The headline feature of GACL v5.0 is the addition of a rebuilt from the ground up Genetic Programming components.
•Completely rebuilt from the ground up Tree-based Genetic Programming with Functions, Constants, and Variables •Generics-based Genetic Programming implementation •6 Initialization Methods (Full, Grow, Half and Half, Ramped Full, Ramped Grow, and Ramped Half and Half) •3 Basic Genetic Operations (crossover, mutation, and inversion) •6 Different Mutation Methods (Subtree, Replacement, Constant, Shrink, Hoist, and Point) •17 Different Bloat Control Strategies (Limit Size or Depth, Tarpeian Size or Depth, Unfit Size or Depth, Shrink Size or Depth, Hoist Size or Depth, Size Fair or Depth Fair Crossover, Size or Depth Parsimony Pressure, Covariant Size or Depth Parsimony Pressure, and Lexicographic Parsimony Pressure) •Executor component for executing your winning genetic programs •Genetic Programming XML Schema for saving and loading genetic programming problems and solutions
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