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Comparative Analysis of Price Prediction of Molybdenum Products Based on ANFIS and BPNN

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成果类型:
会议论文
作者:
Yang, Shijiao*;Wu, Changzhen;Dai, Jianyong;Huo, Xiaoyu
通讯作者:
Yang, Shijiao
作者机构:
[Yang, Shijiao; Dai, Jianyong; Wu, Changzhen; Huo, Xiaoyu] Univ South China, Sch Nucl Resources & Nucl Fuel Engn, Hengyang, Hunan, Peoples R China.
通讯机构:
[Yang, Shijiao] U
Univ South China, Sch Nucl Resources & Nucl Fuel Engn, Hengyang, Hunan, Peoples R China.
语种:
中文
关键词:
BPNN;ANFIS;Time series model
期刊:
2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL IX
年:
2011
页码:
126-129
会议名称:
3rd International Conference on Computational Intelligence and Industrial Application (PACIIA2010)
会议时间:
DEC 04-05, 2010
会议地点:
Wuhan, PEOPLES R CHINA
会议主办单位:
[Yang, Shijiao;Wu, Changzhen;Dai, Jianyong;Huo, Xiaoyu] Univ South China, Sch Nucl Resources & Nucl Fuel Engn, Hengyang, Hunan, Peoples R China.
会议赞助商:
Wuhan Inst Technol, Huazhong Univ Sci & Technol, Huazhong Normal Univ, CCF Young Comp Sci & Engn Forum Wuhan Branch, IEEE Ind Elect Soc, IEEE Ind Elect Soc Beijing Shenzhen Chapter
主编:
Zhang, Y Tan, H
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-4244-9945-8
机构署名:
本校为第一且通讯机构
院系归属:
核资源工程学院
摘要:
The initial planning of mining involves the price prediction of mineral products,how to determine the mine production scale,the choice of mining methods and so on. The price prediction of mineral products play an important role in the subsequent stages of mining scheme. Taking molybdenum concntrate as example, because the price of molybdenum concntrate is in non-linear variation and it is difficult to establish effective mathematical model by classic approachs, BP neural network and adaptive neuron-fuzzy inference system with time series techniqueare are respectively used to build BPNN and ANF...

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