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Species Adaptation Genetic Algorithms: A Basis for a Continuing SAGA (1992)  (Make Corrections)  (66 citations)
Inman Harvey
Proceedings of the First European Conference on Artificial Life. Toward a Practice of Autonomous Systems



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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" }
Citations (may not include all citations):
1931   Adaptation in Natural and Artificial Systems (context) - Holland - 1975
1051   Optimization and Machine Learning (context) - Goldberg, in - 1989
477   Intelligence without representation - Brooks - 1991
247   A general method applicable to the search for similarities i.. (context) - Needleman, Wunsch - 1970
86   Evolutionary phenomena in simple dynamics (context) - Lindgren - 1991
85   Genetic programming: A paradigm for genetically breeding pop.. - Koza - 1990
76   Towards a general theory of adaptive walks on rugged landsca.. (context) - Kauffman, Levin - 1987
72   The Hypercycle: A Principle of Natural SelfOrganization (context) - Eigen, Schuster - 1979
66   Adaptation on rugged fitness landscapes (context) - Kauffman - 1989
59   A Learning System based on Genetic Adaptive Algorithms (context) - Smith - 1980
32   Natural selection and the concept of a protein space (context) - Smith - 1970
25   Simulated co-evolution as the mechanism for emergent plannin.. (context) - Husbands, Mill - 1991
16   Matching sequences under deletion/insertion constraints (context) - Sankoff - 1972
7   An investigation of messy genetic algorithms (context) - Goldberg, Deb et al. - 1990
6   Molecular evolution over the mutational landscape (context) - Gillespie - 1984
5   Epistasis variance: A viewpoint on representations (context) - Davidor - 1990
2   The Possible and the Actual (context) - cois - 1989
2   Evolution in a population of mutating strategies (context) - Lindgren - 1990



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