Changes between Version 1 and Version 2 of Features/Genetic Programming

Timestamp:

12/24/11 13:26:02 (13 years ago)

Author:

gkronber

Comment:

--

Features/Genetic Programming

@@ -1 @@
-HeuristicLab 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`.
+= Genetic Programming with HeuristicLab =
+
+[[http://dev.heuristiclab.com/trac/hl/core/wiki/UsersSamples#GeneticProgramming | Samples for Genetic Programming]]
+
+HeuristicLab 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`. 
 
 Supported operators (in 3.3.6):
@@ -12 +16 @@
  * Full-tree shaker (uniform mutation, only parameters)
 
- 
+The symbolic expression tree encoding contains the implementation of the problem independent data structure (a tree of symbols) and operators. Based on the encoding we implemented three well-known GP problems.
+
+Supported Problems (in 3.3.6):
+ * Symbolic regression (`HeuristicLab.Problems.DataAnalysis.Symbolic.Regression`)
+ * Symbolic classification (`HeuristicLab.Problems.DataAnalysis.Symbolic.Classification`)
+ * Artificial Ant problem (`HeuristicLab.Problems.ArtificialAnt`)
+
+Samples for all three of these problems are available on the `Start page` in HeuristicLab. Additional samples are available here: [[http://dev.heuristiclab.com/trac/hl/core/wiki/UsersSamples#GeneticProgramming]]