https://github.com/atsushisakai/pyoptsamples

Optimization sample codes on Python
https://github.com/atsushisakai/pyoptsamples

convex-optimization optimization python

Last synced: 4 months ago
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Optimization sample codes on Python

• Host: GitHub
• URL: https://github.com/atsushisakai/pyoptsamples
• Owner: AtsushiSakai
• License: mit
• Created: 2016-11-05T21:28:06.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2017-10-21T22:05:09.000Z (over 8 years ago)
• Last Synced: 2025-04-15T07:37:02.482Z (about 1 year ago)
• Topics: convex-optimization, optimization, python
• Language: Python
• Size: 1.24 MB
• Stars: 24
• Watchers: 4
• Forks: 13
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# PyOptSamples

Optimization sample codes on Python

[![Build Status](https://travis-ci.org/AtsushiSakai/PyOptSamples.svg?branch=master)](https://travis-ci.org/AtsushiSakai/PyOptSamples)

## pyecosqp

This is a interface script to solve a quadratic programming problem with ECOS

- [embotech/ecos-python: Python interface for ECOS](https://github.com/embotech/ecos-python)

## knapsack_problem

Sample codes to solve the knapsack_problems.

- [Knapsack problem - Wikipedia](https://en.wikipedia.org/wiki/Knapsack_problem)

## cvxpy

Sample codes using cvxpy, which is a optimization modeling tool.

## Nonlinear Optimization

Nonlinear Optimization Sample codes.

## ConjugateGradientMethod

A conjugate gradient method sample for non linear optimiztion.

![PyOptSamples/figure_1.png at master · AtsushiSakai/PyOptSamples](https://github.com/AtsushiSakai/PyOptSamples/blob/master/NonlinearOptimization/ConjugateGradientMethod/figure/figure_1.png)

## LagrangeMultiplierMethod

A lagrange multiplier method sample for non linear optimiztion.

![PyOptSamples/figure_1.png at master · AtsushiSakai/PyOptSamples](https://github.com/AtsushiSakai/PyOptSamples/blob/master/NonlinearOptimization/LagrangeMultiplierMethod/figure/figure_1.png)

## NewtonMethod

A Newton method sample for non linear optimiztion.

![PyOptSamples/figure_1.png at master · AtsushiSakai/PyOptSamples](https://github.com/AtsushiSakai/PyOptSamples/blob/master/NonlinearOptimization/NewtonMethod/figure/figure_1.png)

## QuasiNewtonMethod

A Quasi Newton method sample for non linear optimiztion.

![PyOptSamples/figure_1.png at master · AtsushiSakai/PyOptSamples](https://github.com/AtsushiSakai/PyOptSamples/blob/master/NonlinearOptimization/QuasiNewtonMethod/figure/figure_1.png)

## SteepestDescentMethod

A Steepest Descent method sample for non linear optimiztion.

![PyOptSamples/figure_1.png at master · AtsushiSakai/PyOptSamples](https://github.com/AtsushiSakai/PyOptSamples/blob/master/NonlinearOptimization/SteepestDescentMethod/figure/figure_1.png)