期刊文献+
共找到2篇文章
< 1 >
每页显示 20 50 100
基于遗传算法和神经网络的软脆工件研磨加工工艺智能决策系统 被引量:7
1
作者 郭继通 郑方志 +1 位作者 徐成宇 朱永伟 《表面技术》 EI CAS CSCD 北大核心 2020年第4期23-29,46,共8页
目的解决研磨抛光工艺决策中工艺试验耗时耗力的问题,实现在研磨抛光加工中根据加工工艺参数对加工质量进行预估。方法采用遗传算法优化的BP神经网络为主要算法,构建智能预测模型,建立研磨加工中输入参数和输出参数之间的映射关系。然... 目的解决研磨抛光工艺决策中工艺试验耗时耗力的问题,实现在研磨抛光加工中根据加工工艺参数对加工质量进行预估。方法采用遗传算法优化的BP神经网络为主要算法,构建智能预测模型,建立研磨加工中输入参数和输出参数之间的映射关系。然后收集有效的输入参数和输出参数作为网络训练和测试的样本数据集,通过遗传算法对神经网络的初始化权值和偏置进行优化,用样本数据集训练神经网络。同时,在决策系统的理论基础上,将神经网络与决策系统进行结合,利用神经网络的学习能力建立智能决策的数据库和规则库,最终建立智能决策系统。结果与无改进的BP神经网络的决策方法相比,无论是在预测精度,还是学习速度上,遗传算法优化的神经网络性能更加优异,决策系统的决策效果更好。结论研磨加工工艺智能决策系统是可行的,为研磨加工的工艺决策提供了一种新的思路。 展开更多
关键词 智能决策 神经网络 遗传算法 研磨加工 抛光 工艺决策
下载PDF
Effect of PMSG/hCG Superovulation on Mouse Embryonic Development 被引量:2
2
作者 WU Bao-jiang XUE Hong-yan +3 位作者 CHEN Li-ping DAI Yan-feng guo ji-tong LI Xi-he 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2013年第6期1066-1072,共7页
Kunming mouse strain is widely used in China, and the superovulation was administrated with 10 IU PMSG combined with 10 IU hCG. In this study, the effects of the exogenous gonadotropins on superovulation of Kunming mi... Kunming mouse strain is widely used in China, and the superovulation was administrated with 10 IU PMSG combined with 10 IU hCG. In this study, the effects of the exogenous gonadotropins on superovulation of Kunming mice and embryo quality derived from the superovulated mice were assessed. Female mice at 6-8-wk old were superovulated with 0, 5, 7.5 and 10 IU PMSG/hCG and mated with male mice. The embryos were retrieved at 2.5 d post coitum. No statistic difference was observed for the number of 2-cell embryos collected per mouse between control and 5 IU PMSG/hCG treatment group, but the number significantly increased for 7.5 and 10 IU PMSG/hCG treatment group (P〈0.05). The average number of 4- cell and 8-cell embryos collected from each mouse significantly differed between control and 5, 7.5, 10 IU PMSG/hCG treatment groups (P〈0.05). When 8-cell embryos derived from mice administrated with 0, 5, 7.5 and 10 IU PMSG/hCG were cultured in KSOM, the blastocyst development rates were 88.1, 94.7, 96.1 and 94.3%, respectively, which were similar to control (P〉0.05). This indicated that exogenous gonadotropins have no effects on development of Kunming mouse embryos. The quality of blastocyst was assessed by labelling with Hoechst and propidium iodide for inner cell mass and trophectoderm cells, the result showed that ICM/TE ratio significantly decreased for 10 IU PMSG/hCG treatment group compared with control, 5 and 7.5 IU PMSG/hCG treatment group (P〈0.05). This suggested that the embryo quality of Kunming mouse has been affected by high dose of gonadotropins. 展开更多
关键词 PMSG MOUSE 8-cell embryos in vitro culture BLASTOCYSTS
下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部