The article analyzes the importance of the problem of constructing an optimal transport network. In the article is given its mathematical formalization. A modification of the ant algorithm through the application of fuzzy logic and the development of fuzzy-production rules for the calculation the possibility of switching the ant from one vertex to another, allowing to take into account the uncertainty of the cost of transportation to the various sites, is provided.