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Volumn 19, Issue 2, 2005, Pages 208-211

Hybrid models of neural networks and genetic algorithms for predicting preliminary cost estimates

Author keywords

Algorithms; Construction industry; Cost estimates; Hybrid methods; Neural networks

Indexed keywords

BACKPROPAGATION; BUILDINGS; CONSTRUCTION INDUSTRY; DATA ACQUISITION; GENETIC ALGORITHMS; HEURISTIC METHODS; MATHEMATICAL MODELS;

EID: 18144382336     PISSN: 08873801     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0887-3801(2005)19:2(208)     Document Type: Article
Times cited : (85)

References (8)
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    • Adeli, H., and Wu, M. (1998). "Regularization neural network for construction cost estimation." J. Constr, Eng. Manage., 124(1), 18-24.
    • (1998) J. Constr, Eng. Manage. , vol.124 , Issue.1 , pp. 18-24
    • Adeli, H.1    Wu, M.2
  • 2
    • 0034655066 scopus 로고    scopus 로고
    • Neural networks for cost estimation: Simulations and pilot application
    • Bode, J. (2000). "Neural networks for cost estimation: simulations and pilot application." Int. J. Prod. Res., 38(6), 1231-1254.
    • (2000) Int. J. Prod. Res. , vol.38 , Issue.6 , pp. 1231-1254
    • Bode, J.1
  • 3
    • 0000794253 scopus 로고    scopus 로고
    • Neural network model for parametric cost estimation of highway projects
    • Hegazy, T., and Ayed, A. (1998). "Neural network model for parametric cost estimation of highway projects." J. Constr. Eng. Manage., 124(3), 210-218.
    • (1998) J. Constr. Eng. Manage. , vol.124 , Issue.3 , pp. 210-218
    • Hegazy, T.1    Ayed, A.2
  • 4
    • 0028330587 scopus 로고
    • Analogy-based solution to markup estimation problem
    • Hegazy, T., and Moselhi, O. (1994). "Analogy-based solution to markup estimation problem." J. Comput. Civ. Eng., 8(1), 72-87.
    • (1994) J. Comput. Civ. Eng. , vol.8 , Issue.1 , pp. 72-87
    • Hegazy, T.1    Moselhi, O.2
  • 5
    • 0028320021 scopus 로고
    • Developing practical neural network applications using back-propagation
    • Hegazy, T., Moselhi, O., and Fazio, P. (1994). "Developing practical neural network applications using back-propagation." Microcomputers in Civ. Engrg., 9(2), 145-159.
    • (1994) Microcomputers in Civ. Engrg. , vol.9 , Issue.2 , pp. 145-159
    • Hegazy, T.1    Moselhi, O.2    Fazio, P.3
  • 7
    • 0030147563 scopus 로고    scopus 로고
    • On the overtraining phenomenon of backpropagation neural networks
    • Tzafestas, S. G., Dalianis, P. J., and Anthopoulos, G. (1996). "On the overtraining phenomenon of backpropagation neural networks." Math. Comput. Simul., 40, 507-521.
    • (1996) Math. Comput. Simul. , vol.40 , pp. 507-521
    • Tzafestas, S.G.1    Dalianis, P.J.2    Anthopoulos, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.