Stochastic optimization on Bayesian nets

DOI10.1016/S0377-2217(96)00403-1zbMath0929.90059MaRDI QIDQ1278967

Alexei A. Gaivoronski, Francesco Archetti, Fabio Stella

Publication date: 18 January 2000

Published in: European Journal of Operational Research (Search for Journal in Brave)

zbMATH Keywords

stochastic optimizationgradient estimationBayesian netreliability of semiconductor manufacturing

Mathematics Subject Classification ID

Stochastic programming (90C15) Reliability, availability, maintenance, inspection in operations research (90B25) Production models (90B30)

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Incorporating a Bayesian network into two-stage stochastic programming for blood bank location-inventory problem in case of disasters

Cites Work

• Statistical decision theory and Bayesian analysis. 2nd ed
• Stochastic optimization with structured distributions: The case of Bayesian nets
• Bayesian analysis in expert systems. With comments and a rejoinder by the authors
• stochastic quasigradient methods and their application to system optimization^†
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• Stochastic Optimization Problems with Incomplete Information on Distribution Functions
• A Lagrangian finite generation technique for solving linear-quadratic problems in stochastic programming
• Contributions to the theory of stochastic programming
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