https://github.com/danini-the-panini/clusterga

COS 314 Practical Assignment. Using Genetic Algrothms to find Centroids in a Data Set.
https://github.com/danini-the-panini/clusterga

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COS 314 Practical Assignment. Using Genetic Algrothms to find Centroids in a Data Set.

• Host: GitHub
• URL: https://github.com/danini-the-panini/clusterga
• Owner: danini-the-panini
• Created: 2013-04-30T09:07:35.000Z (over 11 years ago)
• Default Branch: master
• Last Pushed: 2013-05-07T12:28:10.000Z (over 11 years ago)
• Last Synced: 2023-06-11T05:35:17.612Z (over 1 year ago)
• Language: Java
• Size: 129 KB
• Stars: 1
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
Cluster Genetic Algorithm

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COS 314 Artificial Intelligence practical involving finding centroids for a data set using a genetic algorithm.

To build the application:

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Change directory into the folder you found this README file and execute "ant jar".

This should result in a "dist" folder appearing, containing "ClusterGA.jar", the executable jar file.

To run the application:

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In the same directory, execute "java -jar dist/ClusterGA.jar [data file] [number of clusters]", making sure to specify a valid path to a data file, and a positive integer specifying the desired number of clusters.

Upon execution, you will receive a number of prompts asking for additional information. Probabilities should be input as floating point numbers, and anything outside of the range [0,1] will be clamped.

After inputting all necessary information correctly, the GA will commence, with progress shown as a percentage. Once complete, a window will open showing statistical information, as well as a visual representation of the clustering in the case of a 2D data set.