In order to solve the Minimum Spanning Tree(MST)problem, this paper provides a niche Genetic Algorithm(GA) importing Tabu search. The algorithm uses Pr fer number to encode these trees. Before selection and crossover, that the algorithm uses niche to keep the distance of selected trees is bigger than one threshold, so it can guarantee the multiformity of individuals. That mutation of GA uses Tabu search algorithm, can improve the local searching ability, and speed up the convergence for satisfactory results...