Electronic Devices Wang Jin 6 2 2017 http://www.dline.info/ed/fulltext/v6n2/edv6n2_2.pdf With the rapid development of Internet, people are not satisfied with sharing information only on the local network; instead, they intend to maximize the use of various types of network resources in different regions in the world. Intelligent network increasingly has strong demand and put forward new demands on intelligent routing protocol. Intelligent routing protocol model not only need to have self perception, self-learning, self decision and self configuration ability, but also with the business model, modulation, power control, spectrum sensing technology and joint optimization. This paper designs a routing algorithm and routing mechanism as the research content, to the user’s Cos (Quality of Service) communication demand, energy saving, load balancing as the optimization objective, the optimization theory, mufti-objective decision, machine learning and intelligent search algorithm based on the theory of research on intelligent routing protocol in wireless ad choc networks. Therefore, routing technology has become a crucial part of network technology, and it has become the most important network equipment. On the basis of relevant domestic and foreign theories and researches, in view of the existing problems, a computer network routing configuration method based on intelligent algorithm was proposed in this paper; meanwhile, the feasibility of the method was verified by simulation experiment.