This paper presents a multicriteria decision support methodology for selecting sites to be inspected within the framework of arms control in Europe (conventional forces). We present our formulation of the problem focusing on the construction of criteria. Then, we develop a multicriteria aggregation procedure designed to rank the sites by decreasing order of priority. In order to derive robust prescriptions, we propose a general and original approach integrating imprecision and ill-determination concerning preference information.