Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Shaanxi University of Technology(Natural Science Edition)》 2016-06
Add to Favorite Get Latest Update

Prediction of the logistics demand of Poyang lake city circle based on genetic algorithm neural network

XIA Jian-min;LI Bing;KE Fen-fen;College of Software,Jiangxi Normal University;  
In view of the problems of inadequate prediction,poor generalizability and time-consumption arising from using neural network alone,the study puts forward an algorithm which can be optimized in order to avoid falling into local minimum,and introduce necessary parameters such as weights and thresholds of the genetic algorithm neural network for optimizing processing. The simulation results show that the neural network using genetic algorithms to optimize the predicted results can exhibit higher prediction accuracy and generalization ability.
【CateGory Index】: F259.2;TP183
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 4 Hits
1 XIE Xiaoyan,WEI Xueting,WANG Lin(Management College,Inner Mongolia University of Technology,Hohhot 010051,P.R.China);Prediction of logistics demand based on exponential smoothing model for Hohhot,Baotou and Ordos[J];干旱区资源与环境;2013-01
2 Zhao Li,Song Guoyu (School of Management,Harbin University of Commerce,Harbin 150028,China);Empirical Analysis and Theory Explanation on Coordinated Development of Logistics Industry and Regional Economic Integration:Analysis Based on Provincial Data[J];技术经济;2012-01
3 LI Chilin,HU Xiaohui Prof.School of Management,WUT,Wuhan 430070,China.;Method for Forecasting the Logistics Demand of Wuhan City Circle Based on BP Neural Network[J];武汉理工大学学报(信息与管理工程版);2009-05
4 ZHU Bang-zhu (School of Management,Wuyi University, Jiangmen 529020,Guangdong,China);A NOVEL COMBINED FORECASTING MODEL FOR THE PREDICTION OF REGIONAL LOGISTICS DEMAND[J];经济地理;2008-06
【Co-citations】
Chinese Journal Full-text Database 6 Hits
1 XIA Jian-min;LI Bing;KE Fen-fen;College of Software,Jiangxi Normal University;;Prediction of the logistics demand of Poyang lake city circle based on genetic algorithm neural network[J];陕西理工学院学报(自然科学版);2016-06
2 ZHU Peifen;Department of Economics and Management, Xiangnan University;;Logistics Industry based on New-type Urban Complex Construction in Midwest Regions in China[J];城市学刊;2016-04
3 LI Changzhen;LUO Yao;;The Harmonious Development Between the Logistics Industry and Regional Economy in the West Area of China and the Difference[J];商业经济;2016-01
4 WANG Hua-yun;SHEN Yong-hui;HUANG Yu-yan;Guangxi University of Finance and Economics;Qinzhou Prison;;Research on the Impact of Industrial Upgrading on Port Logistics in Guangxi[J];物流工程与管理;2015-11
5 WEI Jie;NING Jing;LI Fu-zhong;School of Economic Management, Shanxi Agricultural University;School of Software, Shanxi Agricultural University;;Forecasting of Corn Production in Shanxi Province——Based on the Exponential Smoothing Model[J];天津农业科学;2015-11
6 DANG Zhuanzhuan;MA Huilan;College of Economics and Business,Xinjiang Agricultural University;;Consumption Characteristics and Potential Prediction of Chinese Walnuts in Domestic Market[J];北方园艺;2015-18
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 JIA Xueli,JIAO Shuai,LI Jianjun(Beijing CenNavi Technologies Co.,Ltd.,Beijing 100028,China);Application of Quadric Exponential Smoothing Model in Short-term Prediction of Traffic Information[J];公路交通科技;2011-S1
2 Song Guoyu(School of Management,Harbin University of Commerce,Harbin 150028,China);Empirical Study on Structural Constraints in Development of Green Food Industry in China[J];技术经济;2011-04
3 Liu Shenglonga and Hu Angangb (a: Institute of Quantitative Economics and Technical Economics,CASS,b: Tsinghua University);Transportation Infrastructure and Regional Economic Integration In China[J];经济研究;2011-03
4 Chen Juan1 Ji Peirong1 Lu Feng2(1.College of Electrical Engineering & Renewable Energy,China Three Gorges Univ.,Yichang 443002,China;2.Jingzhou Power Supply Company,Jingzhou 434023,China);Exponential Smoothing Method and Its Application to Load Forecasting[J];三峡大学学报(自然科学版);2010-03
5 PU Shuai (School of Business Adminstration, Jiangsu University, Zhenjiang 212013, China);Prediction Analysis of the Logistics Needs of Jiangsu[J];物流科技;2009-09
6 WEIBO XING(Central University of Finance and Economics)SHANTONG LI(Development Research Center of State Council);Home Biases,Border Effects and Market Integration:An Empirical Study Based on Inter-provincial VAT Survey[J];经济学(季刊);2009-04
7 CHENG Yu-bo1, CHE Jian-guo1, YANG Zuo-bin1, LI Zhe2 (1. Air Defense Forces Command College, Zhengzhou 450052, China; 2. College of Power Engineering of Chongqing University, Chongqing 400030, China);Requirement Forecast of Maintenance Equipment Based on Exponential Smoothing[J];指挥控制与仿真;2009-01
8 WAN Lunlai,YANG Yanhong,WANG Liping(School of Humanities and Economics,Hefei University of Technology,Hefei 230009,China);The Regional Difference and Temporal Variation of the Interprovincial Trade Barriers in China——Based on Empirical Data of 28 Provinces in China from 1985 to 2006[J];产业经济研究;2009-01
9 GUO Qianqi (Party School of The Zhejiang Committee of The CCP Science Research Department,Hangzhou 310012,China);Expansion of Interdistrict Deal: Thinks of the Separation of Government and Market[J];中南大学学报(社会科学版);2008-03
10 XU Youli(Management School of Zhejiang Shuren University,Hangzhou,Zhejiang,310015,China);Forecasting Logistics Demand Based on Artificial Neural Network:A Case Study of Changxing County in Zhejiang Province[J];浙江树人大学学报(人文社会科学版);2008-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved