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Automatic Generation of Adaptive Programs Full Citation: Automatic Generation of Adaptive Programs
| Content Provider | Semantic Scholar |
|---|---|
| Author | Maes, Philippe Matarić, Maja Meyer, J.-A. Pollack, J. |
| Copyright Year | 1996 |
| Abstract | This paper shows how ontogenetic programming, an enhancement to the genetic programming methodology, allows for the automatic generation of adaptive programs. Programs produced by ontogenetic programming may include calls to self-modi cation operators. By permitting runtime program self-modi cation, these operators allow evolved programs to further adapt to their environments. In this paper the ontogenetic programming methodology is described and two examples of its use are presented, one for binary sequence prediction and the other for action selection in a virtual world. In both cases the inclusion of self-modi cation operators has a clear positive impact on the ability of genetic programming to produce successful programs. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://faculty.hampshire.edu/lspector/pubs/onto-sab96-e.pdf |
| Alternate Webpage(s) | http://hampshire.edu/lspector/pubs/onto-sab96-e.pdf |
| Alternate Webpage(s) | http://helios.hampshire.edu/lspector/pubs/onto-sab96-e.pdf |
| Alternate Webpage(s) | http://helios.hampshire.edu/lspector/pubs/onto-sab96-e.ps |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
