https://github.com/mkurdej/bft

Belief functions theory (Dempster-Shafer theory) implementation in C++
https://github.com/mkurdej/bft

belief-functions-theory data-fusion dempster-shafer-theory uncertainty

Last synced: 5 months ago
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Belief functions theory (Dempster-Shafer theory) implementation in C++

• Host: GitHub
• URL: https://github.com/mkurdej/bft
• Owner: mkurdej
• License: lgpl-3.0
• Created: 2014-08-08T09:14:31.000Z (about 11 years ago)
• Default Branch: master
• Last Pushed: 2017-10-18T14:28:48.000Z (almost 8 years ago)
• Last Synced: 2025-04-09T07:38:44.428Z (6 months ago)
• Topics: belief-functions-theory, data-fusion, dempster-shafer-theory, uncertainty
• Language: C++
• Size: 234 KB
• Stars: 25
• Watchers: 3
• Forks: 6
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
BFT - Belief Functions Theory library

=====================================

Master:

Windows: [![Windows Status](http://img.shields.io/appveyor/ci/mkurdej/bft.svg?branch=master)](https://ci.appveyor.com/project/mkurdej/bft)

Linux & OS X: [![Linux & OS X Status](https://travis-ci.org/mkurdej/bft.svg?branch=master)](https://travis-ci.org/mkurdej/bft)

[![Coverage Status](https://coveralls.io/repos/mkurdej/bft/badge.png?branch=master)](https://coveralls.io/r/mkurdej/bft?branch=master)

Develop:

Windows: [![Windows Status](http://img.shields.io/appveyor/ci/mkurdej/bft.svg?branch=develop)](https://ci.appveyor.com/project/mkurdej/bft)

Linux & OS X: [![Linux & OS X Status](https://travis-ci.org/mkurdej/bft.svg?branch=develop)](https://travis-ci.org/mkurdej/bft)

[![Coverage Status](https://coveralls.io/repos/mkurdej/bft/badge.png?branch=develop)](https://coveralls.io/r/mkurdej/bft?branch=develop)



  



Belief functions theory (Dempster-Shafer theory) implementation in C++

Dempster-Shafer theory implementation in a Boost-like fashion.

Features:

* FRAME OF DISCERNMENT

    * type checking

    * cartesian product of frames (TODO)

* MASS function and its equivalents

    * belief function

    * commonality function

    * plausibility function

* TRANSFORMATION functions (to_*)

    * to_belief

    * to_commonality

    * to_mass

    * to_plausibility

* NORMALIZATION

* OPERATOR/RULE

    * conjunctive rule (normal | by commonality) (precise | random)

    * disjunctive

    * Dempster

    * adaptive (Dubois-Prade)

    * cautious (conjunctive) rule + bold (disjunctive) rule (Denoeux)

    * PCx5, others

* DECOMPOSITION

* DISCOUNTING

* CONTEXTUAL DISCOUNTING