Giter Club home page Giter Club logo

hungarian_optimizer's Introduction

Hungarian Optimizer

A c++ demo for Hungarian algorithm (Kuhn-Munkres Algorithm) based on Apollo Hungarian Optimizer which is a implementation of Munkres’ Assignment Algorithm-Modified for Rectangular Matrices.

Dependency

  • Eigen (V3.3.7 is used here, other versions may also work.)

Usage

Just run the run.sh script under the directory of repository.

./run.sh

For the given cost matrix example in the demo

82.0f, 83.0f, 69.0f
77.0f, 37.0f, 49.0f
11.0f, 69.0f, 5.0f
8.0f,  9.0f,  98.0f

You will the output result like

The assignments are: 

    (1, 1)
    (2, 2)
    (3, 0)

The result means row 1 is assigned to column 1, row 2 is assigned to column 2, and row 3 is assigned to column 0.

Attention, both the indices of rows and columns of the cost matrix start at 0.

Reference

  1. Apollo Hungarian Optimizer
  2. Munkres’ Assignment Algorithm-Modified for Rectangular Matrices

hungarian_optimizer's People

Contributors

rocshi 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.