Optimization Model of Resources Integration Decision in Service-manufacturing Network

Operations Research and Management Science ›› 2013, Vol. 22 ›› Issue (4): 77-84.

• Theory Analysis and Methodology Study • Previous Articles Next Articles

Optimization Model of Resources Integration Decision in Service-manufacturing Network

ZHAO Yi-wei^1,2, CHEN Ju-hong¹, FENG Qing-hua^1,2, YAO Shu-jun^1,2, GUO Fu-li¹

1. The Faculty of Business Administration, Xi'an University of Technology, Xi'an 710054, China;
2. Xi'an University of Finance and Economics, Xi'an 710061, China;
3. Henan Provincial Communications Planning Survey & Design Institute CO., Ltd, Zhengzhou 45000, China

Received:2011-06-22 Online:2013-08-25

服务型制造网络资源整合决策优化模型

赵益维^1,2, 陈菊红¹, 冯庆华^1,2, 姚树俊^1,2, 郭福利¹

1.西安理工大学经济与管理学院,陕西西安 710054;
2.西安财经学院,陕西西安 710061;
3.河南省交通规划勘察设计院有限责任公司,河南郑州 45000

作者简介:赵益维(1978-),女,陕西兴平人,博士生,讲师,研究方向为服务型制造、制造企业服务创新;陈菊红(1964-),女,陕西富平人,博士,教授,博士生导师,研究方向为服务型制造、物流与供应链管理。
基金资助:
国家自然科学基金资助项目(71272117);陕西省软科学计划项目(2012KRM84);陕西省高校重点学科建设资助项目(107-00X902);陕西省教育厅科学研究项目计划(12JK0023)

Abstract

Abstract: Service-manufacturing is a new mode in the development of manufacturing. To carry on the service-manufacturing smoothly, various kinds of resources in service-manufacturing network(SMN)should be integrated and optimized. This paper analyses the operational features of SMN, and based on this, takes the hard environmental factors and soft environmental factors that decide both the network and individual operational level as dominant factors during integration of SMN resources. In order to guide the operational practice in SMN, an integration decision optimization method based on dominant factors judgment was first given by analyzing the resources integration characters of SMN. Then, the integration decision optimization model and improved ant algorithm were built to solve the decision process. Finally, the effectiveness and feasibility were discussed by a case simulation.

Key words: management science and Enhineering, resources integration, ant algorithm, optimization model, service-manufacturing

摘要： 服务型制造是制造业发展的新模式,服务型制造的顺利开展依赖于对服务型制造网络中各种资源的整合及优化.分析服务型制造网络的运作特征, 在此基础上将决定网络和个体运作水平的硬环境因素和软环境因素作为服务型制造网络资源整合的主导因素,提出基于主导因素评判的资源整合决策模式,构建出优化整合决策的数学模型,搭建了改进的蚁群寻优算法来求解整合决策的优化过程,最后借助算例仿真验证算法的有效性与可行性。

关键词: 管理科学与工程, 资源整合, 蚁群算法, 优化模型, 服务型制造

CLC Number:

F273

ZHAO Yi-wei, CHEN Ju-hong, FENG Qing-hua, YAO Shu-jun, GUO Fu-li. Optimization Model of Resources Integration Decision in Service-manufacturing Network[J]. Operations Research and Management Science, 2013, 22(4): 77-84.

赵益维, 陈菊红, 冯庆华, 姚树俊, 郭福利. 服务型制造网络资源整合决策优化模型[J]. 运筹与管理, 2013, 22(4): 77-84.

References

[1] Fang E, Palmatier R, Steenkamp J B. Effect of service transition strategies on frm value[J]. Journal of Marketing, 2008, 72: 1-14.
[2] Spohrer J, Maglio P. The emergence of service science: toward systematic service innovations to accelerate co-creation of value[J]. Production and Operations Management, 2008, 17(3): 238-246.
[3] Windahl C, Lakemond N. Integrated solutions from a service-centered perspective: applicability and limitations in the capital goods industry[J]. Industrial Marketing Management, 2010, 39(8): 1278-1290.
[4] Pappas N, Sheehan P. The new manufacturing: linkages between struction and services activities, working for the future: technology and employment in the global knowledge economy[M]. Melbourne: Victoria University Press, 1998.
[5] 陈宪,黄建锋.分工、互动与融合:服务业与制造业关系演进的实证研究[J].中国软科学,2004,10:65-71.
[6] Pilat D, Wolfl A. Measuring the interaction between manufacturing and services[R]. Organization for Economic Cooperation and Development Statistical Analysis of Science, Technology and Industry Working Papers, 2005.
[7] Marceau J, Martinez C. Selling solutions: struct-service packages as links between new and old economics[C]. //Proceedings of the Druid Summer Conference on “Industrial Dynamics of the New and Old Economy-Who is Embracing Whom?”. Copenhagen: Elsinore, 2002: 6-8.
[8] 蔺雷,吴贵生.我国制造企业服务增强差异化机制的实证研究[J].管理世界,2007,6:103-113.
[9] Salonen A. Service transition strategies of industrial manufacturers[J]. Industrial Marketing Management, doi: 10.1016/j. indmarman, 2011, 40(5):683-690.
[10] 蔺雷,吴贵生.制造企业服务增强的质量弥补:基于资源配置视角的实证研究[J].管理科学学报,2009,12(3):142-153.
[11] 何哲,孙林岩,朱春燕.服务型制造的产生和政府管制的作用－对山寨机产业发展的思考[J].管理评论,2011,23(1):103-113.
[12] Ostrom A L, Bitner M J, Brown S W, et al.. Moving forward and making a difference: research priorities for the science of service[J]. Journal of Service Research, 2010, 13(1): 4-36.
[13] 孙林岩,李刚,何哲.21世纪的先进制造模式-服务型制造[J].中国机械工程,2007,18(19):2307-2312.
[14] 汪应洛.推进服务型制造:优化我国产业结构调整的战略思考[J].西安交通大学学报(社会科学版),2010,30(3):26-31.
[15] 何哲,孙林岩,朱春燕.服务型制造的概念、问题和前瞻[J].科学学研究,2010,28(1):53-60.
[16] 姚建明,刘丽文.4PL模式下供应链资源整合决策的优化模型及算法分析[J].系统工程理论与实践,2008,28(5):20-28.
[17] Mullen R J, Monekosso D, Barman S, Remagnino P. A review of ant algorithms[J]. Expert Systems with Applications, 2009, 36: 9608-9617.
[18] 姚建明,张秀敏,刘丽文.基于改进蚂蚁算法的拉动式供应链动态调度分析[J].中国管理科学,2006,14(3):20-26.
[19] 胡小兵,黄席樾.基于蚁群优化算法的0-1背包问题求解[J].系统工程学报,2005,20(5):520-523.

