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A NOVEL NPD TEAM FORMATION METHOD BASED ON SOCIAL NETWORK ANALYSIS APPROACH

机译:基于社会网络分析方法的新型NPD团队形成方法

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摘要

Forming an effective New Product Development (NPD) team is of great importance for the success of NPD. With this regard, this paper proposes a Social Network Analysis (SNA) based approach to NPD team formation and builds a corresponding multi-objective optimization model by integrating the multiple attributes of individual knowledge competence, knowledge similarity and knowledge collaboration performance. Secondly, a Genetic Algorithm (GA) is developed to solve the proposed model. Finally, a real NPD team formation case is given to verify the application and effectiveness of the proposed model, and the GA is implemented to select the competent NPD team members for the formation of an effective NPD team.
机译:形成有效的新产品开发(NPD)团队对于NPD的成功非常重要。 众所周知,本文提出了基于社会网络分析(SNA)的NPD团队形成方法,并通过集成个人知识能力,知识相似性和知识协作性能的多个属性来构建相应的多目标优化模型。 其次,开发了一种遗传算法(GA)来解决所提出的模型。 最后,提供了一个真实的NPD团队形成案件来验证所提出的模型的应用和有效性,并实施GA以选择有效的NPD团队成员,以形成有效的NPD团队。

著录项

  • 来源
  • 作者

    JIAFU SU; FENGTING ZHANG; XIN YU;

  • 作者单位

    National Research Base of Intelligent Manufacturing Service Chongqing Technology and Business University No.19 Xuefu Avenue Nan'an District Chongqing 400067 P. R. China International College Krirk University Bangkok 10220 Thailand;

    National Research Base of Intelligent Manufacturing Service Chongqing Technology and Business University No.19 Xuefu Avenue Nan'an District Chongqing 400067 P. R. China;

    National Research Base of Intelligent Manufacturing Service Chongqing Technology and Business University No.19 Xuefu Avenue Nan'an District Chongqing 400067 P. R. China International College National Institute of Development Administration Bangkok 10240 Thailand;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    NPD team formation; Social network analysis; Knowledge and collaboration; Genetic algorithm;

    机译:NPD团队形成;社交网络分析;知识与合作;遗传算法;
  • 入库时间 2022-08-19 02:31:40

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