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RD Partner Selection Model and the Formation of Industrial RD Networks Based on Cooperative Attractiveness

机译:研发合作伙伴选择模型及基于合作吸引力的工业研发网络的形成

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In this paper, we model the formation of R&D networks as they emerge from bilateral collaborative decisions. We provide an agent-based model of R&D partner selection and investigate the formation of industrial R&D networks. Different from previous literature, we generate the model based on the objective existing cooperative attractiveness and strategic motivations for partner selection and focus on the role of R&D capabilities of organizations and the logic distance between potential bilateral collaboration. We find that the new model can replicates the network structure well, and two features are central to the R&D network formation: importance of R&D capabilities of agents and the importance of logic distance between agents. The networks forcing by the partner selection model are performing an approximate power-law distribution.
机译:在本文中,我们模拟了研发网络的形成,因为它们从双边协作决策中出现。我们提供基于代理的R&D合作伙伴选择模型,并调查工业研发网络的形成。与以往的文学不同,我们基于目标现有的合作吸引力和战略动机来创造伙伴选择的战略动机,并专注于组织研发能力的作用以及潜在的双边合作之间的逻辑距离。我们发现新模型可以很好地复制网络结构,并且两个特征是R&D网络形成的核心:代理的R&D功能的重要性以及代理之间的逻辑距离的重要性。伙伴选择模型强制强制执行近似的幂律分布。

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