The bullwhip effect indicates that variance of orders increases while moving from downstream (i.e. customer) to upstream (i.e. supplier) in the supplychain. This demand distortion creates many problems in supplychain. To show the existence of bullwhip effect in a proposed supply chain system, previous researchers defined it as ratio of variance of orders to variance of demand as is
represented in Eq. (11)