The congested multicommodity network design problem

•A new fixed-charge multicommodity network design problem with congestion at nodes.•A reformulation of the problem as a mixed integer second order cone program.•An efficient evolutionary algorithm that combines iterated local search and scatter search.•Computational experiments on new benchmark instances and real case data.