Using evolutionary algorithms
Running without any parameters will open the GUI. If you would rather use the command line, it is also optionally there.
For help with the command line parameters, use java -jar evolution.jar -h
Flag | Description | Default | Parameter |
---|---|---|---|
-a | Algorithm (bp, ga, ds, de) | ga | String |
-b | Beta Rate | 0.100 | Double |
-f | Data File | iris.data | String |
-h | Displays the help text | Void | |
-hl | The amount of hidden layers, and the amount of nodes in each | 40,40 | String |
-lr | Learning Rate | 0.010 | Double |
-m | Mutation Rate | 0.050 | Double |
-o | Offspring count | 10 | Integer |
-p | Population size | 10 | Integer |
Example:
java -jar evolution.jar -f res/iris.data