Neural network approach for allocation with capacity
文献类型：期刊论文
| 作者 | Gong, DJ; Gen, MS; Yamazaki, G; Xu, WX |
| 刊名 | COMPUTERS & INDUSTRIAL ENGINEERING
 |
| 出版日期 | 1996 |
| 卷号 | 31期号:40972页码:6,849-854 |
| 关键词 | Neural Network Allocation Integer Programming Penalty Function Method Augmented Lagrangian Multiplier Method |
| ISSN号 | 0360-8352 |
| 英文摘要 | In this paper we discuss neural network approach for allocation with capacity constraints problem. This problem can be formulated as zero-one integer programming problem. We transform this zero-one integer programming problem into an equivalent nonlinear programming problem by replacing zero-one constraints with quadratic concave equality constraints. We propose two kinds of neural network structures based on penalty function method and augmented Lagrangian multiplier method, and compare them by theoretical analysis and numerical simulation. We show that penalty function based neural network approach is not good to combinatorial optimization problem because it falls in the dilemma whether terminating at an infeasible solution or sticking at any feasible solution, and augmented Lagrangian multiplier method based neural network can alleviate this suffering in some degree. |
| 学科主题 | Computer Science, Interdisciplinary Applications ; Engineering, Industrial |
| 语种 | 英语 |
| 公开日期 | 2012-11-12 |
| 源URL | [http://ir.casipm.ac.cn/handle/190111/5427]  |
| 专题 | 科技战略咨询研究院_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, MS,Yamazaki, G,et al. Neural network approach for allocation with capacity[J]. COMPUTERS & INDUSTRIAL ENGINEERING,1996,31(40972):6,849-854. |
| APA | Gong, DJ,Gen, MS,Yamazaki, G,&Xu, WX.(1996).Neural network approach for allocation with capacity.COMPUTERS & INDUSTRIAL ENGINEERING,31(40972),6,849-854. |
| MLA | Gong, DJ,et al."Neural network approach for allocation with capacity".COMPUTERS & INDUSTRIAL ENGINEERING 31.40972(1996):6,849-854. |
入库方式： OAI收割
来源：科技战略咨询研究院
浏览0
下载0
收藏0
其他版本
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。