Mendeley出力
＜図書＞
Design and Analysis of Simulation Experiments
| 責任表示 | Jack P. C. Kleijnen |
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| シリーズ | International series in operations research & management science ; 111 |
| データ種別 | 図書 |
| 出版情報 | New York : Springer , c2008 |
| 本文言語 | 英語 |
| 大きさ | xiii, 216 p. : ill. ; 24 cm |
| 概要 | This is an advanced expository book on statistical methods for the Design and Analysis of Simulation Experiments (DASE). Though the book focuses on DASE for discrete-event simulation (such as queuing ...nd inventory simulations), it also discusses DASE for deterministic simulation (such as engineering and physics simulations). The text presents both classic and modern statistical designs. Classic designs (e.g., fractional factorials) assume only a few factors with a few values per factor. The resulting input/output data of the simulation experiment are analyzed through low-order polynomials, which are linear regression (meta)models. Modern designs allow many more factors, possible with many values per factor. These designs include group screening (e.g., Sequential Bifurcation, SB) and space filling-designs (e.g., Latin Hypercube Sampling, LHS). The data resulting from these modern designs may be analyzed through low-order polynomials for group screening, and various metamodel types (e.g., Kriging) for LHS.続きを見る |
| 電子版へのリンク | https://hdl.handle.net/2324/6978907 |
所蔵情報
| 状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
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理系図3F 数理独自 | KLEI/20/3 | 2008 |
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023212007005413 |
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書誌詳細
| 一般注記 | Includes bibliographical references (p. [175]-210) and index |
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| 著者標目 | *Kleijnen, Jack P. C. |
| 件 名 | LCSH:Experimental design |
| 分 類 | DC21:519 |
| 書誌ID | 1001230872 |
| ISBN | 9780387718125 |
| NCID | BA84047485 |
| 巻冊次 | ISBN:9780387718125 |
| 登録日 | 2009.09.18 |
| 更新日 | 2017.02.18 |