图 书 馆
论监督学习技术在加速航空部件设计中的应用On the Use of Supervised Learning Techniques to Speed up the Design of Aeronautics Components |
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| 课程网址: | http://videolectures.net/mla09_bontempi_otuosl/ |
| 主讲教师: | Gianluca Bontempi |
| 开课单位: | 布鲁塞尔自由大学 |
| 开课时间: | 2009-07-20 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | A crucial issue in the design of complex systems is the evaluation of a large number of potential alternative designs. A too expensive evaluation procedure can consequently slow down the search for good configurations mainly in the case of high dimensional parameter spaces. The talk will discuss the use of machine learning techniques for speeding up the evaluation and the exploration of large design spaces. In particular, two supervised learning techniques, feedforward neural networks and lazy learning, are assessed and compared in the task of accelerating the design of a heat-pipe, a cooling device commonly used in aeronautics and electronics. |
| 关 键 词: | 复杂系统设计; 替代设计; 机器学习技术 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-06-28：cjy |
| 阅读次数: | 52 |