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Complexity analysis of manufacturing service ecosystem: a mapping-based computational experiment approach
Xiao, Xue1,2; Wang, Shufang3; Zhang, Lejun4; Qin, Cheng-zhi5,6
2019-01-17
Source PublicationINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
ISSN0020-7543
Volume57Issue:2Pages:357-378
Corresponding AuthorXiao, Xue(jzxuexiao@126.com) ; Zhang, Lejun(zhanglejun@yzu.edu.cn)
AbstractThe trend of servitisation is increasingly affecting manufacturing enterprises. Traditional manufacturing enterprises cannot handle the related challenges of service innovation by themselves. Recently, manufacturing service ecosystem (MSE) has been proposed to support service innovation by facilitating collaboration. The construction and development of MSE need to handle a series of complexities, such as individual complexity, interaction complexity and ecological complexity. However, it is still very difficult to clearly identify the possible effect of various influence factors on MSE evolution, which is necessary analyse the complex dynamic interactive relationship among participants, so as to maintain the sustainable and healthy development of MSE. To change such a situation, this paper proposes a mapping-based computational experiment approach to analyse the evolution of MSE. This approach has three main parts, i.e. model construction of real world, model mapping of computational system and experiment evaluation of various factors of MSE evolution. By adopting the proposed approach, several case studies are conducted to investigate the possible effect of cooperation preference on the MSE evolution in various market environments. The results demonstrate that the proposed approach is effective.
Keywordmanufacturing service ecosystem (MSE) model mapping competition and cooperation computational experiment ecosystem evolution
DOI10.1080/00207543.2018.1430906
WOS KeywordSIMULATION
Indexed BySCI
Language英语
Funding ProjectNational Natural Science Foundation of China[61175066] ; National Natural Science Foundation of China[61379126] ; National Natural Science Foundation of China[41701133] ; Program for Science & Technology Innovation Talents of Henan Province[2017JQ0008] ; Program for Science& Technology Innovation Talents in Universities of Henan Province[2012HASTIT013] ; National Natural Science Foundation of Henan Province[162300410121] ; Key Scientific Research Project in Universities of Henan Province[16A520012]
Funding OrganizationNational Natural Science Foundation of China ; Program for Science & Technology Innovation Talents of Henan Province ; Program for Science& Technology Innovation Talents in Universities of Henan Province ; National Natural Science Foundation of Henan Province ; Key Scientific Research Project in Universities of Henan Province
WOS Research AreaEngineering ; Operations Research & Management Science
WOS SubjectEngineering, Industrial ; Engineering, Manufacturing ; Operations Research & Management Science
WOS IDWOS:000457968400003
PublisherTAYLOR & FRANCIS LTD
Citation statistics
Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/49862
Collection中国科学院地理科学与资源研究所
Corresponding AuthorXiao, Xue; Zhang, Lejun
Affiliation1.Henan Polytech Univ, Sch Comp Sci, Jiaozuo, Peoples R China
2.Nanjing Univ Sci & Technol, Sch Comp Sci, Nanjing, Jiangsu, Peoples R China
3.Henan Polytech Univ, Sch Business Adm, Jiaozuo, Peoples R China
4.Yangzhou Univ, Sch Informat Engn, Yangzhou, Jiangsu, Peoples R China
5.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing, Peoples R China
6.Nanjing Normal Univ, Jiangsu Ctr Collaborat Innovat Geog Informat Res, Nanjing, Jiangsu, Peoples R China
Recommended Citation
GB/T 7714
Xiao, Xue,Wang, Shufang,Zhang, Lejun,et al. Complexity analysis of manufacturing service ecosystem: a mapping-based computational experiment approach[J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH,2019,57(2):357-378.
APA Xiao, Xue,Wang, Shufang,Zhang, Lejun,&Qin, Cheng-zhi.(2019).Complexity analysis of manufacturing service ecosystem: a mapping-based computational experiment approach.INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH,57(2),357-378.
MLA Xiao, Xue,et al."Complexity analysis of manufacturing service ecosystem: a mapping-based computational experiment approach".INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH 57.2(2019):357-378.
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