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Partner Selection Based On BP Algorithm Of Enterprise Innovation Network Research

Posted on:2015-08-29Degree:MasterType:Thesis
Country:ChinaCandidate:B H ZengFull Text:PDF
GTID:2298330431478977Subject:Management Science and Engineering
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Due to the progress and development of The Times, enterprise’s technologicalinnovation have become increasingly complex, is no longer the traditional enterpriseinternal innovation. The arrival of information age and economic globalization,contributed to the development of the society and social division of labor, enterprisesalong the specialization and precision in the direction of development, individualenterprise is hard to rely on their own strength to complete the whole innovationactivities, the development of the enterprise in order to seek their own, have to considerthe cooperation with other enterprise research and development, through thecooperation to achieve complementary resources, advantages of interoperability,internalize corporate R&D risk, reduce their R&D capital, markets for scarceinformation resources and knowledge innovation; Through the joint production, speedup the enterprise work efficiency, reduce production cost, which directly promote thecontact and cooperation between the various agents. The rapid rise of the networkinformation technology, accelerate the behavior between the main body of this kind ofcontact and cooperation relationship, between enterprises and enterprises, betweenenterprises and universities and research institutions and enterprises and the relationshipbetween the government and other organizational units and the increasingly close,which also contributed to the formation of enterprise innovation network. In today’seconomic and information globalization, the competition relationship betweenenterprises is no longer a competition between individual actors, more is in the form ofnetwork. For an enterprise, therefore, how to build enterprise innovation network,improve the overall core competitiveness; Choose the appropriate enterprise innovationnetwork partners, the overall strength, strengthen the network for an enterprise or theenterprise innovation network, has important and far-reaching strategic significance.Based on a lot of reading, technology innovation, the innovation network ofpartner selection, on the basis of related literature and theory, summarized theinnovation network, some theories and research status quo of partner selection,including the innovation network and enterprise partner selection of literature review, the basic principles of partner selection and common methods. In order to study thepartner selection of enterprise innovation network. First of all, the article centering onthe core enterprise to construct the enterprise innovation network, the enterpriseinnovation network is divided into three production network, knowledge network andsocial network subnet, respectively discusses the three sub network block in thefunctions and operation mechanism of innovation network, analyses the inner linkbetween them. Secondly, on the basis of the building enterprise innovation network toexplore how firms choose their network partners. Partner selection based on the analysisof the enterprise innovation network features and common partner selection method, onthe basis of enterprise innovation network based on BP algorithm is studied in thepartner selection problem. Enterprises as the core, respectively in the productionnetwork, knowledge network and social network selecting reasonable partner. Inproduction networks: enterprise want to look for in candidates and their common idealpartner to do the production; In the knowledge network: the purpose of enterprises tochoose is combined with strength of colleges and universities or research institutions astheir own product research and development cooperation partners; In social networks,research is focused on enterprises how to choose the intermediary service agencies tohelp complete some service work. This paper collected the factors influencing theproduction network, knowledge network and social network of the index system and theindex data, using the simulation data of BP algorithm for training first, form the networkalgorithm, and then use the trained BP network scoring candidates for sorting, asenterprises select cooperation partners in the innovation network of important referencebasis.
Keywords/Search Tags:Innovation networks, Partner selection, Network block, BP algorithm
PDF Full Text Request
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