具有前置反馈特征的社群化制造网络评价方法

doi:10.16381/j.cnki.issn1003-207x.2020.0986

摘要/Abstract

摘要： 将社群化制造网络作为一种适应社群化制造模式、匹配海量社会化服务资源的组织形式，应用综合评价理论与技术、通过调节网络结构参数，从微观至中观层面粗粒化评价过程，应用社会行为映射理论假设讨论具有前置反馈特征的社群化制造网络优化方法。首先,模拟测算不同假设下的社群化制造网络结构参数及其变化，如假设不同边缘分布随机变量通过高斯copula函数得到群体判断的联合分布，应用犹豫模糊集表述社群判断。其次,通过测算不同参数下基于社群间节点调整的网络结构熵和基于连接的冯诺依曼熵，对社群设置前置反馈，包括不同参数条件下，社群状态分布的占优形式，社群规模控制范围和连接形式。最后,讨论了前置反馈对社群组织的潜在影响，以期进一步改进社群化制造网络组织管理的适用性和有效性。

关键词: 社群化制造网络；前置反馈；犹豫模糊集；粗粒化评价过程

Abstract: Social manufacturing is a kind of service-oriented manufacturing paradigm and has the network form. Social manufacturing network is composed of many communities that are groups of interests formed by links based on the similarity of resource types or capabilities, such as design resource, manufacturing resource, and operation service resource. Under the benefit distribution equilibrium mechanism, the community coordinates and shares the resource service capabilities of each member through an autonomous method, which is reflected in the connection and collaboration between the communities of the social manufacturing network. Community members collaborate with each other to improve overall competitiveness and bargaining initiative, and in the network links and nodes adjustment form.

Key words: social manufacturing network; pre-feedback; hesitant fuzzy set; coarse evaluation process

中图分类号:

C934

侯芳,. 具有前置反馈特征的社群化制造网络评价方法[J]. 中国管理科学, 2023, 31(3): 238-250.

HOU Fang,. A Pre-feedback Optimization Method in Social Manufacturing Network[J]. Chinese Journal of Management Science, 2023, 31(3): 238-250.

