메뉴 건너뛰기




Volumn 96, Issue 12, 2011, Pages 1667-1679

Likelihood ratio gradient estimation for dynamic reliability applications

Author keywords

Derivative estimation; Dynamic reliability; Importance measure; Importance sampling; Likelihood ratio; Monte Carlo simulation

Indexed keywords

DERIVATIVE ESTIMATION; DYNAMIC RELIABILITY; IMPORTANCE MEASURE; IMPORTANCE SAMPLING; LIKELIHOOD RATIOS; MONTE CARLO SIMULATION;

EID: 80455173843     PISSN: 09518320     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ress.2011.08.001     Document Type: Article
Times cited : (35)

References (49)
  • 1
    • 0342584003 scopus 로고    scopus 로고
    • Dynamic reliability
    • J. Lewins, M. Becker, Plenum Press New York
    • J. Devooght Dynamic reliability J. Lewins, M. Becker, Advances in nuclear science and technology vol. 25 1997 Plenum Press New York 215 278
    • (1997) Advances in Nuclear Science and Technology , vol.25 , pp. 215-278
    • Devooght, J.1
  • 3
    • 0028197894 scopus 로고
    • Risk assessment for dynamic systems: An overview
    • N. Siu Risk assessment for dynamic systems: an overview Reliability Engineering and System Safety 43 1994 43 73
    • (1994) Reliability Engineering and System Safety , vol.43 , pp. 43-73
    • Siu, N.1
  • 4
    • 0033715322 scopus 로고    scopus 로고
    • Dynamic reliability: Towards an integrated platform for probabilistic risk assessment
    • P.E. Labeau, C. Smidts, and S. Swaminathan Dynamic reliability: towards an integrated platform for probabilistic risk assessment Reliability Engineering and System Safety 68 2000 219 254
    • (2000) Reliability Engineering and System Safety , vol.68 , pp. 219-254
    • Labeau, P.E.1    Smidts, C.2    Swaminathan, S.3
  • 5
  • 6
    • 0027885377 scopus 로고
    • Dynamic event trees in accident sequence analysis: Application to steam generator tube rupture
    • C. Acosta, and N. Siu Dynamic event trees in accident sequence analysis: application to steam generator tube rupture Reliability Engineering and System Safety 41 1993 135 154
    • (1993) Reliability Engineering and System Safety , vol.41 , pp. 135-154
    • Acosta, C.1    Siu, N.2
  • 7
    • 0030173437 scopus 로고    scopus 로고
    • The DYLAM approach for the dynamic reliability analysis of systems
    • DOI 10.1016/0951-8320(95)00139-5
    • G. Cojazzi The DYLAM approach for dynamic reliability analysis of systems Reliability Engineering and System Safety 52 1996 279 296 (Pubitemid 126394193)
    • (1996) Reliability Engineering and System Safety , vol.52 , Issue.3 SPEC. ISS. , pp. 279-296
    • Cojazzi, G.1
  • 8
    • 0030173811 scopus 로고    scopus 로고
    • The development and application of the accident dynamic simulator for dynamic probabilistic risk assessment of nuclear power plants
    • DOI 10.1016/0951-8320(95)00140-9
    • K.S. Hsueh, and A. Mosleh The development and application of the accident dynamic simulator for dynamic probabilistic risk assessment of nuclear power plants Reliability Engineering and System Safety 52 1996 297 314 (Pubitemid 126394194)
    • (1996) Reliability Engineering and System Safety , vol.52 , Issue.3 SPEC. ISS. , pp. 297-314
    • Hsueh, K.-S.1    Mosleh, A.2
  • 9
    • 0026890894 scopus 로고
    • Probabilistic reactor dynamics. II. A Monte Carlo study of a fast reactor transient
    • C. Smidts, and J. Devooght Probabilistic reactor dynamics. II. A Monte Carlo study of a fast reactor transient Nuclear Science and Engineering 111 1992 241 256
    • (1992) Nuclear Science and Engineering , vol.111 , pp. 241-256
    • Smidts, C.1    Devooght, J.2
  • 10
    • 0030171467 scopus 로고    scopus 로고
    • Monte Carlo approach to PSA for dynamic process systems
    • DOI 10.1016/0951-8320(95)00131-X
    • M. Marseguerra, and E. Zio Monte Carlo approach to PSA for dynamic process systems Reliability Engineering and System Safety 52 1996 227 241 (Pubitemid 126394190)
    • (1996) Reliability Engineering and System Safety , vol.52 , Issue.3 SPEC. ISS. , pp. 227-241
