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Volumn 2006, Issue , 2006, Pages 451-456

Genetic programming: Analysis of optimal mutation rates in a problem with varying difficulty

Author keywords

[No Author keywords available]

Indexed keywords

MATHEMATICAL PROGRAMMING; NUMERICAL METHODS; OPTIMAL CONTROL SYSTEMS; PROBLEM SOLVING;

EID: 33746061251     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (15)
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    • Banzhaf, W.; Francone, F. D.; and Nordin, N. 1996. The effect of extensive use of the mutation operator on generalization in genetic programming using sparse data sets. In Voigt, H.-M.; Ebeling, W.; Rechenberg, I.; and Schwefel, H.-P., eds., Parallel Problem Solving from Nature IV, Proceedings of the International Conference on Evolutionary Computation, volume 1141 of LNCS, 300-309. Berlin, Germany: Springer Verlag.
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  • 3
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    • An adverse interaction between crossover and restricted tree depth in genetic programming
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    • Gathercole, C., and Ross, P. 1996. An adverse interaction between crossover and restricted tree depth in genetic programming. In Koza, J. R.; Goldberg, D. E.; Fogel, D. B.; and Riolo, R. L., eds., Genetic Programming 1996: Proceedings of the First Annual Conference, 291-296. Stanford University, CA, USA: MIT Press.
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    • Gathercole, C.1    Ross, P.2
  • 8
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    • An analysis of the MAX problem in genetic programming
    • Koza, J. R.; Deb, K.; Dorigo, M.: Fogel, D. B.; Garzon, M.; Iba, H.; and Riolo, R. L., eds. Stanford University, CA, USA: Morgan Kaufmann
    • Langdon, W. B., and Poli, R. 1997. An analysis of the MAX problem in genetic programming. In Koza, J. R.; Deb, K.; Dorigo, M.: Fogel, D. B.; Garzon, M.; Iba, H.; and Riolo, R. L., eds., Genetic Programming 1997: Proceedings of the Second Annual Conference, 222-230. Stanford University, CA, USA: Morgan Kaufmann.
    • (1997) Genetic Programming 1997: Proceedings of the Second Annual Conference , pp. 222-230
    • Langdon, W.B.1    Poli, R.2
  • 9
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    • A comparison of crossover and mutation in genetic programming
    • Koza, J. R.; Deb, K.: Dorigo, M.; Fogel, D. B.; Garzon, M.; Iba, H.; and Riolo, R. L., eds. San Francisco, CA: Morgan Kaufmann
    • Luke, S., and Spector. L. 1997. A comparison of crossover and mutation in genetic programming. In Koza, J. R.; Deb, K.: Dorigo, M.; Fogel, D. B.; Garzon, M.; Iba, H.; and Riolo, R. L., eds., Genetic Programming 1997: Proc. of the Second Annual Conf., 240-248. San Francisco, CA: Morgan Kaufmann.
    • (1997) Genetic Programming 1997: Proc. of the Second Annual Conf. , pp. 240-248
    • Luke, S.1    Spector, L.2
  • 10
    • 1542263763 scopus 로고    scopus 로고
    • A revised comparison of crossover and mutation in genetic programming
    • Koza, J. R.; Banzhaf, W.; Chellapilla, K.; Deb, K.; Dorigo, M.; Fogel, D. B.; Garzon, M. H.; Goldberg, D. E.; Iba, H.; and Riolo, R., eds. University of Wisconsin, Madison, Wisconsin, USA: Morgan Kaufmann
    • Luke, S., and Spector, L. 1998. A revised comparison of crossover and mutation in genetic programming. In Koza, J. R.; Banzhaf, W.; Chellapilla, K.; Deb, K.; Dorigo, M.; Fogel, D. B.; Garzon, M. H.; Goldberg, D. E.; Iba, H.; and Riolo, R., eds., Genetic Programming 1998: Proceedings of the Third Annual Conference, 208-213. University of Wisconsin, Madison, Wisconsin, USA: Morgan Kaufmann.
    • (1998) Genetic Programming 1998: Proceedings of the Third Annual Conference , pp. 208-213
    • Luke, S.1    Spector, L.2
  • 11
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    • Analysis of selection, mutation and recombination in genetic algorithms
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    • (1995) Lecture Notes in Computer Science , pp. 188-214
    • Mühlenbein, H.1    Schlierkamp-Voosen, D.2
  • 12
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    • Genetic programming: Parametric analysis of structure altering mutation techniques
    • Rothlauf. F.; Blowers, M.; Branke, J.; Cagnoni, S.; Garibay, I. I.; Garibay, O.; Grahl, J.; Hornby, G.; de Jong, E. D.; Kovacs, T.; Kumar. S.; Lima, C. F.: Llorà, X.; Lobo, F.; Merkle, L. D.; Miller, J.; Moore, J. H.; O'Neill, M.; Pelikan, M.; Riopka, T. P.; Ritchie, M. D.; Sastry, K.; Smith, S. L.; Stringer. H.; Takadama, K.; Toussaint, M.; Upton, S. C.; and Wright, A. H., eds. Washington, D.C., USA: ACM Press
    • Piszcz, A., and Soule, T. 2005. Genetic programming: Parametric analysis of structure altering mutation techniques. In Rothlauf. F.; Blowers, M.; Branke, J.; Cagnoni, S.; Garibay, I. I.; Garibay, O.; Grahl, J.; Hornby, G.; de Jong, E. D.; Kovacs, T.; Kumar. S.; Lima, C. F.: Llorà, X.; Lobo, F.; Merkle, L. D.; Miller, J.; Moore, J. H.; O'Neill, M.; Pelikan, M.; Riopka, T. P.; Ritchie, M. D.; Sastry, K.; Smith, S. L.; Stringer. H.; Takadama, K.; Toussaint, M.; Upton, S. C.; and Wright, A. H., eds., Genetic and Evolutionary Computation Conference (GECC02005) workshop program, 220-227. Washington, D.C., USA: ACM Press.
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