Nowadays, global competition causes that the companies are dealing with the issue of cost reduction besides increasing productivity in business network more than ever. Because of that, today, both industrial practitioners and researchers are focusing on the supply chain structure issues. In order to achieve the real word objectives, the aim of the paper is to improve the performance of the supply chain network via not only taking into account simultaneous pickup and split delivery but also minimizing the total costs as well as maximizing customer services alongside multi-period and multiproducts. Besides, to accumulate the data of parameters, a food industry is considered for a case study which is in the north of Iran. Eventually, the proposed mixed-integer linear programming model is addressed by a ε-constraint method. Finally, related results of this solution are analyzed and also is compared with simple vehicle routing problem (VRP).