计算机应用 ›› 2012, Vol. 32 ›› Issue (10): 2879-2883.DOI: 10.3724/SP.J.1087.2012.02879

• 人工智能 • 上一篇    下一篇

基于认知模式的企业集群知识传播演化仿真

牛家洋1,2,王洪国2,邵增珍1,2,宋超超3   

  1. 1. 山东省分布式计算机软件新技术重点实验室,济南 250014
    2. 山东师范大学 信息科学与工程学院;济南 250014
    3. 山东师范大学 管理科学与工程学院,济南 250014
  • 收稿日期:2012-04-10 修回日期:2012-05-24 发布日期:2012-10-23 出版日期:2012-10-01
  • 通讯作者: 牛家洋
  • 作者简介:牛家洋(1982-),男,山东济南人,硕士研究生,CCF会员,主要研究方向:数据挖掘、进化计算;王洪国(1966-),男,山东济南人,教授,博士生导师,主要研究方向:电子政务、智能算法;邵增珍(1976-),男,山东济南人,副教授,博士研究生,主要研究方向:计算智能、人工社会;宋超超(1988-),男,山东济宁人,硕士研究生,主要研究方向:物流优化。
  • 基金资助:
    山东省自然科学基金资助项目;山东省科技发展计划项目

Simulation of knowledge diffusion among enterprise clusters based on cognitive perspective

NIU Jia-yang1,2,WANG Hong-guo1,SHAO Zeng-zhen1,2,SONG Chao-chao3   

  1. 1. College of Information Science and Engineering, Shandong Normal University, Jinan Shandong 250014, China
    2. Shandong Provincial Key Laboratory for Distributed Computer Software Novel Technology, Jinan Shandong 250014, China
    3. College of Management Science and Engineering, Shandong Normal University, Jinan Shandong 250014, China
  • Received:2012-04-10 Revised:2012-05-24 Online:2012-10-23 Published:2012-10-01
  • Contact: NIU Jia-yang

摘要: 针对现有研究无法很好描述企业知识结构的情况,构建了基于认知模式的集群企业知识传播模型(CEKTM)。该模型通过对集群知识传播机制的分析,提出了企业染色体的定义;并借鉴蚁群路径选择策略,给出了学习策略及知识互动机制。仿真结果表明,集群内部的知识传播具有认知邻近的原则,知识结构相似的企业间知识传播的概率更高;过高或过低的企业染色体规模都不利于企业集群平均知识水平的提高;在集群发展初期,小规模的市场环境更有利于企业间的合作和知识传播。

关键词: 知识传播, 认知模式, 集群企业, 企业染色体, 仿真

Abstract: In order to overcome the deficiency of the previous research on knowledge structures of enterprises, this paper proposed the knowledge diffusion model among enterprise clusters based on cognitive perspective Clusters of Enterprise Knowledge Transmission Model (CEKTM). The model proposed the definition of enterprise chromosome based on cognitive perspective and learned from ant colony path selection strategy, giving the learning strategies and knowledge interactive mechanism. The simulation results indicate that the knowledge structure within a cluster has cognitive proximity principle, and the similar knowledge structure has the higher knowledge transfer probability; too high or low enterprise chromosome dimension is not good to the improvement of average knowledge level for enterprise cluster; at the initial period, the small market environment is in favor of enterprise cluster development.

Key words: knowledge diffusion, cognitive perspective, enterprise cluster, enterprise chromosome, simulation

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