A small genetic algorithm framework written using new Java 8 features
VERSION 1.2 RELEASE 20140922
- Java 8
- Maven 3
- No external dependencies at this time, besides JUnit
- Note that the current Unit Tests are really just eyeball style tests so I can quickly see if things are working.
- See examples in the com.mattring.smallevo.examples package
- 1st example is PhrasesMain.java
- Attempts to evolve a genome to match the incoming phrase.
java com.mattring.smallevo.examples.phrases.PhrasesMain "I love zebras and elephants"
- 2nd example is TravelingSalesmanMain.java
- Attempts to evolve minimum distance solution to the Traveling Salesman Problem (TSP).
- Reads the tsp_destinations.txt file (which can be created with DestinationFileCreatorMain).
- The TSP, as I have defined it, is to find the shortest possible path that:
- begins at the salesperson's home base (defined as destination)
- visits every other destination once
- returns to home base
- Provides a javafx-based visual playback of the evolution.
SmallEvo is released as open source under the Apache 2.0 License.