Langdon, WB;
(2016)
Kin selection with twin genetic programming.
In: Handl, J and Hart, E and Lewis, PR and López-Ibáñez, G and Ochoa, G and Paechter, B, (eds.)
Parallel Problem Solving from Nature – PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings.
(pp. pp. 313-323).
Springer International Publishing: Switzerland.
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Abstract
In steady state Twin GP both children created by sub-tree crossover and point mutation are used. They are born together and die together. Evolution is little changed. Indeed fitness selection using the twin’s co-conceived doppelganger is possible.
| Type: | Proceedings paper |
|---|---|
| Title: | Kin selection with twin genetic programming |
| Event: | Parallel Problem Solving from Nature – PPSN XIV: 14th International Conference |
| ISBN-13: | 9783319458229 |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1007/978-3-319-45823-6_29 |
| Publisher version: | http://dx.doi.org/10.1007/978-3-319-45823-6_29 |
| Language: | English |
| Additional information: | The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-45823-6_29. |
| Keywords: | Theory, Genetic programming, Artificial intelligence, Emergent behaviour, TinyGP, Steady state evolution |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science |
| URI: | https://discovery.ucl.ac.uk/id/eprint/1524248 |
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