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Changes between Initial Version and Version 1 of Features/Genetic Programming


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Timestamp:
12/24/11 13:10:30 (12 years ago)
Author:
gkronber
Comment:

Created page for GP

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  • Features/Genetic Programming

    v1 v1  
     1HeuristicLab supports tree-based (Koza-style) genetic programming. This classical form of genetic programming uses a tree-based representation of solution candidates. The data types and operators to work with tree-bsaed solution candidates are implemented in the plugin `HeuristicLab.Encodings.SymbolicExpressionTree`.
     2
     3Supported operators (in 3.3.6):
     4 * Full tree creator
     5 * Grow tree creator
     6 * Ramped-half-half tree creator
     7 * Probabilistic tree creator (PTC)
     8 * Subtree crossover
     9 * Change node type manipulator (single point mutation, symbols)
     10 * Replace branch manipulator (removes a branch and replaces it with a randomly initialized branch) 
     11 * One-point shaker (single point mutation, only parameters)
     12 * Full-tree shaker (uniform mutation, only parameters)
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