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Contains sample implementations in python of the following numerical methods: Euler's Method, Midpoint Euler's Method, Runge Kuttta Method of Order 4, and Composite Simpson's Rule

Python 100.00%
python numerical-methods numerical-analysis ivp integrals runge-kutta-rk4 runge-kutta-methods runge-kutta euler-method euler-midpoint-method simpson-rule

numerical-methods's Introduction

Scripts Demonstrating Various Numerical Methods

Note: Scripts contain an example IVP/integral to solve for but the scripts can be edited to solve other IVPs/integrals

Euler's Method (euler.py)

Uses Euler's Method to approximate y(1) of a function

How to run

$ python ./euler.py

Midpoint Euler's Method (midpointEuler.py)

Uses Euler's Midpoint Method to approximate y(1) of a function

How to run

$ python ./midpointEuler.py

Runge Kutta (order 4) Method (rungeKuttaMethod4.py)

Uses Runge Kutta Method of order 4 to approximate y(1) of a function

How to run

$ python ./rungeKuttaMethod4.py

Simpson's Rule (simpsons.py)

Uses the composite Simpson rule to approximate the solution to an interval (contains example in script)

How to run

$ python ./simpsons.py

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