메뉴 건너뛰기




Volumn , Issue , 2008, Pages 1315-1322

Rapid prediction of optimum population size in genetic programming using a novel genotype - Fitness correlation

Author keywords

Control parameters; Genotype fitness correlation; Landscape; Real world

Indexed keywords

ADAPTIVE ALGORITHMS; COMPUTER PROGRAMMING; CONTROL SYSTEM ANALYSIS; CONTROL THEORY; CORRELATION METHODS; EVOLUTIONARY ALGORITHMS; FORECASTING; GENETIC ALGORITHMS; GENETIC PROGRAMMING; HEALTH; PARAMETER ESTIMATION; POPULATION STATISTICS;

EID: 57349171921     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (9)

References (33)
  • 1
    • 0001900927 scopus 로고
    • The Evolution of Evolvability in Genetic Programming
    • Ed. K. E. Kinnear, MIT Press
    • Altenberg, L. The Evolution of Evolvability in Genetic Programming. In Advances in Genetic Programming (Ed. K. E. Kinnear), MIT Press, 1994, 47-74.
    • (1994) Advances in Genetic Programming , pp. 47-74
    • Altenberg, L.1
  • 2
    • 0002075399 scopus 로고
    • The Schema Theorem and Price's Theorem
    • Estes Park, Colorado, USA, July 31, August 2, Morgan Kaufmann
    • Altenberg, L. The Schema Theorem and Price's Theorem. In Foundations of Genetic Algorithms, Estes Park, Colorado, USA, July 31 - August 2 1995. Morgan Kaufmann, 23-49.
    • (1995) Foundations of Genetic Algorithms , pp. 23-49
    • Altenberg, L.1
  • 3
    • 0346659780 scopus 로고    scopus 로고
    • Fitness Distance Correlation Analysis: An Instructive Counterexample
    • East Lansing, MI, USA, July 19-23, Morgan Kauffman
    • Altenberg, L. Fitness Distance Correlation Analysis: An Instructive Counterexample. In Proceedings of the 7th International Conference on Genetic Algorithms, East Lansing, MI, USA, July 19-23 1997. Morgan Kauffman, 57-64.
    • (1997) Proceedings of the 7th International Conference on Genetic Algorithms , pp. 57-64
    • Altenberg, L.1
  • 5
    • 84958987754 scopus 로고    scopus 로고
    • The Effect of Extensive Use of the Mutation Operator on Generalization in Genetic Programming using Sparse Data Sets
    • Berlin, Germany, Springer-Verlag
    • Banzhaf, W., Francone, F. and Nordin, P. The Effect of Extensive Use of the Mutation Operator on Generalization in Genetic Programming using Sparse Data Sets. In Proceedings of the 4th Conference on Parallel Problem Solving From Nature, Berlin, Germany, 1996. Springer-Verlag, 300-310.
    • (1996) Proceedings of the 4th Conference on Parallel Problem Solving From Nature , pp. 300-310
    • Banzhaf, W.1    Francone, F.2    Nordin, P.3
  • 7
    • 1542286518 scopus 로고    scopus 로고
    • Diversity in Genetic Programming: An Analysis of Measures and Correlation with Fitness
    • Feb
    • Burke, E. K., Gustafson, S. and Kendall, G. Diversity in Genetic Programming: An Analysis of Measures and Correlation with Fitness. IEEE Transactions on Evolutionary Computation, 8, 1, Feb 2004, 47-62.
    • (2004) IEEE Transactions on Evolutionary Computation , vol.8 , Issue.1 , pp. 47-62
    • Burke, E.K.1    Gustafson, S.2    Kendall, G.3
  • 9
    • 31744442607 scopus 로고    scopus 로고
    • Landscape State Machines: Tools for Evolutionary Algorithm Performance Analyses and Landscape/Algorithm Mapping
    • Essex, UK, 14-16 April, Springer
    • Corne, D. W., Oates, M. J. and Kell, D. B. Landscape State Machines: Tools for Evolutionary Algorithm Performance Analyses and Landscape/Algorithm Mapping. In Evoworkshops, Essex, UK, 14-16 April 2003. Springer, 187-198.
    • (2003) Evoworkshops , pp. 187-198
    • Corne, D.W.1    Oates, M.J.2    Kell, D.B.3
  • 12
    • 57349124338 scopus 로고    scopus 로고
    • Eshelman, L. J., Caruana, R. and Schaffer, J. D. Biases in the Crossover Landscape. In Proceedings of the 3rd International Conference on Genetic Algorithms, George Mason University, Fairfax, Virginia, USA, 1989. Morgan Kaufmann, 10-19.
    • Eshelman, L. J., Caruana, R. and Schaffer, J. D. Biases in the Crossover Landscape. In Proceedings of the 3rd International Conference on Genetic Algorithms, George Mason University, Fairfax, Virginia, USA, 1989. Morgan Kaufmann, 10-19.
  • 13
    • 0022559425 scopus 로고
    • Optimisation of control parameters for genetic algorithms
    • Jan-Feb
    • Grefenstette, J. J. Optimisation of control parameters for genetic algorithms. IEEE Transactions on Systems, Man and Cybernetics, 16, 1, Jan-Feb 1986, 122-128.
    • (1986) IEEE Transactions on Systems, Man and Cybernetics , vol.16 , Issue.1 , pp. 122-128
    • Grefenstette, J.J.1
  • 15
    • 0003155122 scopus 로고
    • Fitness Distance Correlation as a Measure of Problem Difficulty for Genetic Algorithms
    • Pittsburgh, PA, USA, Jul 15-19, Morgan Kaufmann
