Analysis of stochastic dual dynamic programming method
نویسنده
چکیده
In this paper we discuss statistical properties and rates of convergence of the Stochastic Dual Dynamic Programming (SDDP) method applied to multistage linear stochastic programming problems. We assume that the underline data process is stagewise independent and consider the framework where at first a random sample from the original (true) distribution is generated and consequently the SDDP algorithm is applied to the constructed Sample Average Approximation (SAA) problem.
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ورودعنوان ژورنال:
- European Journal of Operational Research
دوره 209 شماره
صفحات -
تاریخ انتشار 2011