Stochastic modeling and optimization : with applications in queues, finance, and supply chains
著者
書誌事項
Stochastic modeling and optimization : with applications in queues, finance, and supply chains
Springer, c2003
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注記
Partially based on papers presented at conferences held in Beijing on May 23-25, 2001 and in Hong Kong on May 28-29, 2001
Includes bibliographical references
内容説明・目次
内容説明
This books covers the broad range of research in stochastic models and optimization. Applications presented include networks, financial engineering, production planning, and supply chain management. Each contribution is aimed at graduate students working in operations research, probability, and statistics.
目次
Discrete-time Singularly Perturbed Markov Chains * Nearly Optimal Controls of Markovian Systems * Stochastic Approximation, with Applications * Performance Potential Based Optimization and Markov Decision Processes * An Interior-Point and Decomposition Approach to Stochastic Programming * Stability of General Processing Networks * Large Deviations, Long-Range Dependence, and Queues * Markowitz's World in Continuous Time, and Beyond * A Markov Chain Method for Pricing Contingent Claims * Stochastic Network Models and Optimization of a Hospital System * Optimal Airline Booking Control with Cancellations * Information Revision and Decision Making in Supply Chain Management
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