AMPL Model Colaboratory

Linear optimization software

Linear optimization with N-D labeled arrays in Python

Implementation of the simplex method

A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

LPFramework is an abstraction to programmatically formulate mixed-integer linear optimization (MILP) problems, which can then be solved using open-source/commercial solvers.

A route optimization model for urban disaster evacuation planning in Montreal using GTFS data

A CLI to solve Linear Programming Problems.

Python API for AMPL

A tool that calculates the optimum amount of Exp. Candy required for a Pokémon to reach a certain level

Solution to a linear model about gardening services using 'glpk' solver. General definition of the problem, formulation of variables, objective function and constraints + Insights about the model sensitivity.

Comprehensive exploration of the Bike Sharing Problem using advanced Machine Learning for demand forecasting and Mathematical Linear Optimization for strategic bike allocation. Includes detailed Jupyter notebooks covering model development, analysis, and optimization solutions.

R API for AMPL

TSP is a classic optimization problem in computer science and operations research. In this essay, we playfully apply TSP to the case where Elon Musk, the visionary entrepreneur of SpaceX, wishes to visit all the planets of our solar system with minimum cost.

Raw Materials Optimization for Food Manufacturing with Python

Data-Driven Mathematical Optimization with AMPL in Python

This repository consists of a Web page (HTML, JavaScript, and CSS codes) responsible for calculating an integer optimal solution for a linear problem through Simplex and Gomory Cut. The code is an extension of the previous "Simplex-Method-WebPage" - which used only Simplex and calculated a positive optimal solution (non-necessarily integer).

📌Simple Method in optimization problem, step by step with C language implementation.

Utilities for parsing MPS and SMPS file formats.