A representation scheme to perform program induction in a canonical genetic algorithm

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 866 LNCS, Issue , 1994, Pages 292-301

  Wineberg, Mark ^a   Oppacher, Franz ^a  

^a CARLETON UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CHROMOSOMES; FORESTRY; GENETIC PROGRAMMING; SOFTWARE TESTING;

PARSE TREES; REPRESENTATION SCHEMES;

GENETIC ALGORITHMS;

EID: 84888076455     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-58484-6_273     Document Type: Conference Paper

References (10)

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2. Cramer, N.L., “A Representation for the Adaptive Generation of Simple Sequential Programs”. In Proceedings of an International Conference on Genetic Algorithms and their Applications, 1985, edited by J.J. Grefenstette. Hillsdale, NJ: Lawrence Erlbaum Associates, 183–187.
3. Crick, F., “Split Genes and RNA Splicing” Science, Vol. 204 (April 20, 1979): 264–271.
4. De Jong, K. A., “On Using Genetic Algorithms to Search Program Spaces”. In Proceedings of the 2nd International Conference on Genetic Algorithms, 1987, editor J.J. Grefenstette. Hillsdale, NJ: Lawrence Erlbaum Associates 210–216.
5. Fujiki, C., and J. Dickinson, “Using the Genetic Algorithm to Generate LISP Source Code to Solve the Prisoner's Dilemma”. In Proceedings of the 2nd International Conference on Genetic Algorithms, 1987, editor J.J. Grefenstette. Hillsdale, NJ: Lawrence Erlbaum Associates, 236–240.
6. Goldberg, David E., Genetic Algorithms in Search, Optimization & Machine Learning. Reading, Massachusetts: Addison-Wesley Publishing Company, Inc., 1989.
7. Holland, John H., Adaptation in Natural and Artificial Systems. Cambridge, Massachusetts: MIT Press, 1992; first published University of Michigan, 1975.
8. Koza, John R., Genetic Programming: On the Programming of Computers by means of Natural Selection. Cambridge Massachusetts: MIT Press, 1992.
9. O'Reilly, U.-M., and F. Oppacher, “The Troubling Aspects of a Building Block Hypothesis for Genetic Programming”. To appear in Foundations of Genetic Algorithms 3, 1994.
10. Wineberg, M, and F. Oppacher, “A Canonical Genetic Algorithm Based Approach to Genetic Programming” to appear in the proceedings of the ECAI-94 Workshop on Applied Genetic and Other Evolutionary Algorithms, 1994.