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Abstract: For Artificial Life applications it is useful to extend Genetic Algorithms from a finite search space with fixed-length genotypes to open-ended evolution with variable-length genotypes. A new theoretical analysis is required, as Holland's Schema Theorem only applies to fixed lengths. It will be argued, using concepts of epistasis and fitness landscapes drawn from theoretical biology, that in the long run a population must have genotypes of nearly equal length, and this length can only increase... (Update)
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BibTeX entry: (Update)
Inman Harvey. Species adaptation genetic algorithms: The basis for a continuing SAGA. In F. J. Varela and P. Bourgine, editors, Toward a Practice of Autonomous Systems: Proceedings of the First European Conference on Artificial Life, pages 346--354. MIT Press/Bradford Books, Cambridge, MA, 1992. http://citeseer.ist.psu.edu/harvey92species.html More
@inproceedings{ harvey91species,
author = "I. Harvey",
title = "Species Adaptation Genetic Algorithms: a basis for a continuing {SAGA}",
booktitle = "Proceedings of the First European Conference on Artificial Life. Toward a Practice of Autonomous Systems",
month = "11-13",
publisher = "MIT Press, Cambridge, MA",
address = "Paris, France",
editor = "F. J. Varela and P. Bourgine",
pages = "346--354",
year = "1992",
url = "citeseer.ist.psu.edu/harvey92species.html" }
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