Knowledge Management System of Institue of Mechanics, CAS
| Application of the Conjugate Gradient Optimization Algorithm of Neural Network on Laser Machining | |
Hou XL(侯祥林) ; Yu G(虞钢); Yu HJ(虞和济)
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| Source Publication | Chinese Journal of Mechanical Engineering
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| 2002 | |
| Volume | 38Issue:11Pages:143-146 |
| ISSN | 0577-6686 |
| Other Abstract | 在应用激光技术加工复杂曲面时,通常以采样点集为插值点来建立曲面函数,然后实现曲面上任意坐标点的精确定位。人工神经网络的BP算法能实现函数插值,但计算精度偏低,往往达不到插值精确要求,造成较大的加工误差。提出人工神经网络的共轭梯度最优化插值新算法,并通过实例仿真,证明了这种曲面精确定位方法的可行性,从而为激光加工的三维精确定位提供了一种良好解决方案。这种方法已经应用在实际中。 |
| Subject Area | 力学 |
| Indexed By | EI ; CSCD |
| Language | 英语 |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://dspace.imech.ac.cn/handle/311007/16091 |
| Collection | 力学所知识产出(1956-2008) |
| Recommended Citation GB/T 7714 | Hou XL,Yu G,Yu HJ. Application of the Conjugate Gradient Optimization Algorithm of Neural Network on Laser Machining[J]. Chinese Journal of Mechanical Engineering,2002,38,11,:143-146. |
| APA | Hou XL,Yu G,&Yu HJ.(2002).Application of the Conjugate Gradient Optimization Algorithm of Neural Network on Laser Machining.Chinese Journal of Mechanical Engineering,38(11),143-146. |
| MLA | Hou XL,et al."Application of the Conjugate Gradient Optimization Algorithm of Neural Network on Laser Machining".Chinese Journal of Mechanical Engineering 38.11(2002):143-146. |
| Files in This Item: | Download All | |||||
| File Name/Size | DocType | Version | Access | License | ||
| 神经网络共轭梯度优化算法在激光加工定位中（413KB） | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | View Download | |
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