دانلود مقاله ISI انگلیسی شماره 79635
ترجمه فارسی عنوان مقاله

برنامه نویسی پویای گسسته با نتایج در ساختار متغیر تصادفی

عنوان انگلیسی
Discrete dynamic programming with outcomes in random variable structures
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
79635 2007 14 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : European Journal of Operational Research, Volume 177, Issue 3, 16 March 2007, Pages 1535–1548

ترجمه کلمات کلیدی
برنامه نویسی پویا؛ بهینه سازی گسسته؛ تصمیم گیری چند هدفه؛ سفارشات تصادفی
کلمات کلیدی انگلیسی
Dynamic programming; Discrete optimization; Multiobjective decision making; Stochastic orders
پیش نمایش مقاله
پیش نمایش مقاله  برنامه نویسی پویای گسسته با نتایج در ساختار متغیر تصادفی

چکیده انگلیسی

Multiobjective approach is the common way of generalization single-criterion dynamic programming models. Another way is to consider partially ordered criteria structures. That approach is rather rare. The aim of the paper is to present such a model. Generalization of Bellman’s principle of optimality is employed to create a forward procedure to find the set of all maximal elements. As this set is usual large, the second problem under consideration is to find its subsets. To reduce the number of solutions presented to decision maker we propose to apply a family of narrowing relations. That approach is similar to scalarization in multiobjective programming. Ordered structures of random variables based on mean–variance, stochastic dominance and inverse stochastic dominance are considered. Numerical illustration is given at the end of the paper.