Surrogate Models for Shape Optimization of Underwater Glider
文献类型：会议论文
| 作者 | Gu HT(谷海涛) ; Lin Y(林扬); Hu ZQ(胡志强); Yu JC(俞建成)
|
| 出版日期 | 2009 |
| 会议日期 | February 20-22, 2009 |
| 会议地点 | Macau, China |
| 关键词 | Surrogate Model Underwater Glider Design Of Experiment Design Optimization |
| 页码 | 3-6 |
| 英文摘要 | Design of experiments and surrogate models method facilitating much of today's engineering design and optimization. In this paper we systematically compare several experimental design types and surrogate modeling techniques in terms of their capability to generate accurate approximations for the shape optimization of underwater gliders. The parametric geometry construction, mesh generation and computation fluid dynamics were integrated as an automatic analysis process. Procedures of surrogate model construction were presented and the characteristics and applicability of response surface model and radial basis function model were discussed. A fast design exploration and multi-objective optimization was implemented. At last, the optimal plane shape of the Underwater Glider was found out based on the surrogate model. |
| 源文献作者 | Int Assoc Comp Sci & Informat Technol, Singapore Inst Elect |
| 产权排序 | 1 |
| 会议录 | 2009 INTERNATIONAL CONFERENCE ON COMPUTER MODELING AND SIMULATION, PROCEEDINGS
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| 会议录出版者 | IEEE COMPUTER SOC |
| 会议录出版地 | LOS ALAMITOS |
| 语种 | 英语 |
| ISBN号 | 978-0-7695-3562-3 |
| WOS记录号 | WOS:000265478200001 |
| 源URL | [http://ir.sia.cn/handle/173321/7850]  |
| 专题 | 沈阳自动化研究所_水下机器人研究室 |
| 作者单位 | 1.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Science, Shenyang, China 2.Graduate School of the Chinese Academy of Sciences, Beijing, China |
| 推荐引用方式 GB/T 7714 | Gu HT,Lin Y,Hu ZQ,et al. Surrogate Models for Shape Optimization of Underwater Glider[C]. 见:. Macau, China. February 20-22, 2009. |
入库方式： OAI收割
来源：沈阳自动化研究所
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