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Coevolutionary Characteristics of Knowledge Diffusion and Knowledge Network Structures: A GA-ABM Model
By: Junhyok Jang, Xiaofeng Ju, Unsok Ryu, Hyonchol Om, Volume 22 (3)
Abstract: The co-evolutionary dynamics of knowledge diffusion and network structure in knowledge management is a recent research trend in the field of complex networks. The aim of this study is to improve the knowledge diffusion performance of knowledge networks including personnel, innovative organizations and companies. In order to study the co-evolutionary dynamics of knowledge diffusion and network structure, we developed a genetic algorithm-agent based model (GA-ABM) by combining a genetic algorithm (GA) and an agent-based model (ABM). Our simulations show that our GA-ABM improved the average knowl ...