    • Marseguerra, M.1    Zio, E.2
  • 11
    • 0030295836 scopus 로고    scopus 로고
    • Probabilistic dynamics: Estimation of generalized unreliability through efficient Monte Carlo simulation
    • DOI 10.1016/0306-4549(95)00120-4
    • P.E. Labeau Probabilistic dynamics: estimation of generalized unreliability through efficient Monte Carlo simulation Annals of Nuclear Energy 23 1996 1355 1369 (Pubitemid 126374900)
    • (1996) Annals of Nuclear Energy , vol.23 , Issue.17 , pp. 1355-1369
    • Labeau, P.E.1
  • 12
    • 0031678195 scopus 로고    scopus 로고
    • A survey on Monte Carlo estimation of small failure risks in dynamic reliability
    • P.E. Labeau A survey on Monte Carlo estimation of small failure risks in dynamic reliability International Journal of Electronics and Communication 52 1998 205 211
    • (1998) International Journal of Electronics and Communication , vol.52 , pp. 205-211
    • Labeau, P.E.1
  • 13
    • 0023328961 scopus 로고
    • Computer-assisted markov failure modeling of process control systems
    • T. Aldemir Computer-assisted Markov failure modeling of process control systems IEEE Transactions on Reliability 36 1987 133 144 (Pubitemid 17597639)
    • (1987) IEEE Transactions on Reliability , vol.R-36 , Issue.1 , pp. 133-144
    • Aldemir, T.1
  • 14
    • 0024735795 scopus 로고
    • Sensitivity analysis for simulations via likelihood ratios
    • M.I. Reiman, and A. Weiss Sensitivity analysis for simulations via likelihood ratios Operations Research 37 1989 830 844 (Pubitemid 20599548)
    • (1989) Operations Research , vol.37 , Issue.5 , pp. 830-844
    • Reiman Martin, I.1    Weiss Alan2
  • 18
    • 0000816682 scopus 로고
    • Piecewise-deterministic Markov processes: A general class of non-diffusion stochastic models
    • M.H.A. Davis Piecewise-deterministic Markov processes: a general class of non-diffusion stochastic models Journal of the Royal Statistical Society 46 1989 353 388
    • (1989) Journal of the Royal Statistical Society , vol.46 , pp. 353-388
    • Davis, M.H.A.1
  • 24
    • 56849096061 scopus 로고    scopus 로고
    • What you should know about simulation and derivatives
    • M.C. Fu What you should know about simulation and derivatives Naval Research Logistics 55 2008 723 736
    • (2008) Naval Research Logistics , vol.55 , pp. 723-736
    • Fu, M.C.1
  • 26
    • 0023384391 scopus 로고
    • Performance evaluation and perturbation analysis of discrete event dynamic systems
    • Y.C. Ho Performance evaluation and perturbation analysis of discrete event dynamic systems IEEE Transactions on Automatic Control 32 1987 563 572
    • (1987) IEEE Transactions on Automatic Control , vol.32 , pp. 563-572
    • Ho, Y.C.1
  • 27
    • 0000405299 scopus 로고
    • Smoothed (conditional) perturbation analysis of discrete event dynamical systems
    • W.B. Gong, and Y.C. Ho Smoothed (conditional) perturbation analysis of discrete event dynamical systems IEEE Transactions on Automatic Control 32 1987 858 866
    • (1987) IEEE Transactions on Automatic Control , vol.32 , pp. 858-866
    • Gong, W.B.1    Ho, Y.C.2
  • 29
    • 0040085167 scopus 로고
    • Sampling derivatives of probabilities
    • G.C. Pflug Sampling derivatives of probabilities Computing 42 1989 315 328
    • (1989) Computing , vol.42 , pp. 315-328
    • Pflug, G.C.1
  • 30
    • 0023543886 scopus 로고
    • Likelilood ratio gradient estimation: An overview
    • Atlanta, Georgia, USA
    • Glynn PW. Likelilood ratio gradient estimation: an overview. In: Proceedings of the 1987 winter simulation conference, Atlanta, Georgia, USA; 1987. p. 366-75.
    • (1987) Proceedings of the 1987 Winter Simulation Conference , pp. 366-75
    • Glynn, P.W.1
  • 31
    • 0022793049 scopus 로고
    • The score function approach for sensitivity analysis of computer simulation models
    • R.Y. Rubinstein The score function approach for sensitivity analysis of computer simulation models Mathematics and Computers in Simulation 28 1986 351 379
