中国科学院机构知识库网格系统: The costs prediction of AOD furnace based on improved RBF neural network (EI CONFERENCE)

中国科学院机构知识库网格

Chinese Academy of Sciences Institutional Repositories Grid

The costs prediction of AOD furnace based on improved RBF neural network (EI CONFERENCE)

文献类型：会议论文


作者	Na T. ; Zhang D.-J. ; Hui L.
出版日期	2010
会议名称	2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010, August 24, 2010 - August 26, 2010
会议地点	Changchun, China
关键词	In order to predict the cost a model of cost prediction was set up based on adaptive hierarchical genetic algorithm and RBF neural network. Hierarchical genetic algorithm could optimize the topology and the parameters simultaneously. Compared with simple genetic algorithm it has more efficiency in not only accelerating and stabilizing the parameters training but also determining the structure of the network. Adaptive crossover and mutation probability could accelerate the speed and avoid prematurity. The model was tested by five samples. The results showed that the prediction model has high prediction accuracy which indicated that it was applicable to predict the cost by the model. 2010 IEEE.
页码	523-526
收录类别	EI
源URL	[http://ir.ciomp.ac.cn/handle/181722/33431]
专题	长春光学精密机械与物理研究所_中科院长春光机所知识产出_会议论文
推荐引用方式 GB/T 7714	Na T.,Zhang D.-J.,Hui L.. The costs prediction of AOD furnace based on improved RBF neural network (EI CONFERENCE)[C]. 见:2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, CMCE 2010, August 24, 2010 - August 26, 2010. Changchun, China.

入库方式： OAI收割

来源：长春光学精密机械与物理研究所

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