Optimization Model of Resources Integration Decision in Service-manufacturing Network

服务型制造网络资源整合决策优化模型

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

[1]	DING Zhao-wei, YANG Jian-hua, WANG Ai, WANG Xin. Study on Site Location-routing Optimization of Security Patrol in Emergencies [J]. Operations Research and Management Science, 2021, 30(8): 1-6.
[2]	MA Yong, HE Zheng-wen, JIANG Bo, WANG Neng-min. A Heuristic Algorithm for Solving Flexible Resource Constrained Proactive Project Scheduling Problem [J]. Operations Research and Management Science, 2021, 30(8): 14-20.
[3]	HU Wen-fa, HE Xin-hua. Green Building Multi-Objective Optimization and Multi-arbitrate Decision Model in Its Early Design Stage [J]. Operations Research and Management Science, 2021, 30(7): 44-49.
[4]	LI Qing-shui, LI Deng-feng, LI Hui, YU Gao-feng. Multiple Index Evaluation of Regional Green Economic Development Level Based on Prospect Theory [J]. Operations Research and Management Science, 2021, 30(6): 118-123.
[5]	ZHANG Li-li, MA Dan-ni, LOU Yuan. A Two-sided Matching Decision Model Based on Advantage Sequences [J]. Operations Research and Management Science, 2021, 30(3): 50-56.
[6]	YUCHI Qun-li, HE Zheng-wen, WANG Neng-min. Integration Optimization Research on Location-Inventory-Routing Problem Considering Out-of-Stock Strategy in Closed-loop Supply Chain [J]. Operations Research and Management Science, 2021, 30(2): 53-60.
[7]	SUO Li-sai, YAO Jian-ming, ZHOU Jia-hui. Optimization of Rural Terminal Logistics Resources Integration under Service Integrator Mode by Introducing Integration Risk [J]. Operations Research and Management Science, 2021, 30(2): 61-67.
[8]	MA Feng, ZHU Wan-hong, NI Ming-fang. Research on Comprehensive Protection Model for Protective Engineering [J]. Operations Research and Management Science, 2019, 28(9): 1-5.
[9]	NING Min-jing, HE Zheng-wen, LIU Ren-jing. Optimization of Multi-mode Cash Flow Balanced Project Scheduling Based on Random Duration of Activities [J]. Operations Research and Management Science, 2019, 28(9): 91-98.
[10]	GUO Yue, ZHANG Yong-xin, XU Si, DING Hao-shu. Empirical Research into Target Optimization of E-commerce Green Logistics Ecosystem [J]. Operations Research and Management Science, 2019, 28(4): 56-66.
[11]	TIAN Qian-nan, LI Kun-peng, LI Wen-li, XU Dong-yang. Research on Optimization of Airport Task Assignment Problem [J]. Operations Research and Management Science, 2019, 28(11): 1-8.
[12]	LI Xue, HE Zheng-wen, WANG Neng-min. Multi-objective Project Scheduling Optimization Based on Time, Cost and Robustness Trade-off Under Uncertainty [J]. Operations Research and Management Science, 2019, 28(1): 6-16.
[13]	WANG Bin, LI Gang, CAO Yong, PENG Xiao-hong, CHEN Kai. Research on the Weighting Method for Group Decision Based on the Weighting of the Indices [J]. Operations Research and Management Science, 2018, 27(11): 22-25.
[14]	KONG De-cai, JIANG Yan-ping. Decision Method for Two-sided Matching Between Personnel andPositions Considering Collaborative Information [J]. Operations Research and Management Science, 2018, 27(10): 31-37.
[15]	WU Shi-hui, LIU Xiao-dong, LI Zheng-xin, HE Bo. Research on the Optimization Method for AHP Decision Makingwith Incomplete Information [J]. Operations Research and Management Science, 2018, 27(10): 38-48.