Product grouping and resource allocation in multiline manufacturing systems

被引：8

作者：

Mak, KL ^{[1
]}

Wong, YS ^{[1
]}

机构：

[1] Univ Hong Kong, Dept Ind & Mfg Syst Engn, Hong Kong, Hong Kong, Peoples R China

来源：

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY | 2000年 / 16卷 / 12期

关键词：

genetic algorithms; mathematical modelling; product grouping; resource allocation;

D O I：

10.1007/PL00003941

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper studies the product grouping problem and the resource allocation problem in the design of manufacturing systems where multiple production lines are used to manufacture a range of products. Each production line in the product grouping problem is dedicated to manufacturing a group of products. A mathematical model is developed to determine the number of product groups and the composition of each product group in the manufacturing system. For the resource allocation problem, a mathematical model is developed to determine the optimal resource allocation scheme for each production line and the optimal inventory level for each product. A genetic-based algorithm is proposed to solve the product grouping problem and the resource allocation problem simultaneously, and its results are compared to those of the conventional heuristic approaches. The proposed genetic approach is a simple but effective means of solving these problems.

引用

页码：917 / 926

页数：10

共 50 条

[21] Multi-agent manufacturing resource allocation of outsourcing order in group manufacturing [J].

Du, Bai-Gang ;

Guo, Shun-Sheng ;

Peng, Zhao ;

Li, Yi-Bing ;

Tang, Hong-Tao .

Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2015, 21 (02) :455-466

[22] A resource allocation scheme based on user grouping for device-to-device communication [J].

Xue J. ;

Chen P. .

Xue, Jianbin, 1600, American Scientific Publishers (13) :3749-3756

[23] Resource Allocation and User Grouping for Sum Rate and Fairness Optimization in NOMA and IoT [J].

Wang, Chieh-Hao ;

Lin, Jing-Yan ;

Wu, Jen-Ming .

2018 IEEE CONFERENCE ON STANDARDS FOR COMMUNICATIONS AND NETWORKING (IEEE CSCN), 2018,

[24] Resource allocation for cellular radio systems [J].

Grandhi, SA ;

Yates, RD ;

Goodman, DJ .

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1997, 46 (03) :581-587

[25] Distributed Resource Allocation for Healthcare Systems [J].

Weng, Shao-Jen ;

Wu, Teresa ;

Mackulak, Gerald ;

Fowler, John .

IEEE/SOLI'2008: PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS, VOLS 1 AND 2, 2008, :1078-1083

[26] Resource allocation for restoration of compromised systems [J].

Qunwei Zheng ;

Sibabrata Ray ;

Xiaoyan Hong .

Journal of Combinatorial Optimization, 2006, 12 :35-56

[27] Resource allocation for restoration of compromised systems [J].

Zheng, Qunwei ;

Ray, Sibabrata ;

Hong, Xiaoyan .

JOURNAL OF COMBINATORIAL OPTIMIZATION, 2006, 12 (1-2) :35-56

[28] Resource Allocation in LiFi OFDMA Systems [J].

Wang, Yunlu ;

Wu, Xiping ;

Haas, Harald .

GLOBECOM 2017 - 2017 IEEE GLOBAL COMMUNICATIONS CONFERENCE, 2017,

[29] Fairness in resource allocation in a system of systems [J].

Wang, Lizhong ;

Fang, Liping ;

Hipel, Keith W. .

2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEM OF SYSTEMS ENGINEERING, VOLS 1 AND 2, 2007, :80-+

[30] A RFID-based Resource Allocation System for garment manufacturing [J].

Lee, C. K. H. ;

Choy, K. L. ;

Ho, G. T. S. ;

Law, K. M. Y. .

EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (02) :784-799

← 1 2 3 4 5 →