کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
7543835 | 1489582 | 2018 | 6 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
ریاضیات گسسته و ترکیبات
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs](/preview/png/7543835.png)
چکیده انگلیسی
This note describes sufficient conditions under which total-cost and average-cost Markov decision processes (MDPs) with general state and action spaces, and with weakly continuous transition probabilities, can be reduced to discounted MDPs. For undiscounted problems, these reductions imply the validity of optimality equations and the existence of stationary optimal policies. The reductions also provide methods for computing optimal policies. The results are applied to a capacitated inventory control problem with fixed costs and lost sales.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Operations Research Letters - Volume 46, Issue 2, March 2018, Pages 179-184
Journal: Operations Research Letters - Volume 46, Issue 2, March 2018, Pages 179-184
نویسندگان
Eugene A. Feinberg, Jefferson Huang,