Conference Paper (published)
Details
Citation
Gustafson S, Burke E & Kendall G (2004) Sampling of Unique Structures and Behaviours in Genetic Programming. In: Keijzer M, O'Reilly U, Lucas S, Costa E & Soule T (eds.) Genetic Programming: 7th European Conference, EuroGP 2004, Coimbra, Portugal, April 5-7, 2004. Proceedings. Lecture Notes in Computer Science, 3003. 7th European Conference, EuroGP 2004 on Genetic Programming, Coimbra, Portugal, 05.04.2004-07.04.2007. Berlin Heidelberg: Springer, pp. 279-288. http://link.springer.com/chapter/10.1007%2F978-3-540-24650-3_26; https://doi.org/10.1007/978-3-540-24650-3_26
Abstract
This paper examines the sampling of unique structures and behaviours in genetic programming. A novel description of behaviour is used to better understand the solutions visited during genetic programming search. Results provide new insight about deception that can be used to improve the algorithm and demonstrate the capability of genetic programming to sample different large tree structures during the evolutionary process.
| Status | Published |
|---|---|
| Title of series | Lecture Notes in Computer Science |
| Number in series | 3003 |
| Publication date | 31/12/2004 |
| Publication date online | 30/04/2004 |
| Publisher | Springer |
| Publisher URL | |
| Place of publication | Berlin Heidelberg |
| ISSN of series | 0302-9743 |
| ISBN | 978-3-540-21346-8 |
| Conference | 7th European Conference, EuroGP 2004 on Genetic Programming |
| Conference location | Coimbra, Portugal |
| Dates | – |