Lagrangian ANN for convex programming with linear constraints
Gong, DJ; Gen, M; Yamazaki, G; Xu, WX
发表期刊COMPUTERS & INDUSTRIAL ENGINEERING
摘要Convex programming with linear constraints represents a large class of optimization problems which have wide applications, such as linear programming, quadratic programming and some network flow programming problems. In this paper we discuss the artificial neural network approach based on the Lagrangian multiplier method (Lagrangian ANN) to it. The emphases of the paper are on analysing the defect of premature of the conventional Lagrangian ANN and giving a new modification to it in order to overcome its premature defect. We prove that this modified Lagrangian ANN can always give the optimal solution. Numerical simulations demonstrate the effectiveness of the proposed modification. (C) 1997 Elsevier Science Ltd.
1997
卷号32期号:2页码:15,429-443
ISSN0360-8352
学科领域Computer Science, Interdisciplinary Applications ; Engineering, Industrial
收录类别SCI
语种英语
文献类型期刊论文
条目标识符http://ir.casisd.cn/handle/190111/5431
专题中国科学院科技政策与管理科学研究所(1985年6月-2015年12月)
推荐引用方式
GB/T 7714
Gong, DJ,Gen, M,Yamazaki, G,et al. Lagrangian ANN for convex programming with linear constraints[J]. COMPUTERS & INDUSTRIAL ENGINEERING,1997,32(2):15,429-443.
APA Gong, DJ,Gen, M,Yamazaki, G,&Xu, WX.(1997).Lagrangian ANN for convex programming with linear constraints.COMPUTERS & INDUSTRIAL ENGINEERING,32(2),15,429-443.
MLA Gong, DJ,et al."Lagrangian ANN for convex programming with linear constraints".COMPUTERS & INDUSTRIAL ENGINEERING 32.2(1997):15,429-443.
条目包含的文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Lagrangian ANN for c(825KB) 开放获取--浏览
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Gong, DJ]的文章
[Gen, M]的文章
[Yamazaki, G]的文章
百度学术
百度学术中相似的文章
[Gong, DJ]的文章
[Gen, M]的文章
[Yamazaki, G]的文章
必应学术
必应学术中相似的文章
[Gong, DJ]的文章
[Gen, M]的文章
[Yamazaki, G]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Lagrangian ANN for convex programming with linear constraints.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。