integral In mathematics, the integral of a non-negative function of a single variable can be regarded, in the simplest case, as the area between the graph of that function and the -axis. The Lebesgue integral, named after French mathematician Henri Lebe ...
for a real-valued function. Analogously to this decomposition of a function, one may decompose a
signed measure In mathematics, signed measure is a generalization of the concept of (positive) measure by allowing the set function to take negative values. Definition There are two slightly different concepts of a signed measure, depending on whether or not ...
into positive and negative parts — see the
Hahn decomposition theorem In mathematics, the Hahn decomposition theorem, named after the Austrian mathematician Hans Hahn (mathematician), Hans Hahn, states that for any sigma-algebra, measurable space (X,\Sigma) and any signed measure \mu defined on the \sigma -algeb ...
.


See also

*
Rectifier (neural networks) In the context of artificial neural networks, the rectifier or ReLU (rectified linear unit) activation function is an activation function defined as the positive part of its argument: : f(x) = x^+ = \max(0, x), where ''x'' is the input to a ne ...
*
Even and odd functions In mathematics, even functions and odd functions are functions which satisfy particular symmetry relations, with respect to taking additive inverses. They are important in many areas of mathematical analysis, especially the theory of power ser ...
*
Real and imaginary parts In mathematics, a complex number is an element of a number system that extends the real numbers with a specific element denoted , called the imaginary unit and satisfying the equation i^= -1; every complex number can be expressed in the form a ...


References

* * *{{cite book , last = Rana , first = Inder K , title = An introduction to measure and integration, 2nd ed , publisher = Providence, R.I.: American Mathematical Society , date = 2002 , pages = , isbn = 0-8218-2974-2


External links


Positive part
on
MathWorld ''MathWorld'' is an online mathematics reference work, created and largely written by Eric W. Weisstein. It is sponsored by and licensed to Wolfram Research, Inc. and was partially funded by the National Science Foundation's National Science Di ...
Elementary mathematics