Knum

Numerical Analysis for Julia

To use this you can use the following line,

Pkg > add https://github.com/Klaus271/Knum/src/Knum.jl

Available Algorithm

• Fixed Point
• Newton's Method
• Secant
• False Position

How to use it

This package is still under development.

julia> h(x::Vector) = 3^(-x[1])
h (generic function with 1 method)

julia> h(x) = 3^(-x)
h (generic function with 2 methods)
               
julia> Knum.fixed_point(h,0.,10)
0       0.0
1       1.0
2       0.3333333333333333
3       0.6933612743506348
4       0.46685562817398535
5       0.598760657911438
6       0.5179866461166681
7       0.5660536061282596
8       0.5369375702563746
9       0.5543903636000769
10      0.543861823031617 

Acknowledgement

This project is using ForwardDiff.jl.

You can read their paper Forward-Mode Automatic Differentiation in Julia on arXiv, or Github Link