In this study, inverse optimization is studied on two problems of network problems. One is the problem of minimum cost flow, which is the main problem of this research and the other, the maximum flow problem as an example of the use of work done, has been discussed. The modeling of the problems in this research is by using a sparse equation system. And the kind of problem that is being considered is kind of non- square norm are performed.