메뉴 건너뛰기




Volumn 5, Issue 2, 2004, Pages 81-90

Selection of genetic algorithm parameters for backcalculation of pavement moduli

Author keywords

Backcalculation; Computational effort; Genetic algorithm; Pavement layer moduli; Selection of GA parameters

Indexed keywords

CHROMOSOMES; CONVERGENCE OF NUMERICAL METHODS; DECISION MAKING; ELASTICITY; ERROR ANALYSIS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; MUTAGENS; OPTIMIZATION; PROBABILITY;

EID: 7044235218     PISSN: 10298436     EISSN: None     Source Type: Journal    
DOI: 10.1080/10298430412331309106     Document Type: Article
Times cited : (36)

References (28)
  • 2
    • 0002875031 scopus 로고
    • Evolution strategies i: Variants and their computational implementation
    • Winter, G., Periaux, J., Galan, M. and Cuesta, P., eds, (John Wiley and Sons, Chichester)
    • Back, T. and Schwefel, H.-P. (1995) "Evolution strategies i: variants and their computational implementation", In: Winter, G., Periaux, J., Galan, M. and Cuesta, P., eds, Genetic Algorithms in Engineering and Computer Science (John Wiley and Sons, Chichester), pp 111-126.
    • (1995) Genetic Algorithms in Engineering and Computer Science , pp. 111-126
    • Back, T.1    Schwefel, H.-P.2
  • 3
    • 0002478891 scopus 로고
    • Adapting operator probabilities in genetic algorithms
    • Schaffer, J.D., ed., (Morgan Kaufmann, San Mateo, CA)
    • Davis, L. (1989) "Adapting operator probabilities in genetic algorithms", In: Schaffer, J.D., ed., Proceedings of the Third International Conference on Genetic Algorithms (Morgan Kaufmann, San Mateo, CA), pp 61-69.
    • (1989) Proceedings of the Third International Conference on Genetic Algorithms , pp. 61-69
    • Davis, L.1
  • 6
    • 5244291088 scopus 로고    scopus 로고
    • Backcalculation analysis of pavement layer moduli using genetic algorithms
    • TRB, National Research Council, Washington DC
    • Fwa, T.F., Tan, C.Y. and Chan, W.T. (1997) "Backcalculation analysis of pavement layer moduli using genetic algorithms", Transportation Research Record 1570 (TRB, National Research Council, Washington DC), pp 134-142.
    • (1997) Transportation Research Record , vol.1570 , pp. 134-142
    • Fwa, T.F.1    Tan, C.Y.2    Chan, W.T.3
  • 8
    • 0000510934 scopus 로고
    • Genetic algorithms noise, and the sizing of populations
    • Goldberg, D.E., Deb, K., and Clark, J.H. (1992) "Genetic algorithms noise, and the sizing of populations", Complex Systems 6, 333-362.
    • (1992) Complex Systems , vol.6 , pp. 333-362
    • Goldberg, D.E.1    Deb, K.2    Clark, J.H.3
  • 9
    • 0022559425 scopus 로고
    • Optimization of control parameters for genetic algorithms
    • Sage, A.P., ed. (New York)
    • Grefenstette, J.J. (1986) "Optimization of control parameters for genetic algorithms", In: Sage, A.P., ed., IEEE Transactions on Systems, Man, and Cybernetics (New York), Vol. SMC-16 (1), pp 122-128.
    • (1986) IEEE Transactions on Systems, Man, and Cybernetics , vol.SMC-16 , Issue.1 , pp. 122-128
    • Grefenstette, J.J.1
  • 11
    • 0002472452 scopus 로고
    • Genetic algorithms and the optimal allocation of trials
    • Holland, J.H. (1973) "Genetic algorithms and the optimal allocation of trials", SIAM Journal on Computing 2(2), 88-105.
    • (1973) SIAM Journal on Computing , vol.2 , Issue.2 , pp. 88-105
    • Holland, J.H.1
  • 14
    • 0001853198 scopus 로고
    • What have you done for me lately? Adapting operator probabilities in a steady-static genetic algorithm
    • Eschelman, L., ed. (Morgan Kaufmann, San Francisco, CA)
    • Julstrom, B.A. (1995) "What have you done for me lately? Adapting operator probabilities in a steady-static genetic algorithm", In: Eschelman, L., ed., Proceedings of the Sixth International Conference on Genetic Algorithms (Morgan Kaufmann, San Francisco, CA), pp 81-87.
    • (1995) Proceedings of the Sixth International Conference on Genetic Algorithms , pp. 81-87
    • Julstrom, B.A.1
  • 15
    • 7044243709 scopus 로고    scopus 로고
    • Backcalculation of pavement layer moduli using genetic algorithms
    • University of Washington, Seattle, Washington
