| LDR | | 02086nmm uu200421 4500 |
| 001 | | 000000330451 |
| 005 | | 20240805161503 |
| 008 | | 181129s2018 |||||||||||||||||c||eng d |
| 020 | |
▼a 9780438402157 |
| 035 | |
▼a (MiAaPQ)AAI10845135 |
| 035 | |
▼a (MiAaPQ)umd:19352 |
| 040 | |
▼a MiAaPQ
▼c MiAaPQ
▼d 248032 |
| 082 | 0 |
▼a 310 |
| 100 | 1 |
▼a Chen, Ye. |
| 245 | 10 |
▼a Stochastic Optimization: Approximate Bayesian Inference and Complete Expected Improvement. |
| 260 | |
▼a [S.l.] :
▼b University of Maryland, College Park.,
▼c 2018 |
| 260 | 1 |
▼a Ann Arbor :
▼b ProQuest Dissertations & Theses,
▼c 2018 |
| 300 | |
▼a 150 p. |
| 500 | |
▼a Source: Dissertation Abstracts International, Volume: 80-02(E), Section: B. |
| 500 | |
▼a Advisers: Ilya Ryzhov |
| 502 | 1 |
▼a Thesis (Ph.D.)--University of Maryland, College Park, 2018. |
| 520 | |
▼a Stochastic optimization includes modeling, computing and decision making. In practice, due to the limitation of mathematical tools or real budget, many practical solution methods are designed using approximation techniques or taking forms that a |
| 520 | |
▼a The first part of the thesis is the consistency analysis of sequential learning algorithms under approximate Bayesian inference. Approximate Bayesian inference is a powerful methodology for constructing computationally efficient statistical mech |
| 520 | |
▼a The second part of the thesis proposes a budget allocation algorithm for the ranking and selection problem. The ranking and selection problem is a well-known mathematical framework for the formal study of optimal information collection. Expected |
| 590 | |
▼a School code: 0117. |
| 650 | 4 |
▼a Statistics. |
| 650 | 4 |
▼a Operations research. |
| 690 | |
▼a 0463 |
| 690 | |
▼a 0796 |
| 710 | 20 |
▼a University of Maryland, College Park.
▼b Mathematics. |
| 773 | 0 |
▼t Dissertation Abstracts International
▼g 80-02B(E). |
| 773 | |
▼t Dissertation Abstract International |
| 790 | |
▼a 0117 |
| 791 | |
▼a Ph.D. |
| 792 | |
▼a 2018 |
| 793 | |
▼a English |
| 856 | 40 |
▼u http://www.riss.kr/pdu/ddodLink.do?id=T15000042
▼n KERIS |
| 980 | |
▼a 201812
▼f 2019 |
| 990 | |
▼a 관리자 |