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Integration
Jake Timothy edited this page Jan 19, 2016
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This feature is not implemented yet!
Breeze comes with built-in integration facilities, located in
breeze.integrate
module. At this moment, there is only 1d trapezoid and
Simpson interpolation available, but you are encouraged to contribute to
Breeze and write other integrators.
All examples in this document assumes that you've imported necessary modules:
scala> import breeze.integrate._
breeze.integrate
comes with one function for each integration method. Now,
there are trapezoid
and simpson
functions, both sharing
the same interface:
scala> val f = x => 2*x
scala> trapezoid(f, 0, 1, 2)
?
scala> simpson(f, 0, 1, 2000)
?
The arguments are:
- the function whose integral we want to compute; should be
Double => Double
- the beginning of the integration range
- the end of the integration range
- accuracy -- the number of nodes; higher the number, more accurate the
integral is, but also it takes more time; for
trapezoid
, there must be at least two nodes whilesimpson
requires three or more nodes.
Trapezoid and Simpson integral don't support infinite integration ranges. Both ends of the range must be finite.
Breeze is a numerical processing library for Scala. http://www.scalanlp.org