找回密碼
 To register

QQ登錄

只需一步，快速開始

掃一掃，訪問微社區(qū)

打印 上一主題 下一主題

Titlebook: Continuous-Time Markov Decision Processes; Borel Space Models a Alexey Piunovskiy,Yi Zhang Book 2020 Springer Nature Switzerland AG 2020 90

[復(fù)制鏈接]
查看: 27871|回復(fù): 40
樓主
發(fā)表于 2025-3-21 18:42:53 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Continuous-Time Markov Decision Processes
副標(biāo)題Borel Space Models a
編輯Alexey Piunovskiy,Yi Zhang
視頻videohttp://file.papertrans.cn/238/237046/237046.mp4
概述Features a detailed treatment of constrained problems.Covers exponential semi-Markov decision processes.Includes various unpublished results and illustrates the theory with new solved examples.Introdu
叢書名稱Probability Theory and Stochastic Modelling
圖書封面Titlebook: Continuous-Time Markov Decision Processes; Borel Space Models a Alexey Piunovskiy,Yi Zhang Book 2020 Springer Nature Switzerland AG 2020 90
描述.This book offers a systematic and rigorous treatment of continuous-time Markov decision processes, covering both theory and possible applications to queueing systems, epidemiology, finance, and other fields. Unlike most books on the subject, much attention is paid to problems with functional constraints and the realizability of strategies..Three major methods of investigations are presented, based on dynamic programming, linear programming, and reduction to discrete-time problems. Although the main focus is on models with total (discounted or undiscounted) cost criteria, models with average cost criteria and with impulsive controls are also discussed in depth..The book is self-contained. A separate chapter is devoted to Markov pure jump processes and the appendices collect the requisite background on real analysis and applied probability. All the statements in the main text are proved in detail..Researchers and graduate students in applied probability, operational research, statistics and engineering will find this monograph interesting, useful and valuable.??.
出版日期Book 2020
關(guān)鍵詞90C40, 60J75; continuous-time Markov decision processes; dynamic programming; convex analytic approach;
版次1
doihttps://doi.org/10.1007/978-3-030-54987-9
isbn_softcover978-3-030-54989-3
isbn_ebook978-3-030-54987-9Series ISSN 2199-3130 Series E-ISSN 2199-3149
issn_series 2199-3130
copyrightSpringer Nature Switzerland AG 2020
The information of publication is updating

書目名稱Continuous-Time Markov Decision Processes影響因子(影響力)




書目名稱Continuous-Time Markov Decision Processes影響因子(影響力)學(xué)科排名




書目名稱Continuous-Time Markov Decision Processes網(wǎng)絡(luò)公開度




書目名稱Continuous-Time Markov Decision Processes網(wǎng)絡(luò)公開度學(xué)科排名




書目名稱Continuous-Time Markov Decision Processes被引頻次




書目名稱Continuous-Time Markov Decision Processes被引頻次學(xué)科排名




書目名稱Continuous-Time Markov Decision Processes年度引用




書目名稱Continuous-Time Markov Decision Processes年度引用學(xué)科排名




書目名稱Continuous-Time Markov Decision Processes讀者反饋




書目名稱Continuous-Time Markov Decision Processes讀者反饋學(xué)科排名




單選投票, 共有 1 人參與投票
 

1票 100.00%

Perfect with Aesthetics
 

0票 0.00%

Better Implies Difficulty
 

0票 0.00%

Good and Satisfactory
 

0票 0.00%

Adverse Performance
 

0票 0.00%

Disdainful Garbage
您所在的用戶組沒有投票權(quán)限
沙發(fā)
發(fā)表于 2025-3-21 23:08:59 | 只看該作者
板凳
發(fā)表于 2025-3-22 00:49:47 | 只看該作者
The Discounted Cost Model,strict to (relaxed) .-strategies because (Markov) .-strategies are sufficient for .-discounted problems; see Remark .. (In fact, in this chapter, the class of natural Markov strategies is also sufficient, according to (.). However, we choose to stay with the more general class of .-strategies. The s
地板
發(fā)表于 2025-3-22 07:28:59 | 只看該作者
Reduction to DTMDP: The Total Cost Model,o solving the control problem for the corresponding Discrete-Time Markov Decision Process (DTMDP). After that, we use the known facts for DTMDP models to obtain the corresponding results for CTMDP models. The necessary information about DTMDPs is in Appendix C. We do not assume that the controlled p
5#
發(fā)表于 2025-3-22 11:12:38 | 只看該作者
The Total Cost Model: General Case,ion of a strategy, the classes of Markov .-strategies and Markov Poisson-related strategies are still sufficient for solving constrained and unconstrained optimal control problems with total expected costs. In Sect.?., we investigate the important strategies called mixtures. The realizability of dif
6#
發(fā)表于 2025-3-22 13:34:35 | 只看該作者
Description of CTMDPs and Preliminaries,In comparison with the previous literature, we introduce and consider wider classes of control strategies and put a special emphasis on those that are realizable, see more discussions on this in Sect.?.. A further discussion of possible control strategies is in Chap.?6, Sect.?..
7#
發(fā)表于 2025-3-22 19:45:30 | 只看該作者
The Total Cost Model: General Case,ined optimal control problems with total expected costs. In Sect.?., we investigate the important strategies called mixtures. The realizability of different classes of strategies is discussed in Sect.?..
8#
發(fā)表于 2025-3-23 00:10:34 | 只看該作者
9#
發(fā)表于 2025-3-23 02:32:26 | 只看該作者
10#
發(fā)表于 2025-3-23 07:56:12 | 只看該作者
 關(guān)于派博傳思  派博傳思旗下網(wǎng)站  友情鏈接
派博傳思介紹 公司地理位置 論文服務(wù)流程 影響因子官網(wǎng) 吾愛論文網(wǎng) 大講堂 北京大學(xué) Oxford Uni. Harvard Uni.
發(fā)展歷史沿革 期刊點(diǎn)評 投稿經(jīng)驗(yàn)總結(jié) SCIENCEGARD IMPACTFACTOR 派博系數(shù) 清華大學(xué) Yale Uni. Stanford Uni.
QQ|Archiver|手機(jī)版|小黑屋| 派博傳思國際 ( 京公網(wǎng)安備110108008328) GMT+8, 2025-10-7 20:46
Copyright © 2001-2015 派博傳思   京公網(wǎng)安備110108008328 版權(quán)所有 All rights reserved
快速回復(fù) 返回頂部 返回列表
礼泉县| 孟州市| 娄烦县| 深圳市| 陕西省| 象山县| 阿尔山市| 离岛区| 焦作市| 通城县| 肃北| 宝坻区| 交口县| 乌审旗| 泰顺县| 景谷| 三台县| 马关县| 二连浩特市| 贵阳市| 克拉玛依市| 阿合奇县| 措勤县| 潮安县| 乾安县| 贡觉县| 舒城县| 楚雄市| 长岛县| 湾仔区| 平陆县| 巴塘县| 望江县| 宜君县| 台东县| 万全县| 龙泉市| 鲁山县| 天门市| 安仁县| 同德县|