    • Jones, T. and Forrest, S. Fitness Distance Correlation as a Measure of Problem Difficulty for Genetic Algorithms. In Proceedings of the 6th International Conference on Genetic Algorithms, Pittsburgh, PA, USA, Jul 15-19 1995. Morgan Kaufmann, 184-192.
    • (1995) Proceedings of the 6th International Conference on Genetic Algorithms , pp. 184-192
    • Jones, T.1    Forrest, S.2
  • 16
    • 0023647382 scopus 로고
    • Towards a General Theory of Adaptive Walks on Rugged Landscapes
    • Sep
    • Kauffman, S. and Levin, S. Towards a General Theory of Adaptive Walks on Rugged Landscapes. Journal of Theoretical Biology, 128,1, Sep 1987, 11-45.
    • (1987) Journal of Theoretical Biology , vol.128 , Issue.1 , pp. 11-45
    • Kauffman, S.1    Levin, S.2
  • 18
    • 0342666177 scopus 로고    scopus 로고
    • A Comparison of Crossover and Mutation in Genetic Programming
    • Stanford University, CA, USA, Jul 13-16, Morgan Kaufmann
    • Luke, S. and Spector, L. A Comparison of Crossover and Mutation in Genetic Programming. In Proceedings of the 2nd Conference on Genetic Programming, Stanford University, CA, USA, Jul 13-16 1997. Morgan Kaufmann, 240-248.
    • (1997) Proceedings of the 2nd Conference on Genetic Programming , pp. 240-248
    • Luke, S.1    Spector, L.2
  • 19
    • 1542263763 scopus 로고    scopus 로고
    • A Revised Comparison of Crossover and Mutation in Genetic Programming
    • University of Wisconsin, Madison, Wisconsin, USA, Jul 22-25, Morgan Kaufmann
    • Luke, S. and Spector, L. A Revised Comparison of Crossover and Mutation in Genetic Programming. In Proceedings of the 3rd Conference on Genetic Programming, University of Wisconsin, Madison, Wisconsin, USA, Jul 22-25 1998. Morgan Kaufmann, 208-213.
    • (1998) Proceedings of the 3rd Conference on Genetic Programming , pp. 208-213
    • Luke, S.1    Spector, L.2
  • 22
    • 2242454708 scopus 로고    scopus 로고
    • Oates, M., Corne, D. and Loader, R. Investigation of a characteristic bimodal convergence-time/mutation-rate feature in evolutionary search. In Proceedings of the 1999 Congress on Evolutionary Computation, Washington, DC, USA, Jul 6-9 1999. IEEE, 2182-2188.
    • Oates, M., Corne, D. and Loader, R. Investigation of a characteristic bimodal convergence-time/mutation-rate feature in evolutionary search. In Proceedings of the 1999 Congress on Evolutionary Computation, Washington, DC, USA, Jul 6-9 1999. IEEE, 2182-2188.
  • 23
  • 24
    • 57349109136 scopus 로고    scopus 로고
    • Ochoa, G., Harvey, I. and Buxton, H. On Recombination and Optimal Mutation Rates In Proceedings of the 8th Genetic and Evolutionary Computation Conference (GECCO), Orlando, Florida, USA, Jul 13-17 1999. Morgan Kaufmann, 488-495.
    • Ochoa, G., Harvey, I. and Buxton, H. On Recombination and Optimal Mutation Rates In Proceedings of the 8th Genetic and Evolutionary Computation Conference (GECCO), Orlando, Florida, USA, Jul 13-17 1999. Morgan Kaufmann, 488-495.
  • 25
    • 0001313237 scopus 로고
    • Fundamental Limitations on Search Algorithms: Evolutionary Computing in Perspective
    • Ed. J. van Leeuwen, Springer
    • Radcliffe, N. J. and Surry, P. D. Fundamental Limitations on Search Algorithms: Evolutionary Computing in Perspective. In Computer Science Today (Ed. J. van Leeuwen), Springer, 1995, 275-291.
    • (1995) Computer Science Today , pp. 275-291
    • Radcliffe, N.J.1    Surry, P.D.2
  • 27
    • 34347273311 scopus 로고    scopus 로고
    • Developing Landscape State Machines for Improved Algorithm Performance Prediction
    • Vancouver, Canada, July 16-21, IEEE Press
    • Rowe, W., Corne, D. W. and Knowles, J. Developing Landscape State Machines for Improved Algorithm Performance Prediction. In IEEE Congress on Evolutionary Computation, Vancouver, Canada, July 16-21 2006. IEEE Press, 2944-2951.
    • (2006) IEEE Congress on Evolutionary Computation , pp. 2944-2951
    • Rowe, W.1    Corne, D.W.2    Knowles, J.3
  • 31
    • 0024991769 scopus 로고
    • Correlated and Uncorrelated Fitness Landscapes and How to Tell the Difference
    • Sep
    • Weinberger, E. D. Correlated and Uncorrelated Fitness Landscapes and How to Tell the Difference. Biological Cybernetics, 63, 5, Sep 1990, 325-336.
    • (1990) Biological Cybernetics , vol.63 , Issue.5 , pp. 325-336
    • Weinberger, E.D.1
  • 33
    • 0000907353 scopus 로고
    • The roles of mutation, inbreeding, crossbreeding, and selection in evolution
    • Ithaca, NY, USA
    • Wright, S. The roles of mutation, inbreeding, crossbreeding, and selection in evolution. In Proceedings of the 6th International Congress on Genetics, Ithaca, NY, USA, 1932. 356-366.
    • (1932) Proceedings of the 6th International Congress on Genetics , pp. 356-366
    • Wright, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.