In Niger,a country at the southern end of the Sahara Desert,the announcement of the arrival of wushu teachers attracted a large number of people from near and far,despite a tiring journey.Curious and covetous glances ...In Niger,a country at the southern end of the Sahara Desert,the announcement of the arrival of wushu teachers attracted a large number of people from near and far,despite a tiring journey.Curious and covetous glances testify to the attraction of this oriental culture.展开更多
During his tour of Africa in March 2013,Chinese President Xi Jinping shared a heartwarming story about a Chinese couple at the Julius Nyerere International Convention Centre in Tanzania.The story exemplified the stron...During his tour of Africa in March 2013,Chinese President Xi Jinping shared a heartwarming story about a Chinese couple at the Julius Nyerere International Convention Centre in Tanzania.The story exemplified the strong bond between the Chinese and African peoples,evoking a powerful emotional response and receiving warm applause from the African audience.展开更多
为解决氯乙烯因其精馏过程具有较强的非线性,无法实现对氯乙烯质量分数实时测量的问题,提出一种基于蝙蝠算法(bat algorithm,BA)优化回声状态网络(echo state network,ESN)的软测量模型BA-ESN.首先,通过对氯乙烯精馏过程的分析,选取模...为解决氯乙烯因其精馏过程具有较强的非线性,无法实现对氯乙烯质量分数实时测量的问题,提出一种基于蝙蝠算法(bat algorithm,BA)优化回声状态网络(echo state network,ESN)的软测量模型BA-ESN.首先,通过对氯乙烯精馏过程的分析,选取模型的辅助变量,并将归一化处理后的数据作为模型输入变量;其次,由于回声状态网络中的权值和阈值都是随机产生的,影响其泛化能力,故采用蝙蝠算法对回声状态网络的输出权值进行优化,从而提高ESN模型的收敛速度;最后,将BA-ESN模型预测氯乙烯质量分数的预测结果与ESN模型和BP模型的预测结果进行对比.仿真结果表明:BA-ESN模型的预测精度较高,泛化能力和鲁棒性都较好,能够满足氯乙烯精馏过程实时测量的要求.展开更多
文摘In Niger,a country at the southern end of the Sahara Desert,the announcement of the arrival of wushu teachers attracted a large number of people from near and far,despite a tiring journey.Curious and covetous glances testify to the attraction of this oriental culture.
文摘During his tour of Africa in March 2013,Chinese President Xi Jinping shared a heartwarming story about a Chinese couple at the Julius Nyerere International Convention Centre in Tanzania.The story exemplified the strong bond between the Chinese and African peoples,evoking a powerful emotional response and receiving warm applause from the African audience.
文摘为解决氯乙烯因其精馏过程具有较强的非线性,无法实现对氯乙烯质量分数实时测量的问题,提出一种基于蝙蝠算法(bat algorithm,BA)优化回声状态网络(echo state network,ESN)的软测量模型BA-ESN.首先,通过对氯乙烯精馏过程的分析,选取模型的辅助变量,并将归一化处理后的数据作为模型输入变量;其次,由于回声状态网络中的权值和阈值都是随机产生的,影响其泛化能力,故采用蝙蝠算法对回声状态网络的输出权值进行优化,从而提高ESN模型的收敛速度;最后,将BA-ESN模型预测氯乙烯质量分数的预测结果与ESN模型和BP模型的预测结果进行对比.仿真结果表明:BA-ESN模型的预测精度较高,泛化能力和鲁棒性都较好,能够满足氯乙烯精馏过程实时测量的要求.