Giter Site home page Giter Site logo

marcobendinelli / optimized-store-installation-and-truck-routing Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 0.0 3.15 MB

Optimization of store installation and truck routing for cost efficiency. Includes implementations for the Generalized Assignment Problem and Vehicle Routing Problem, with detailed solutions and interactive visualization

Jupyter Notebook 99.07% Python 0.88% AMPL 0.05%
generalized-assignment-problem jupyter-notebook vehicle-routing-problem ampl

optimized-store-installation-and-truck-routing's Introduction

StoreNet 🏪 🚚

StoreNet is a program that addresses two key challenges in retail logistics: the Generalized Assignment Problem (GAP), which determines optimal store locations to minimize building costs, and the Vehicle Routing Problem (VRP), which optimizes truck routes for store restocking to minimize driving costs.

Learn More

Find the full problem description here.

Explore the solution explanation here. In solving the GAP, linear programming techniques using AMPL were employed. For the VRP, a heuristic method was utilized to achieve polynomial execution time.

An interactive Python notebook is available here, offering detailed insights into the solution process.

Plot Example

plot_example

optimized-store-installation-and-truck-routing's People

Contributors

andreabosisio avatar marcobendinelli avatar

Watchers

avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.