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Structural Results for Constrained Markov Decision Processes
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| 자료유형 | 학위논문 |
|---|---|
| 서명/저자사항 | Structural Results for Constrained Markov Decision Processes. |
| 개인저자 | Girard, Cory Jay. |
| 단체저자명 | Cornell University. Operations Research. |
| 발행사항 | [S.l.]: Cornell University., 2018. |
| 발행사항 | Ann Arbor: ProQuest Dissertations & Theses, 2018. |
| 형태사항 | 159 p. |
| 기본자료 저록 | Dissertation Abstracts International 80-01B(E). Dissertation Abstract International |
| ISBN | 9780438342385 |
| 학위논문주기 | Thesis (Ph.D.)--Cornell University, 2018. |
| 일반주기 |
Source: Dissertation Abstracts International, Volume: 80-01(E), Section: B.
Adviser: Mark E. Lewis. |
| 요약 | In the existing literature on the dynamic control of service systems, a decision-maker seeks to optimize a single performance metric over a given time-horizon. However, in many settings, the decision-maker may be interested in multiple performan |
| 요약 | We formulate this problem (the parallel setting), as well as a related problem in which customers undergo two phases of service in series (the tandem setting), as Constrained Markov Decision Processes (CMDPs). We present a general framework for |
| 요약 | Lastly, we consider a controlled, truncated birth-death chain motivated by optimal treatment prescription in the context of personalized medicine. In this model, states represent the patient's state of health, and treatments can be prescribed to |
| 일반주제명 | Operations research. |
| 언어 | 영어 |
| 바로가기 | 
: 이 자료의 원문은 한국교육학술정보원에서 제공합니다. |