    • (1986) Mathematics and Computers in Simulation , vol.28 , pp. 351-379
    • Rubinstein, R.Y.1
  • 32
    • 0024480453 scopus 로고
    • Sensitivity analysis and performance extrapolation for computer simulation models
    • R.Y. Rubinstein Sensitivity analysis and performance extrapolation for computer simulation models Operations Research 37 1989 72 81
    • (1989) Operations Research , vol.37 , pp. 72-81
    • Rubinstein, R.Y.1
  • 36
    • 0000997790 scopus 로고
    • A unified view of the IPA, SF, and LR gradient estimation techniques
    • P. LEcuyer A unified view of the IPA, SF, and LR gradient estimation techniques Management Science 36 1990 1364 1383
    • (1990) Management Science , vol.36 , pp. 1364-1383
    • Lecuyer, P.1
  • 37
    • 0011744299 scopus 로고
    • On the interchange of derivative and expectation for likelihood ratio derivative estimators
    • P. LEcuyer On the interchange of derivative and expectation for likelihood ratio derivative estimators Management Science 41 1995 738 748
    • (1995) Management Science , vol.41 , pp. 738-748
    • Lecuyer, P.1
  • 38
    • 0036723528 scopus 로고    scopus 로고
    • Procedures of Monte Carlo transport simulation for applications in system engineering
    • DOI 10.1016/S0951-8320(02)00055-8, PII S0951832002000558
    • P.E. Labeau, and E. Zio Procedures of Monte Carlo transport simulation for application in system engineering Reliability Engineering and System Safety 77 2002 217 228 (Pubitemid 34946907)
    • (2002) Reliability Engineering and System Safety , vol.77 , Issue.3 , pp. 217-228
    • Labeau, P.E.1    Zio, E.2
  • 44
    • 49749089694 scopus 로고    scopus 로고
    • Hierarchical planning and multi-level scheduling for simulation-based probabilistic risk assessment
    • Washington, DC, USA
    • Nejad H, Zhu DF, Mosleh A. Hierarchical planning and multi-level scheduling for simulation-based probabilistic risk assessment. In: Proceedings of the 2007 winter simulation conference, Washington, DC, USA; 2007. p. 1189-97.
    • (2007) Proceedings of the 2007 Winter Simulation Conference , pp. 1189-1197
    • Nejad, H.1    Zhu, D.F.2    Mosleh, A.3
  • 46
    • 0031062137 scopus 로고    scopus 로고
    • Dependability modelling and evaluation by using stochastic Petri nets: Application to two test cases
    • PII S0951832096001081
    • Y. Dutuit, E. Châtelet, J.P. Signoret, and P. Thomas Dependability modelling and evaluation by using stochastic Petri nets: application to two test cases Reliability Engineering and System Safety 55 1997 117 124 (Pubitemid 127380848)
    • (1997) Reliability Engineering and System Safety , vol.55 , Issue.2 , pp. 117-124
    • Dutuit, Y.1    Chatelet, E.2    Signoret, J.-P.3    Thomas, P.4
  • 47
    • 77955019366 scopus 로고    scopus 로고
    • You need Monte Carlo method - Techniques for enhancing applications
    • in Chinese
    • Z.Q. Yang You need Monte Carlo method - techniques for enhancing applications Applications of Statistics and Management 27 2007 365 376 in Chinese
    • (2007) Applications of Statistics and Management , vol.27 , pp. 365-376
    • Yang, Z.Q.1
  • 48
    • 0001297492 scopus 로고
    • Asymptotics of likelihood ratio derivative estimators in simulations of highly reliable Markovian systems
    • M.K. Nakayama Asymptotics of likelihood ratio derivative estimators in simulations of highly reliable Markovian systems Management Science 41 1995 524 554
    • (1995) Management Science , vol.41 , pp. 524-554
    • Nakayama, M.K.1
  • 49
    • 0035341687 scopus 로고    scopus 로고
    • A new importance measure for risk-informed decision making
    • DOI 10.1016/S0951-8320(00)00108-3, PII S0951832000001083
    • E. Borgonovo, and G.E. Apostolakis A new importance measure for risk-informed decision making Reliability Engineering and System Safety 72 2001 193 212 (Pubitemid 32334938)
    • (2001) Reliability Engineering and System Safety , vol.72 , Issue.2 , pp. 193-212
    • Borgonovo, E.1    Apostolakis, G.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.