Economical, environmental and social objectives are considered in logistics decisions. Decisions on service areas definition, routing and scheduling are tackled. A multi‐objective solution approach based on MILP models is developed. A real recyclable waste collection system case is solved and trade‐offs discussed. A compromise solution is proposed, supporting a sustainable reverse logistics plan.