메뉴 건너뛰기




Volumn 54, Issue 4, 2008, Pages 879-888

Neural network-based simulation metamodels for predicting probability distributions

Author keywords

Metamodels; Neural networks; Percentiles; Simulation

Indexed keywords

COMPUTER SIMULATION; DECISION MAKING; PROBABILITY DISTRIBUTIONS; UNCERTAINTY ANALYSIS;

EID: 41449119248     PISSN: 03608352     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cie.2007.08.012     Document Type: Article
Times cited : (23)

References (20)
  • 1
    • 0032003280 scopus 로고    scopus 로고
    • Neural network as a simulation metamodel in economic analysis of risky projects
    • Badiru A.B., and Sieger D.B. Neural network as a simulation metamodel in economic analysis of risky projects. European Journal of Operational Research 105 (1998) 130-142
    • (1998) European Journal of Operational Research , vol.105 , pp. 130-142
    • Badiru, A.B.1    Sieger, D.B.2
  • 3
    • 41449116718 scopus 로고    scopus 로고
    • Brierley, P. (2003). Tiberius for excel. http://www.philbrierley.com/.
    • Brierley, P. (2003). Tiberius for excel. http://www.philbrierley.com/.
  • 6
    • 0027629434 scopus 로고
    • A sequential experimental design procedure for the estimation of first- and second-order simulation metamodels
    • Donohue J.M., Houck E.C., and Myers R.H. A sequential experimental design procedure for the estimation of first- and second-order simulation metamodels. ACM Transactions on Modeling and Computer Simulation 3 3 (1993) 190-224
    • (1993) ACM Transactions on Modeling and Computer Simulation , vol.3 , Issue.3 , pp. 190-224
    • Donohue, J.M.1    Houck, E.C.2    Myers, R.H.3
  • 10
    • 0026851007 scopus 로고
    • Using a neural network to enhance the decision making quality of a visual interactive simulation model
    • Hurrion R.D. Using a neural network to enhance the decision making quality of a visual interactive simulation model. Journal of the Operational Research Society 43 4 (1992) 333-341
    • (1992) Journal of the Operational Research Society , vol.43 , Issue.4 , pp. 333-341
    • Hurrion, R.D.1
  • 11
    • 0031284208 scopus 로고    scopus 로고
    • An example of simulation optimisation using a neural network metamodel: finding the optimum number of Kanbans in a manufacturing system
    • Hurrion R.D. An example of simulation optimisation using a neural network metamodel: finding the optimum number of Kanbans in a manufacturing system. Journal of the Operational Research Society 48 11 (1997) 1105-1112
    • (1997) Journal of the Operational Research Society , vol.48 , Issue.11 , pp. 1105-1112
    • Hurrion, R.D.1
  • 12
    • 41449092230 scopus 로고    scopus 로고
    • Kilmer, R. A. & Smith, A. E. (1993). Using artificial neural networks to approximate a discrete event stochastic simulation model. Paper presented at the intelligent engineering systems through artificial neural networks.
    • Kilmer, R. A. & Smith, A. E. (1993). Using artificial neural networks to approximate a discrete event stochastic simulation model. Paper presented at the intelligent engineering systems through artificial neural networks.
  • 13
    • 0032592167 scopus 로고    scopus 로고
    • Computing confidence intervals for stochastic simulation using neural network metamodels
    • Kilmer R.A., Smith A.E., and Shuman L.J. Computing confidence intervals for stochastic simulation using neural network metamodels. Computers & Industrial Engineering 36 2 (1999) 391-407
    • (1999) Computers & Industrial Engineering , vol.36 , Issue.2 , pp. 391-407
    • Kilmer, R.A.1    Smith, A.E.2    Shuman, L.J.3
  • 14
    • 0029424951 scopus 로고    scopus 로고
    • Kilmer, R. A., Smith, A. E., Tunasar, C., & Shuman, L. J. (1995). A neural network metamodel of an emergency department simulation. Paper presented at the proceedings of the fourth industrial engineering research conference, Nashville, TN.
    • Kilmer, R. A., Smith, A. E., Tunasar, C., & Shuman, L. J. (1995). A neural network metamodel of an emergency department simulation. Paper presented at the proceedings of the fourth industrial engineering research conference, Nashville, TN.
  • 16
    • 0026869803 scopus 로고
    • Neural networks and simulation: modeling for applications
    • Padgett M.L., and Roppel T.A. Neural networks and simulation: modeling for applications. Simulation 18 5 (1992) 295-305
    • (1992) Simulation , vol.18 , Issue.5 , pp. 295-305
    • Padgett, M.L.1    Roppel, T.A.2
  • 17
    • 41449089044 scopus 로고    scopus 로고
    • Pierreval, H. (1992). Training a neural network by simulation for dispatching problems. Paper presented at the proceedings of the third Rensselaer international conference on computer integrated engineering.
    • Pierreval, H. (1992). Training a neural network by simulation for dispatching problems. Paper presented at the proceedings of the third Rensselaer international conference on computer integrated engineering.
  • 18
    • 41449086918 scopus 로고    scopus 로고
    • Pierreval, H. & Huntsinger, R. C. (1992). An investigation on neural network capabilities as simulation metamodels. Paper presented at the proceedings of the 1992 summer computer simulation conference.
    • Pierreval, H. & Huntsinger, R. C. (1992). An investigation on neural network capabilities as simulation metamodels. Paper presented at the proceedings of the 1992 summer computer simulation conference.
  • 19
    • 0037143042 scopus 로고    scopus 로고
    • Simulation metamodelling with neural networks: an experimental investigation
    • Sabuncuoglu I., and Touhami S. Simulation metamodelling with neural networks: an experimental investigation. International Journal of Production Research 40 11 (2002) 2483-2505
    • (2002) International Journal of Production Research , vol.40 , Issue.11 , pp. 2483-2505
    • Sabuncuoglu, I.1    Touhami, S.2
  • 20
    • 0034692675 scopus 로고    scopus 로고
    • An optimum Kanban allocation procedure for JIT production systems using neural networks
    • Savsar R., and Choueiki M.H. An optimum Kanban allocation procedure for JIT production systems using neural networks. International Journal of Production Research 38 14 (2000) 3247-3265
    • (2000) International Journal of Production Research , vol.38 , Issue.14 , pp. 3247-3265
    • Savsar, R.1    Choueiki, M.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.