The coordination of closed-loop supply chain with risk preference in stochastic demand is studied. Both the market demand is price sensitive and the stochastic demand which possibly exists in reality are considered, and the profit function is no longer being taken as a decision-making but the utility function with the risk preferences of manufacturers and retailers is used in calculating. The retailer take recycling model is analyzed to construct a Stackelberg game model for closed-loop supply chain where the manufacturers play the role of lead...