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This paper focuses on the comparison between Genetic Algorithm and Tabu Search in solving the problem of Feeder Bus Network Development Problem(FBNDP)based on a grid street network.The FBNDP model used in this paper aims to minimize the total cost from service provider and the passengers by optimizing feeder bus routes and service frequencies based on a grid street network.The computational results of the two metaheuristic methods are given.