图 书 馆
基于代理的约束多目标优化Surrogate-based Constrained Multi-Objective Optimization |
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| 课程网址: | http://videolectures.net/mla09_forrester_sbcmoo/ |
| 主讲教师: | Alexander Forrester |
| 开课单位: | 南安普顿大学 |
| 开课时间: | 2009-07-20 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Aerospace design is synonymous with the use of long running and computationally intensive simulations, which are employed in the search for optimal designs in the presence of multiple, competing objectives and constraints. The difficulty of this search is often exacerbated by numerical `noise' and inaccuracies in simulation data and the frailties of complex simulations, that is they often fail to return a result. Surrogate-based optimization methods can be employed to solve, mitigate, or circumvent problems associated with such searches. This presentation gives an overview of constrained multi-objective optimization using Gaussian process based surrogates, with an emphasis on dealing with real-world problems. |
| 关 键 词: | 航空航天设计; 高斯过程; 计算密集型仿真 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-06-28：cjy |
| 阅读次数: | 145 |