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A quantitative description of complex adaptive system: The self-adaptive mechanism of the material purchasing management system towards the changing environment
Zhang Meng; Cui Jinchuan
2016-02-01
Source PublicationJOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
ISSN1009-6124
Volume29Issue:1Pages:151-170
AbstractThis paper demonstrates a new interpretation of the material purchasing management system (MPMS) from the perspective of complex adaptive systems (CAS). Within the framework of CAS, the authors design the self-adaptive mechanism of the MPMS responding to the changing environment, such as the change of the price, by using risk measurement theory, modern portfolio theory (MPT) and the information of the material's modifying priority. As a bottom-up systems view, CAS focuses on the individual level and studies system's overall complexity by analyzing the mutual competition and adaptation among the individuals. This paper demonstrates a quantitative description of CAS by discussing theMPMS which can be viewed as a kind of CAS, and makes numerical simulations of Daqing oilfield MPMS. Compared to the benchmarks, the authors set the simulations show that the self-adaptive mechanism adapts well to the change of the material's market price. Hence, this paper accomplishes a numerical simulation of CAS's quantitative self-adaptive mechanism responding to the environment's change.
KeywordComplex adaptive system (CAS) CVaR material purchasing management system (MPMS) modern portfolio theory (MPT) self-adaptive mechanism
DOI10.1007/s11424-015-3210-5
Language英语
Funding ProjectKey laboratory of Management, Decision and Information Systems, Chinese Academy of Science
WOS Research AreaMathematics
WOS SubjectMathematics, Interdisciplinary Applications
WOS IDWOS:000370162300009
PublisherSPRINGER HEIDELBERG
Citation statistics
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/22018
Collection应用数学研究所
Corresponding AuthorZhang Meng; Cui Jinchuan
AffiliationChinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
Zhang Meng,Cui Jinchuan. A quantitative description of complex adaptive system: The self-adaptive mechanism of the material purchasing management system towards the changing environment[J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,2016,29(1):151-170.
APA Zhang Meng,&Cui Jinchuan.(2016).A quantitative description of complex adaptive system: The self-adaptive mechanism of the material purchasing management system towards the changing environment.JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,29(1),151-170.
MLA Zhang Meng,et al."A quantitative description of complex adaptive system: The self-adaptive mechanism of the material purchasing management system towards the changing environment".JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY 29.1(2016):151-170.
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