Explicit Control of Diversity and Effective Variation Distance in Linear Genetic Programming

@inproceedings{Brameier2002ExplicitCO,
  title={Explicit Control of Diversity and Effective Variation Distance in Linear Genetic Programming},
  author={Markus Brameier and Wolfgang Banzhaf},
  booktitle={EuroGP},
  year={2002}
}
We investigate structural and semantic distance metrics for linear genetic programs. Causal connections between changes of the genotype and fitness changes form a necessary condition for analyzing structural differences between genetic programs and for the two major objectives of this paper: (i) Distance information between individuals is used to control structural diversity of population individuals actively by a two-level tournament selection. (ii) Variation distance of effective code is… CONTINUE READING

Citations

Publications citing this paper.
Showing 1-10 of 46 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 18 references

Effective Linear Program Induction

  • M. Brameier, W. Banzhaf
  • Collaborative Research Center (SFB) 531…
  • 2001
3 Excerpts

Banzhaf , Spontaneous Group Formation in the Seceder Model

  • F. Liljeros P. Dittrich, A. Soulier, W.
  • Physical Review Letters
  • 2000

Chellapilla , Investigating the Influence of Depth and Degree of Genotypic Change on Fitness in Genetic Programming

  • K.
  • Algorithms on Strings , Trees and Sequences
  • 1997

Similar Papers

Loading similar papers…