https://github.com/kiranandcode/r-lcs

Recursive Learning Classifier System (RLCS) - Implementation of a Recursive Learning classifier System
https://github.com/kiranandcode/r-lcs

Last synced: 26 days ago
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Recursive Learning Classifier System (RLCS) - Implementation of a Recursive Learning classifier System

• Host: GitHub
• URL: https://github.com/kiranandcode/r-lcs
• Owner: kiranandcode
• Created: 2018-01-20T15:48:56.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-02-07T22:16:00.000Z (over 6 years ago)
• Last Synced: 2024-07-20T19:13:05.924Z (4 months ago)
• Language: Java
• Size: 350 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

        
## Recursive Learning Classifier System (R-LCS) - Java Implementation

Reference: Kiran Gopinathan.

An alternate Learning Classifier System algorithm utilizing recursive links to learn sparse representations of arbitrary binary mappings.

#### Example Training Graph:

![Example Output Graph](https://github.com/Gopiandcode/java-projects/blob/master/gopiandcode-xcs/result6_rcs_2.png)

## XCS Learning Classifier System Java Implementation

Reference: An Algorithmic Description of XCS - Martin V. Butz and Stewart W. Wilson

A customizable implementation of the XCS learning classifier system is also included in this repository.

Produces output graphs of training progress: 

![Example Output Graph](https://raw.githubusercontent.com/Gopiandcode/java-projects/master/gopiandcode-xcs/result.png)