    • Kameyama, S., Himeno, K., Kasahara, A. and Maruyama, T. (1998) "Backcalculation of pavement layer moduli using genetic algorithms", 8th International conference on Asphalt Pavements (University of Washington, Seattle, Washington), pp 1375-1385.
    • (1998) 8th International Conference on Asphalt Pavements , pp. 1375-1385
    • Kameyama, S.1    Himeno, K.2    Kasahara, A.3    Maruyama, T.4
  • 19
    • 0028531679 scopus 로고
    • Backcalculation of flexible pavement moduli using artificial neural networks
    • TRB, National Research Council, Washington DC
    • Meier, R.G. and Rix, G.J. (1994) "Backcalculation of flexible pavement moduli using artificial neural networks", Transportation Research Record 1448 (TRB, National Research Council, Washington DC), pp 75-82.
    • (1994) Transportation Research Record , vol.1448 , pp. 75-82
    • Meier, R.G.1    Rix, G.J.2
  • 20
    • 0011863027 scopus 로고
    • Adaptive search using a reproductive meta-plan
    • Mercer, R.E. and Sampson, J.R. (1978) "Adaptive search using a reproductive meta-plan", Kybernetes 7, 215-228.
    • (1978) Kybernetes , vol.7 , pp. 215-228
    • Mercer, R.E.1    Sampson, J.R.2
  • 21
    • 0002091030 scopus 로고
    • How genetic algorithms really work: I. mutation and hill climbing
    • Manner, R. and Manderick, B., eds, Elsevier Science, Amsterdam, The Netherlands
    • Muhlenbein, H. (1992) "How genetic algorithms really work: I. mutation and hill climbing", In: Manner, R. and Manderick, B., eds, Parallel Problem Solving from Nature (Elsevier Science, Amsterdam, The Netherlands), Vol. 2, pp 15-25.
    • (1992) Parallel Problem Solving from Nature , vol.2 , pp. 15-25
    • Muhlenbein, H.1
  • 24
    • 7044266584 scopus 로고    scopus 로고
    • Backcalculation of pavement layer moduli using genetic algorithms
    • Indian Roads Congress, New Delhi
    • Reddy, M.A., Murthy, M.S., Reddy, K.S. and Pandey, B.B. (2002) "Backcalculation of pavement layer moduli using genetic algorithms", Journal of Highway Research Board 66, 1-10, Indian Roads Congress, New Delhi.
    • (2002) Journal of Highway Research Board , vol.66 , pp. 1-10
    • Reddy, M.A.1    Murthy, M.S.2    Reddy, K.S.3    Pandey, B.B.4
  • 25
    • 0002346490 scopus 로고
    • A study of control parameters affecting online performance of genetic algorithms for function optimization
    • Schaffer, J.D., ed. (Morgan Kaufmann, San Mateo, CA)
    • Schaffer, J.D., Caruana, R.A., Eshelman, L.J. and Das, R. (1989) "A study of control parameters affecting online performance of genetic algorithms for function optimization", In: Schaffer, J.D., ed., Proceedings of International Conference on Genetic Algorithms (Morgan Kaufmann, San Mateo, CA), pp 51-60.
    • (1989) Proceedings of International Conference on Genetic Algorithms , pp. 51-60
    • Schaffer, J.D.1    Caruana, R.A.2    Eshelman, L.J.3    Das, R.4
  • 26
    • 0242351471 scopus 로고
    • Adaptively resizing populations: Algorithm, analysis, and first results
    • Smith, R.E. and Smuda, E. (1995) "Adaptively resizing populations: algorithm, analysis, and first results", Complex systems 9, 47-72.
    • (1995) Complex Systems , vol.9 , pp. 47-72
    • Smith, R.E.1    Smuda, E.2
  • 27
    • 0029333770 scopus 로고
    • Analytical procedures in nondestructive testing pavement evaluation
    • TRB, National Research Council, Washington DC
    • Ullidtz, P. and Coetzee, N.F. (1995) "Analytical procedures in nondestructive testing pavement evaluation", Transportation Research Record 1482 (TRB, National Research Council, Washington DC), pp 61-66.
    • (1995) Transportation Research Record , vol.1482 , pp. 61-66
    • Ullidtz, P.1    Coetzee, N.F.2
  • 28
    • 0001403575 scopus 로고
    • Genetic algorithms for real parameter optimization
    • Rawins, G., ed. (Morgan Kaufmann Publishers, Los Atlos, CA)
    • Wright, A.H. (1991) "Genetic algorithms for real parameter optimization", In: Rawins, G., ed., First Workshop on the Foundation of Genetic Algorithms and Classifier Systems (Morgan Kaufmann Publishers, Los Atlos, CA), pp 205-218.
    • (1991) First Workshop on the Foundation of Genetic Algorithms and Classifier Systems , pp. 205-218
    • Wright, A.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.