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Research On Supply Chain Collaboration System Based On Enterprise Collective Intelligence

Posted on:2020-06-10Degree:MasterType:Thesis
Country:ChinaCandidate:J Q WangFull Text:PDF
GTID:2439330620457323Subject:Engineering
Abstract/Summary:PDF Full Text Request
Driven by the trend of global economic integration and intelligent network technology,competition among single enterprises has gradually expanded to the entire supply chain network,and related supply chain collaboration issues have also received continuous attention from academic and business circles.With the advent of the era of information sharing and knowledge management,enterprises collective intelligence has become an important driving force for the current supply chain collaborative operation,and this dynamic is mainly reflected in the enterprise adaptation and evolution capabilities generated by collective intelligence collaboration.In order to further improve the adaptability and evolutionary capabilities of supply chain enterprises,it is necessary to thoroughly explore the regular pattern of the specific operation and evolution of collective intelligence in the supply chain collaborative operation system.Therefore,this paper will research the supply chain collaboration system from the perspective of corporate collective intelligence.The main contents are:Firstly,with reference to the theory of complex adaptive system and commercial ecosystem,this paper analyzes in detail the complex adaptation and ecological evolution characteristics of the collective intelligence collaboration system of supply chain enterprises,and then from the organizational form,emerging sources and operational processes,as well as the genetic inheritance,variation and selection of enterprises,respectively explain the internal operating and external mechanism of the system.Secondly,by explaining the applicability and basic principles of NK model,it is introduced into the collective intelligence collaboration system of supply chain enterprises.After summarizing and combing the relevant literature,the influencing factors of the system are obtained,such as subject size,interaction model,organizational structure and relationship strength,so as to construct the corresponding NK model framework.And use MATLAB programming to obtain data for simulation calculation application research.Finally,the significance of fitness landscape to optimize the collective intelligence collaboration system of supply chain enterprises is put forward by combining with specific industries,and strategies are given from the perspectives of continuous search,multifaceted exploration,mixed migration,reducing complexity and moderate change.
Keywords/Search Tags:complex adaptive system, business ecosystem, collective intelligence, supply chain collaboration, NK model, fitness landscape
PDF Full Text Request
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