A novel differential evolution algorithm for joint replenishment problem under interdependence and its application

► DE algorithm is suitable for the joint replenishment problem under interdependence. ► The joint replenishment model is solved using both direct and indirect grouping strategy. ► DE algorithm is faster than the EA for most problems. ► Case study shows this model helps in saving inventories total costs significantly.