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A hybrid computer simulation-artificial neural network algorithm for optimisation of dispatching rule selection in stochastic job shop scheduling problems
Azadeh, Mohammad Ali; Negahban, A.; Moghaddam, M. - In: International journal of production research 50 (2012) 2, pp. 551-566
Persistent link: https://www.econbiz.de/10009549622
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The seven-league scheme : deep learning for large time step Monte Carlo simulations of stochastic differential equations
Liu, Shuaiqiang; Grzelak, Lech A.; Oosterlee, Cornelis … - In: Risks : open access journal 10 (2022) 3, pp. 1-27
We propose an accurate data-driven numerical scheme to solve stochastic differential equations (SDEs), by taking large time steps. The SDE discretization is built up by means of the polynomial chaos expansion method, on the basis of accurately determined stochastic collocation (SC) points. By...
Persistent link: https://www.econbiz.de/10013093086
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A survey on AI-based scheduling models, optimization and prediction for hydropower generation : variants, challenges, and future directions
Villeneuve, Yoan; Séguin, Sara; Chehri, Abdellah - 2022
Persistent link: https://www.econbiz.de/10013502350
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Simulation-optimization via kriging and bootstrapping : a survey
Kleijnen, Jack P. C. - 2013 - Revision of CentER DP 2011-064
Persistent link: https://www.econbiz.de/10010228792
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An analytics approach to guide randomized controlled trials in hypertension management
Bonifonte, Anthony; Ayer, Turgay; Haaland, Benjamin - In: Management science : journal of the Institute for … 68 (2022) 9, pp. 6634-6647
Persistent link: https://www.econbiz.de/10013373087
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Structured deplaning via simulation and optimization
Wald, Andrew; Harmon, Mark; Klabjan, Diego - In: Journal of air transport management 36 (2014), pp. 101-109
Persistent link: https://www.econbiz.de/10010359969
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Augmented Markov chain Monte Carlo simulation for two-stage stochastic programs with recourse
Ekin, Tahir; Polson, Nicholas G.; Soyer, Refik - In: Decision analysis : a journal of the Institute for … 11 (2014) 4, pp. 250-264
Persistent link: https://www.econbiz.de/10010467454
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Design and analysis of simulation experiments : tutorial
Kleijnen, Jack P. C. - 2017
Persistent link: https://www.econbiz.de/10011643247
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Survey on blood supply chain management: : models and methods
Pirabán, A.; Guerrero, W. J.; Labadie, N. - In: Computers & operations research : and their … 112 (2019), pp. 1-23
Persistent link: https://www.econbiz.de/10012109169
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Kriging : methods and applications
Kleijnen, Jack P. C. - 2017
Persistent link: https://www.econbiz.de/10011751019