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jmona is a Java API for creating evolution algorithms, including, but not limited to, genetic algorithms, genetic programming, and game-playing algorithms.
The user guide can be found at using jmona, and check out the examples in the code. Specifically, check out
src/test/java/jmona/example/ones/ and the corresponding resources directory,
You can find the project’s information site at http://www.cs.tufts.edu/~jfinke02/jmona.