| 书目名称 | Solving Computationally Expensive Engineering Problems |
| 副标题 | Methods and Applicat |
| 编辑 | Slawomir Koziel,Leifur Leifsson,Xin-She Yang |
| 视频video | |
| 概述 | Covers new methods in surrogate-based optimization techniques.Contributions examine engineering and scientific applications of various methods.Of interest to researchers studying optimization techniqu |
| 丛书名称 | Springer Proceedings in Mathematics & Statistics |
| 图书封面 |  |
| 描述 | Computational complexity is a serious bottleneck for the design process in virtually any engineering area. While migration from prototyping and experimental-based design validation to verification using computer simulation models is inevitable and has a number of advantages, high computational costs of accurate, high-fidelity simulations can be a major issue that slows down the development of computer-aided design methodologies, particularly those exploiting automated design improvement procedures, e.g., numerical optimization. The continuous increase of available computational resources does not always translate into shortening of the design cycle because of the growing demand for higher accuracy and necessity to simulate larger and more complex systems. Accurate simulation of a single design of a given system may be as long as several hours, days or even weeks, which often makes design automation using conventional methods impractical or even prohibitive. Additional problems include numerical noise often present in the simulation data, possible presence of multiple locally optimum designs, as well as multiple conflicting objectives. In this edited book, various techniques that ca |
| 出版日期 | Conference proceedings 2014 |
| 关键词 | CAD; Computer-aided design; Continuous optimization; Engineering optimization; Surrogate modeling; Surrog |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-319-08985-0 |
| isbn_softcover | 978-3-319-34978-7 |
| isbn_ebook | 978-3-319-08985-0Series ISSN 2194-1009 Series E-ISSN 2194-1017 |
| issn_series | 2194-1009 |
| copyright | Springer International Publishing Switzerland 2014 |
发表于 2025-3-21 20:02:56
