دانلود کتاب Continuous-Time Markov Decision Processes: Theory and Applications

Name: Continuous-Time Markov Decision Processes: Theory and Applications
Availability: InStock
Author: Xianping Guo
ISBN: 3642025463, 9783642025464

by Xianping Guo, Onésimo Hernández-Lerma (auth.)

عنوان فارسی: زمان پیوسته فرآیندهای مارکف تصمیم گیری: نظریه و برنامه های کاربردی
ناشر: Springer-Verlag Berlin Heidelberg
سال: 2009
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 234-239
شابک: 3642025463, 9783642025464
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 2.00 مگابایت

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جزییات کتاب

Continuous-time Markov decision processes (MDPs), also known as controlled Markov chains, are used for modeling decision-making problems that arise in operations research (for instance, inventory, manufacturing, and queueing systems), computer science, communications engineering, control of populations (such as fisheries and epidemics), and management science, among many other fields. This volume provides a unified, systematic, self-contained presentation of recent developments on the theory and applications of continuous-time MDPs. The MDPs in this volume include most of the cases that arise in applications, because they allow unbounded transition and reward/cost rates. Much of the material appears for the first time in book form.