| 书目名称 | Uncertainty Management in Simulation-Optimization of Complex Systems |
| 副标题 | Algorithms and Appli |
| 编辑 | Gabriella Dellino,Carlo Meloni |
| 视频video | http://file.papertrans.cn/942/941092/941092.mp4 |
| 概述 | Presents the state of the art in computer-based simulation.Multidisciplinary contributors are leading names in the field.Presents real-world applications along with the latest research? |
| 丛书名称 | Operations Research/Computer Science Interfaces Series |
| 图书封面 |  |
| 描述 | This book aims at illustrating strategies to account for uncertainty in complex systems described by computer simulations. When optimizing the performances of these systems, accounting or neglecting uncertainty may lead to completely different results; therefore, uncertainty management is a major issues in simulation-optimization. Because of its wide field of applications, simulation-optimization issues have been addressed by different communities with different methods, and from slightly different perspectives. Alternative approaches have been developed, also depending on the application context, without any well-established method clearly outperforming the others. This editorial project brings together — as chapter contributors — researchers from different (though interrelated) areas; namely, statistical methods, experimental design, stochastic programming, global optimization, metamodeling, and design and analysis of computer simulation experiments. Editors’ goal is to take advantage of such a multidisciplinary environment, to offer to the readers a much deeper understanding of the commonalities and differences of the various approaches to simulation-based optimization, especia |
| 出版日期 | Book 2015 |
| 关键词 | Bootstrapping; Kriging; Metamodeling; Simulation optimization; Stochastic; Uncertainty |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-1-4899-7547-8 |
| isbn_softcover | 978-1-4899-7961-2 |
| isbn_ebook | 978-1-4899-7547-8Series ISSN 1387-666X Series E-ISSN 2698-5489 |
| issn_series | 1387-666X |
| copyright | Springer Science+Business Media New York 2015 |
|Archiver|手机版|小黑屋|
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