Abstract: In the talk we present an analytical form of an asymptotic evolution of random unitary operation (RUO) for the quantum network consisting of N qubits, which are coupled by certain control unitary three-qubit interactions. Then we present a way how to visualize given RUO by a graph and we analyze the special class of these graphs, so called base graphs.