gurobipy

Learning how to use gurobi with python (in chinese)

A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.

Robust optimization for power markets

Exact approach to solve the facility location problem with Gurobi.

Solving Image Riddles

Solving a Capacitated Vehicle Routing Problem with time windows constraints (CVRPTW) with Mixed Integer Linear Programming (MILP) in python-gurobi API.

Some work I did for an interview for a job as a data scientist optimisation specialist

Optimization Case Studies: Generic Time Scheduling Problem (GTSP), Resource-Constrained Project Scheduling Problem (RCPSP) with Pulse Variables

A Bionomic Algorithm for the Aircraft Landing Problem

Final Project for AA 222: Engineering Design Optimization: Multi-Objective Optimization for Sizing and Control of Microgrid Energy Storage

Divide and Conquer: Hierarchical Network and Service Coordination

Discrete Optimization - Coursera

This repo aim is to reproduce a column generation approach based on "Parallel machine scheduling by column generation" paper

A Python Kernel Search implementation

Benders decomposition with two subproblem | Integer programming

Main service for the cardopt application

Facility Location Problem solved using GurobiPy. Uncapacitated Facility Location Problem (UFLP) with and without Disruptions. Capacitated Facility Location Problem (CFLP).

Bilkent University Principles of Engineering Management Course (IE 400) Project Fall 2019-2020

This repository contains a set of python codes for implementation of Linear Programming methods for "toy" optimization problems such as facility location, transport planning, lecture assignments to students, vortex colouring etc. These problems are modeled using Linear Programming and solved using the Gurobi Solver. These were carried out as part of the curriculum in RWTH Aachen Business School.

【中译版】Gurobi 官方教程

An LP problem with hiearchical objectives, modeled as a vehicle routing problem , implemented with gurobipy python API in a jupyter notebook, and solved by using the Gurobi solver

This repository is created to share some implementation of solution methods for combinatorial problems in the field of mathematical optimization.

Test on how to implement Branch and Price for VRP with Gurobi (work in progress)

An exact ConVRP solver

Use this to determine the optimal route to go on a search for shortage struck essential commodities (gasoline, water, toilet paper etc.) using information from social media

Coding tasks regarding linear, non-linear and mixed-integer optimization using gurobipy for the lecture Optimization Models and Applications at Karlsruhe Institute of Technology (Winter Term 2020-2021).

Solve Sudoku using linear programming

FInal Project for AA 203: Optimal and Learning-Based Control: Real-Time, Multi-Service Operation of Grid-Scale Energy Storage using Model Predictive Control

Solve a radar positioning problem using linear programming