Java library devoted to handle Genetic Algorithms and Classifier Systems. It has been engineered to be used into agent based simulation models and to search bounded optimal solutions in wide solution spaces. It runs on distributed clusters.
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Version 0.4 - java installer created - control pannel - examples redefined - debug and doc update Version 0.3.1.0 - debug Version 0.3.0.0 - First version of the classifier system basic version - Substitution of the xls file containing the parameters with an xml file - Added several parameters both for ga nad cs. - Use of reflection for parameters setting - Optimizeing of the ga - fixed mutation process - realization of draft user manual "HowToUseArt.pdf" and parameters description Version 0.2.0.0 - Added parameter to stop evolution when a given fitness is reached (stoppingMethod=3) - Added univocal genome management - Added "quiz" example (run it with:"ant runQuiz") - Fixed bug in mutation rate - Updated graphical library (faster) Version 0.1.0.5 - bugfixing - added some new example applications Version 0.1.0.4 - Added parameters management Version 0.1.0.3 - Bugfixing Version 0.1.0.2 - Added mutate adults and graphs. Version 0.1.0.1 - added check on parameters - modify stdDev computation - speed up computations - riorganized directory structure - added mutateAdults option - added "rescaleFitness" parameter in order to improve efficiency and manage negative fitness - added generateJavadoc in build.xml - added "Change", "Xor", "ToBe" examples application - getConvergence() and getDominantChromosome() moved from Events.java to Population.java - EvaluateFitness taken out of Events.evolve() - several bug fixing and optimizations Version 0.1.0.0 First beta version of the GA implementation with multi genome and enanched aphabet.
Version 0.4 - java installer created - control pannel - examples redefined - debug and doc update Version 0.3.1.0 - debug Version 0.3.0.0 - First version of the classifier system basic version - Substitution of the xls file containing the parameters with an xml file - Added several parameters both for ga nad cs. - Use of reflection for parameters setting - Optimizeing of the ga - fixed mutation process - realization of draft user manual "HowToUseArt.pdf" and parameters description Version 0.2.0.0 - Added parameter to stop evolution when a given fitness is reached (stoppingMethod=3) - Added univocal genome management - Added "quiz" example (run it with:"ant runQuiz") - Fixed bug in mutation rate - Updated graphical library (faster) Version 0.1.0.5 - bugfixing - added some new example applications Version 0.1.0.4 - Added parameters management Version 0.1.0.3 - Bugfixing Version 0.1.0.2 - Added mutate adults and graphs. Version 0.1.0.1 - added check on parameters - modify stdDev computation - speed up computations - riorganized directory structure - added mutateAdults option - added "rescaleFitness" parameter in order to improve efficiency and manage negative fitness - added generateJavadoc in build.xml - added "Change", "Xor", "ToBe" examples application - getConvergence() and getDominantChromosome() moved from Events.java to Population.java - EvaluateFitness taken out of Events.evolve() - several bug fixing and optimizations Version 0.1.0.0 First beta version of the GA implementation with multi genome and enanched aphabet.
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