The forecast of logistics cost of coal enterprises based on PSO-BP

Q4 Multidisciplinary
Yong-kui Shi, Jian-sheng Shao
{"title":"The forecast of logistics cost of coal enterprises based on PSO-BP","authors":"Yong-kui Shi, Jian-sheng Shao","doi":"10.5503/J.CL.2010.01.007","DOIUrl":null,"url":null,"abstract":"In order to forecast the logistics cost of coal enterprises effectively,the PSO-BP and BP network are respectively used to forecast the logistics cost ,the result shows that the PSO-BP network's convergence speed and prediction accuracy are obvious better than BP network. The PSO-BP neural network is very attractive for a wide application in forecasting logistics cost in coal enterprises.","PeriodicalId":35059,"journal":{"name":"辽宁工程技术大学学报(自然科学版)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2010-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"辽宁工程技术大学学报(自然科学版)","FirstCategoryId":"1087","ListUrlMain":"https://doi.org/10.5503/J.CL.2010.01.007","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Multidisciplinary","Score":null,"Total":0}
引用次数: 1

Abstract

In order to forecast the logistics cost of coal enterprises effectively,the PSO-BP and BP network are respectively used to forecast the logistics cost ,the result shows that the PSO-BP network's convergence speed and prediction accuracy are obvious better than BP network. The PSO-BP neural network is very attractive for a wide application in forecasting logistics cost in coal enterprises.
基于PSO-BP的煤炭企业物流成本预测
为了有效地预测煤炭企业的物流成本,分别采用PSO-BP和BP网络对煤炭企业的物流成本进行预测,结果表明,PSO-BP网络的收敛速度和预测精度明显优于BP网络。PSO-BP神经网络在煤炭企业物流成本预测中具有广泛的应用前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
辽宁工程技术大学学报(自然科学版)
辽宁工程技术大学学报(自然科学版) Multidisciplinary-Multidisciplinary
CiteScore
0.50
自引率
0.00%
发文量
8919
期刊介绍:
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信