Tabu search algorithm is studied to solve the routing scheme problem which arises from the implementation of dynamic routing in the Telecommunication Network Intelligence Management System. Tabu search algorithm is improved in order to be suitable for solving circuit automatic adjustment problem and results satisfying answers. The improved Tabu search algorithm can work out global optimization route schemes in shorter time than the genetic algorithm. This algorithm is running in the Guangdong Telecommunication Network Intelligence ManagementSystem.