Improving order-picking operation through efficient storage location assignment: A new approach

•Order-picking efficiency is improved via efficient storage assignment.•New concept is introduced for better assignment by exploiting order characteristics.•A data-based approach (DBA) is developed for the solution.•DBA outputs competitive results on real data with short running time.•DBA is extended to the case of high-level warehouses.