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gepy: Genetic Expression Programming in Python

This is a simple library that implements Genetic Expression Programming (see the book from Ferreira, 2005). It is Python3 only and is thought to replace the old PyGEP, supporting a similar syntax.

Rationale of the chromosomes

The chromosome parameters are:

  • head_length: How long are the heads of the genes
  • gene_number: How many genes there should be
  • functions: Which functions are used to generate the tree
  • terminals: Which terminals are used in the tree
  • random_dc: If to add random domain and autogenerated constants
  • random_num: How many random constants to have per gene
  • adf_length: How long are the heads of the adf section
  • adf_functions: Which functions to use in the adf section
  • adf_num: How many adf to have per chromosome
  • link_function: Which function to use for linking