参考文献

［1］ Jiang Pingyu. Social manufacturing: fundamentals and applications［M］. Switzerland: Springer, 2019.
［2］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.He Zhe, Sun Linyan, Zhu Chunyan. Concept problems and foresight of service-manufacturing［J］. Studies in Science of Science, 2010, 28(1): 53-60.
［3］刘奕, 夏杰长, 李垚. 生产性服务业集聚与制造业升级［J］. 中国工业经济, 2017(7): 24-42.Liu Yi, Xia Jiechang, Li Yao. Producer services agglomeration and manufacturing upgrading［J］. China Industrial Economics, 2017(7): 24-42.
［4］赵艳萍, 潘蓉蓉, 罗建强, 等. 制造企业服务化悖论研究述评［J］. 管理学报, 2020, 17(3): 467-474.Zhao Yanping, Pan Rongrong, Luo Jianqiang, et al. A research review on manufacturing enterprises servitization paradox［J］. Chinese Journal of Management, 2020,17(3):467-474.
［5］江平宇, 丁凯, 冷杰武, 等. 服务驱动的社群化制造模式研究［J］. 计算机集成制造系统, 2015, 21(6): 1637-1649.Jiang Pingyu, Ding Kai, Leng Jiewu, et al. Service-driven social manufacturing paradigm［J］. Computer Integrated Manufacturing Systems, 2015, 21(6): 1637-1649.
［6］江平宇, 冷杰武, 丁凯. 社群化制造模式的边界效应分析与界定［J］. 计算机集成制造系统, 2018, 24(4): 829-837.Jiang Pingyu, Leng Jiewu, Ding Kai. Analyzing and delimiting overlapping concept boundaries of social manufacturing［J］. Computer Integrated Manufacturing Systems, 2018, 24(4): 829-837.
［7］张富强,江平宇,郭威.服务型制造学术研究与工业应用综述［J］.中国机械工程,2018,29(18): 2144-2163.Zhang Fuqiang, Jiang Pingyu, Guo Wei. Academic research and industrial applications of service-oriented manufacturing［J］. China Mechanical Engineering, 2018, 29(18): 2144-2163.
［8］刘玉平, 孙新涛, 牟堂峰, 等. 引领物联网时代的先进制造模式-海尔互联工厂模式［J］. 中国仪器仪表, 2020, 1: 25-30.Liu Yuping, Sun Xintao, Mou Tangfeng, et al. Interconnected factory leading the advanced manufacturing model in the IoT era［J］. China Instrumentation, 2020, 1: 25-30.
［9］陈国权, 刘薇. 企业组织内部学习、外部学习及其协同作用对组织绩效的影响——内部结构和外部环境的调节作用研究［J］. 中国管理科学, 2017, 25(5): 175-186.Chen Guoquan, Liu Wei. Organizational internal learning, external learning and organizational performance in corporations: the moderating effect of organizational structure and environmental dynamism ［J］. Chinese Journal of Management Science, 2017, 25(5): 175-186.
［10］ Tuli K, Kohli A, Bharadwaj S G. Rethinking customer solutions: from product bundles to relational processes［J］. Journal of Marketing, 2007, 71(3):1-17.
［11］ Schmenner R W. Manufacturing, service, and their integration: some history and theory［J］. International Journal of Operations & Production Management, 2009, 29(5): 431-443.
［12］ Spring M, Araujo L. Service, services and products: rethinking operations strategy［J］. International Journal of Operations & Production Management, 2009, 29(5): 444-467.
［13］齐二石, 石学刚, 李晓梅. 现代制造服务业研究综述［J］. 工业工程, 2010, 13(5): 1-7.Qi Ershi, Shi Xuemei, Li Xiamei. Survey of research advancement on modern manufacturing services ［J］. Industrial Engineering Journal, 2010, 13(5): 1-7.
［14］ Davies A, Brady T, Hobday, M. Charting a path towards integrated solutions［J］. MIT Sloan Management Review, 2006, 47(3): 39-48.
［15］ Baines T S, Lightfoot H W, Benedettin I O, et al. The servitization of manufacturing: a review of literature and reflection on future challenges ［J］. Journal of Manufacturing Technology Management, 2009, 20(5): 547-567.
［16］ Matthyssens P, Vandenbempt K. Service addition as business market strategy: identification of transition trajectories［J］. Journal of Service Management, 2010, 21(5): 693-714.
［17］郭然, 原毅军. 服务型制造对制造业效率的影响机制研究［J］. 科学学研究, 2020, 38(3): 448-456.Guo Ran, Yuan Yijun. Research on the influencing mechanism of service-oriented manufacturing on manufacturing efficiency［J］. Studies in Science of Science, 2020, 38(3): 448-456.
［18］冯良清, 黄大莉, 夏超. 服务型制造网络模块化质量协同研究［J］. 工业工程与管理, 2015, 20(3): 83-89+97.Feng Liangqing, Huang Dali, Xia Chao. Study on synergy of modular quality in service-oriented manufacturing network［J］. Industrial Engineering and Management, 2015, 20(3): 83-89+97.
［19］谷晓芬, 彭本红, 周倩倩. 制造企业服务化转型的商业模式研究——以空中客车为例［J］. 管理案例研究与评论, 2014, 7(5): 416-426.Gu Xiaofen, Peng Benhong, Zhou Qianqian. Research on the business model of manufacturing enterprises’ servitization transformation: a case study based on Airbus corporation［J］. Journal of Management Case Studies, 2014, 7(5): 416-426.
［20］ Raddatsa C, Kowalkowskib C, Benedettinic O. Servitization: a contemporary thematic review of four major research streams［J］. Industrial Marketing Management, 2019, 83: 207-223.
［21］ Gebauer H, Gustafsson A, Witell L. Competitive advantage through service differentiation by manufacturing companies［J］. Journal of Business Research, 2011, 64(12): 1270-1280.
［22］ Cohen M A, Agrawal N, Agrawal V. Winning in the aftermarket［J］. Harvard Business Review, 2006, 84(5): 129-138.
［23］ Fang E, Palmatier R W, Steenkamp J E. Effect of service transition strategies on firm value［J］. Journal of Marketing, 2008, 72(5): 1-14.
［24］刘炳春. 服务型制造网络协调机制研究［D］.天津: 天津大学, 2011.Liu Bingchun. Study on coordination mechanism for service-oriented manufacturing network［D］. Tianjin: Tianjin University, 2011.
