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Facility location problem is a kind of NP-Hard combinational problem. Considering ever-changing demand sites, demand quantity and releasing cost, we formulate a model combining tabu search and FCM (fuzzy clustering method) to solve the eapacitated dynamic facility location problem. Some results are achieved and they show that the proposed method is effective.