A genetic algorithm for the vendor-managed inventory routing problem with lost sales

作者：Park Yang Byung; Yoo Jun Su; Park Hae Soo

来源：Expert Systems with Applications, 2016, 53: 149-159.

DOI：10.1016/j.eswa.2016.01.041

• Genetic algorithm
• Vendor-managed inventory
• Inventory routing problem
• Mixed-integer linear programming model
• Logistics

This paper proposes a genetic algorithm (GA) for the inventory routing problem with lost sales under a vendor-managed inventory strategy in a two-echelon supply chain comprised of a single manufacturer and multiple retailers. The proposed GA is inspired by the solving mechanism of CPLEX for the optimization model of the problem. The proposed GA determines replenishment times and quantities and vehicle routes in a decoupled manner, while maximizing supply chain profits. The proposed GA is compared with the optimization model with respect to the effectiveness and efficiency in various test problems. The proposed GA finds solutions in a short computational time that are very close to those obtained with the optimization model for small problems and solutions that are within 3.2% of those for large problems. Furthermore, sensitivity analysis is conducted to investigate the effects of several problem parameters on the performance of the proposed GA and total profits.

• 出版日期2016-7-1