Abstract: Many applications require to send the information from the source node to the destination node through the communication network. In order to support these applications, it is necessary to determine a path of minimal cost to connect the source node to the destination node. The TM algorithm and BSMA algorithm has been used in order to find the path that minimizes the total cost. The experimental results show that the algorithm can find optimal solution quickly.