［25］许庆瑞, 李扬, 刘景江. 结合制造与服务逻辑发展企业创新能力——基于海尔集团的纵向案例研究［J］. 科研管理, 2020, 41(1): 35-47.Xu Qingrui, Lu Yang, Liu Jingjiang. Development of firms’ innovation capabilities by combing manufacturing logic and service logic: a longitudinal case study based on Haier group［J］. Science Research Management, 2020, 41(1): 35-47.
［26］ Ulaga W, Reinartz W. Hybrid offerings: how manufacturing firms combine goods and services successfully［J］. Journal of Marketing, 2011, 75(6):5-23.
［27］ Galvagno M, Dalli D. Theory of value co-creation a systematic literature review［J］. Journal of Service Theory and Practice, 2014, 24(6): 643-683.
［28］ Kreye M E, Roehrich J K, Lewis M A. Servitizing manufacturers: the impact of service complexity and contractual and relational capabilities［J］. Production Planning and Control, 2015, 26(14-15):1233-1246.
［29］林文进, 江志斌, 李娜. 服务型制造理论研究综述［J］. 工业工程与管理, 2009, 14(6): 1-6+32.Lin Wenjin, Jiang Zhibin, Li Na. A survey on the research of service-oriented manufacturing［J］. Industrial Engineering and Management, 2009, 14(6): 1-6+32.
［30］ Baines T, Lightfoot H, Smart P. Servitization within manufacturing［J］. Journal of Manufacturing Technology Management, 2011, 22(7): 947-954.
［31］ Friend S, Malshe A. Key skills for crafting customer solutions within an ecosystem: a theories-in-use perspective［J］. Journal of Service Research, 2016, 19:123-141.
［32］ Eloranta V, Turunen T. Platforms in service-driven manufacturing: leveraging complexity by connecting, sharing, and integrating［J］. Industrial Marketing Management, 2016, 55:178-186.
［33］杨乃定, 王京北, 张延禄,等. 考虑自适应行为的研发网络风险传播模型构建及仿真［J］. 中国管理科学, 2020, 28(3): 182-190.Yang Naiding, Wang Jingbei, Zhang Yanlu, et al. Risk propagation modeling and simulation in R&D network when considering the adaptive behaviors［J］. Chinese Journal of Management Science, 2020, 28(3): 182-190.
［34］李浩, 纪杨建, 祁国宁, 等. 制造与服务融合的内涵、理论与关键技术体系［J］.计算机集成制造系统, 2010, 16(11): 2521-2529.Li Hao, Ji Yangjian, Qi Guoning, et al. Connotation, theory and key technologies system on the fusion of manufacturing and services［J］. Computer Integrated Manufacturing Systems, 2010, 16(11): 2521-2529.
［35］韩峰, 阳立高. 生产性服务业集聚如何影响制造业结构升级?——一个集聚经济与熊彼特内生增长理论的综合框架［J］. 管理世界, 2020, 36(2): 72-94+219.Han Feng, Yang Ligao. How does the agglomeration of producer services promote the upgrading of manufacturing structure? An integrated framework of agglomeration economies and Schumpeter’s endogenous growth theory［J］. Management World, 2020, 36(2): 72-94+219.
［36］华广敏,黄伟. 中国高技术服务业与制造业融合发展分析——基于2015年OECD数据库非竞争型I-O ［J］. 科研管理, 2020, 41(5): 69-77.Hua Guangmin, Huang Wei. An analysis of the integrated development of China’s high-tech service industry and manufacturing industry——a study based on 2015 non-competitive I-O from OECD database［J］. Science Research Management, 2020, 41(5): 69-77.
［37］ Braunstein S L, Ghosh S, Severini S. The laplacian of a graph as a density matrix: a basic combinatorial approach to separability of mixed states ［J］. Annals of Combinatorics, 2006, 10(3): 291-317.
［38］ Xu Zeshui. Hesitant fuzzy set theory ［M］. Switzerland: Springer, 2014.
［39］ Liao Huchang, Xu Zeshui. Subtraction and division operations over hesitant fuzzy sets［J］. Journal Intelligent & Fuzzy Systems, 2014, 27(1): 65-72.
［40］ Akihiro Otsuka. A new perspective on agglomeration economies in japan: an application of productivity analysis［M］. Singapore: Springer, 2017.
［41］ Guns R, Rousseau R. Unnormalized and normalized forms of gefura measures in directed and undirected networks［J］. Frontiers of Information Technology & Electronic Engineering, 2015, 16(4), 311-320.
［42］ Minello G, Rossi L, Torsello A. On the von Neumann entropy of graphs［J］. Journal of Complex Networks, 2019, 7(4): 491-514.
［43］ Chen Pingyu, Wu Lingfei, Liu Sijia, et al. Fast incremental von Neumann graph entropy computation: theory, algorithm, and applications ［C］∥Proceedings of the 36th International Conference on Machine Learning (ICML2019), Long Beach, California, June 10-15, 2019.
［44］ Winner M G. Social behavior mapping ［M］. Santa Clara: Think Social Publishing, 2007.
［45］吴健, 刘小弟, 张世涛, 等. 概率犹豫模糊Bonferroni平均算子及其决策应用［J］. 模糊系统与数学, 2019, 33(5): 116-126.Wu Jian, Liu Xiaodi, Zhang Shitao, et al. Probabilistic hesitant fuzzy Bonferroni mean operators and their application in decision making［J］. Fuzzy Systems and Mathematics, 2019, 33(5): 116-126.
［46］侯芳. 服务型制造网络的Holon协同需求评价方法［J］. 中国管理科学, 2019, 27(12): 185-196.Hou Fang. An evaluation method on Holon collaborative demand of a service-oriented Holonic manufacturing network［J］. Chinese Journal of Management Science, 2019, 27(12): 185-196.
［47］张发明, 熊洁旖. 基于动态加权网络凝聚度的交互式评价信息集结法［J］. 管理学报, 2018, 15(8): 1231-1239.Zhang Faming, Xiong Jieyi. A method of information aggregation in interactive evaluation based on dynamic and weighted network coherence［J］. Chinese Journal of Management, 2018, 15(8): 1231-1239.

