Package ec.gp.build

Class RandomBranch

java.lang.Object
ec.gp.GPNodeBuilder
ec.gp.build.RandomBranch
All Implemented Interfaces:
Prototype, Setup, Serializable, Cloneable

public class RandomBranch extends GPNodeBuilder
RandomBranch implements the Random_Branch tree generation method described in

Chellapilla, K. 1998. Evolving Modular Programs without Crossover. in Proceedings of the Third Annual Genetic Programming Conference (GP98), J.R. Koza et al, editors. San Fransisco: Morgan Kaufmann. 23--31.

This algorithm attempts to create a tree of size requestedSize, or "slightly less". If the pipeline does not specify a size it wants (it uses NOSIZEGIVEN), the algorithm picks a size at random from either [minSize...maxSize] or from sizeDistribution (one of the two must be defined), and attempts to create a tree of that size or "slightly less".

See Also:
  • Field Details

  • Constructor Details

    • RandomBranch

      public RandomBranch()
  • Method Details

    • defaultBase

      public Parameter defaultBase()
      Description copied from interface: Prototype
      Returns the default base for this prototype. This should generally be implemented by building off of the static base() method on the DefaultsForm object for the prototype's package. This should be callable during setup(...).
    • setup

      public void setup(EvolutionState state, Parameter base)
      Description copied from interface: Prototype
      Sets up the object by reading it from the parameters stored in state, built off of the parameter base base. If an ancestor implements this method, be sure to call super.setup(state,base); before you do anything else.

      For prototypes, setup(...) is typically called once for the prototype instance; cloned instances do not receive the setup(...) call. setup(...) may be called more than once; the only guarantee is that it will get called at least once on an instance or some "parent" object from which it was ultimately cloned.

      Specified by:
      setup in interface Prototype
      Specified by:
      setup in interface Setup
      Overrides:
      setup in class GPNodeBuilder
    • newRootedTree

      public GPNode newRootedTree(EvolutionState state, GPType type, int thread, GPNodeParent parent, GPFunctionSet set, int argposition, int requestedSize)
      Specified by:
      newRootedTree in class GPNodeBuilder