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Encyclopedia > Piecewise linear


In mathematics, a piecewise linear function

,

where V is a vector space and Ω is a subset of a vector space, is any function with the property that Ω can be decomposed into finitely many convex polytopes, such that f is equal to a linear function on each of these polytopes.


A special case is when f is a real-valued function on an interval [x1,x2]. Then f is piecewise linear if and only if [x1,x2] can be partitioned into finitely many sub-intervals, such that on each such sub-interval I, f is equal to a linear function

f(x) = aIx + bI.

The absolute value function f(x) = | x | is a good example of a piecewise linear function. Other examples include the square wave, the sawtooth function, and the floor function.


Important sub-classes of piecewise linear functions include the continuous piecewise linear functions and the convex piecewise linear functions.


PL manifolds

The idea of a piecewise linear (PL) structure on a topological manifold M is used in geometric topology. Smooth manifolds have PL structures, but not conversely, in general. Such a structure can be defined by means of an atlas, such that one can pass from chart to chart in it by piecewise linear functions. A more slick definition is to use a sheaf, locally isomorphic to the sheaf of piecewise linear functions on Euclidean space.


See also


  Results from FactBites:
 
Piecewise linear - Wikipedia, the free encyclopedia (232 words)
Important sub-classes of piecewise linear functions include the continuous piecewise linear functions and the convex piecewise linear functions.
The idea of a piecewise linear (PL) structure on a topological manifold M is used in geometric topology.
A more slick definition is to use a sheaf, locally isomorphic to the sheaf of piecewise linear functions on Euclidean space.
linear (1112 words)
The percentage linear contrast stretch is similar to the minimum-maximum linear contrast stretch except this method uses a specified minimum and maximum values that lie in a certain percentage of pixels from the mean of the histogram.
Because a piecewise linear contrast stretch is a very powerful enhancement procedure, image analysts must be very familar with the modes of the histogram and the features they represent in the real world.
In the piecewise linear contrast stretch, several breakpoints are defined that increase or decrease the contrast of the image for a given range of values.
  More results at FactBites »


 

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