[1]	李伟伟,易平涛,王露. 基于行为特征分析的情境化评价方法及应用[J]. 中国管理科学, 2024, 32(10): 171-180.
[2]	陈雪龙,张钟,李悦. 临机决策视角下的非常规突发事件应急处置方案生成[J]. 中国管理科学, 2024, 32(10): 109-122.
[3]	胡婉婷,丁晶晶,梁樑. 基于期权代储协议的应急物资政企联合储备模型研究[J]. 中国管理科学, 2024, 32(9): 101-112.
[4]	邹清明,刘春,曹裕. 碳交易机制下考虑公平关切产出不确定的低碳供应链减排与融资策略研究[J]. 中国管理科学, 2024, 32(9): 248-259.
[5]	陈强,荣俊美,常旭华,宫磊. 考虑奖惩差异的高校科研考评及专利审查策略研究[J]. 中国管理科学, 2024, 32(9): 313-322.
[6]	聂如欣,田章朋,梁鹤鸣. 社会网络环境下基于行为管理的大群体共识决策方法[J]. 中国管理科学, 2024, 32(9): 35-47.
[7]	陈璐,徐海燕,张瑾木子,何亮. 基于图模型理论的模糊权力不对称冲突研究[J]. 中国管理科学, 2024, 32(9): 59-69.
[8]	沈种,李星梅. 多种协同关系共同作用下的项目组合决策问题研究[J]. 中国管理科学, 2024, 32(8): 139-148.
[9]	李晓娜,马卫民. 需求不确定下高耗水企业节水服务外包决策研究[J]. 中国管理科学, 2024, 32(8): 230-240.
[10]	孙向彦,曲薪池. 药占比管制下过度医疗行为多阶段动态演化研究[J]. 中国管理科学, 2024, 32(8): 308-321.
[11]	李想,李亚男,马红光. 考虑乘客效用的多元化共享出行平台协同定价策略研究[J]. 中国管理科学, 2024, 32(7): 172-180.
[12]	杜恒,卢珂. 供给短缺下考虑消费异质性的零售商定价策略[J]. 中国管理科学, 2024, 32(7): 201-211.
[13]	蒋兰娟,陈武华,陈晓红. 考虑医保报销与交付时间的医药零售商定价及渠道模式选择研究[J]. 中国管理科学, 2024, 32(7): 236-247.
[14]	杨荣庆,唐孝安,张强,黄挺. 分布式乘性偏好环境下考虑决策者偏好调整意愿的最优-最劣多准则决策方法[J]. 中国管理科学, 2024, 32(7): 65-75.
[15]	张磊,叶鑫. 考虑风险态度和自信行为的应急响应等级决策方法[J]. 中国管理科学, 2024, 32(6): 120-128.