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A model for knowledge transfer in a multi-agent organization based on lattice kinetic model

A model for knowledge transfer in a multi-agent organization based on lattice kinetic model
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摘要 A study on knowledge transfer in a mutli-agent organization is performed by applying the basic principle in physics such as the kinetic theory.Based on the theoretical analysis of the knowledge accumulation process and knowledge transfer attributes,a special type of knowledge field(KF)is introduced and the knowledge diffusion equation(KDE)is developed.The evolution of knowledge potential is modeled by lattice kinetic equation and verified by numerical experiments.The new equation-based modeling developed in this paper is meaningful to simulate and predict the knowledge transfer process in firms.The development of the lattice kinetic model(LKM)for knowledge transfer can contribute to the knowledge management theory,and the managers can also simulate the knowledge accumulation process by using the LKM. A study on knowledge transfer in a mutli-agent organization is performed by applying the basic principle in physics such as the kinetic theory. Based on the theoretical analysis of the knowledge accumulation process and knowledge transfer attributes, a special type of knowledge field(KF) is introduced and the knowledge diffusion equation(KDE) is developed. The evolution of knowledge potential is modeled by lattice kinetic equation and verified by numerical experiments. The new equation-based modeling developed in this paper is meaningful to simulate and predict the knowledge transfer process in firms. The development of the lattice kinetic model(LKM) for knowledge transfer can contribute to the knowledge management theory, and the managers can also simulate the knowledge accumulation process by using the LKM.
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2020年第1期156-167,共12页 系统工程与电子技术(英文版)
基金 supported by the National Natural Science Foundation of China(71472055 71871007) National Social Science Foundation of China(16AZD0006) Heilongjiang Philosophy and Social Science Research Project(19GLB087) the Fundamental Research Funds for the Central Universities(HIT.NSRIF.2019033)
关键词 knowledge transfer multi-agent system knowledge field(KF) lattice kinetic model(LKM) knowledge diffusion equation(KDE) knowledge transfer multi-agent system knowledge field(KF) lattice kinetic model(LKM) knowledge diffusion equation(KDE)
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