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In this paper we develop an evolutionary agent-based simulation model derived from a knowledge-based theoretical framework and use it to explore the effect of knowledge management strategies on the evolution of a group of knowledge-intensive organizations located in a given geographical area. We then present the results of different runs of the simulation model.