Git Product home page Git Product logo

acotsp's Introduction

acotsp: Ant Colony Optimization for the Travelling Salesperson Problem

Build Status Build status Coverage Status

Note: this package is under heavy developement in the moment.

Description

How it works

The idea behind ant colony algorithms are observations of real ant colonies: ants leave their den, choose a direction randomly and search for food. On their way each ant leaves a pheromone trace, which evaporates slowly. If an ant found something to eat, it heads back to the den. Other ants start searching for food, choosing a random direction influenced by the amount of trace on it. This way short pathes which are used often get an even higher pheromone concentration since more ants use it and longer pathes pheromone concentration evaporates. In that manner sooner or later all the ants will use this ant highway, the socalled ant trail.

What does the package offer?

ACO algorithms transfer this natural collective intelligence into algorithms for solving hard computational problems. This package impelements the Ant Colony Optimization (ACO) framework as an optimizer for the popular Travelling Salesperson Problem (TSP).

Installation

Currently there is only this developement version of netgen. The package will be available on CRAN soon. To install the current developement version of the package, install the devtools package by Hadley Wickham, load it and type the following line to a R session:

install_github("jakobbossek/acotsp")

Quickstart

Coming soon ...

Contact

Please address questions and missing features about the acotsp package to the author Jakob Bossek [email protected]. Found some nasty bugs? Please use the issue tracker for this. Pay attention to explain the problem as good as possible. At its best you provide an example, so I can reproduce your problem.

acotsp's People

Contributors

jakobbossek avatar

Watchers

James Cloos avatar Lesile avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.