Abstract: This paper discusses the multiple constrained QoS routing problem. Firstly, a mathematical model based on fuzzy judgment is presented, which realizes the optimization of multiple constraint of QoS. Then an Ant algorithm is proposed to solve the problem. A

Key words: Multiple constrained QoS, Fuzzy judgement, Network routing, Reinforcement learning, Ant algorithm