TY  - JOUR
AB  - Purpose The purpose of this paper is to predict or even control the food safety risks during the distribution of perishable foods. Considering the food safety risks, the distribution route of perishable foods is reasonably arranged to further improve the efficiency of cold chain distribution and reduce distribution costs.Design/methodology/approach This paper uses the microbial growth model to identify a food safety risk coefficient to describe the characteristics of food safety risks that increase over time. On this basis, with the goal of minimizing distribution costs, the authors establish a vehicle routing problem with a food safety Risk coefficient and a Time Window (VRPRTW) for perishable foods. Then, the Weight-Parameter Whale Optimization Algorithm (WPWOA) which introduces inertia weight and dynamic parameter into the native whale optimization algorithm is designed for solving this model. Moreover, benchmark functions and numerical simulation are used to test the performance of the WPWOA.Findings Based on numerical simulation, the authors obtained the distribution path of perishable foods under the restriction of food safety risks. Moreover, the WPWOA can significantly outperform other algorithms on most of the benchmark functions, and it is faster and more robust than the native WOA and avoids premature convergence.Originality/value This study indicates that the established model and the algorithm are effective to control the risk of perishable food in distribution process. Besides, it extends the existing literature and can provide a theoretical basis and practical guidance for the vehicle routing problem of perishable foods.
VL  - 120
IS  - 2
SN  - 0263-5577
DO  - 10.1108/IMDS-03-2019-0149
UR  - https://doi.org/10.1108/IMDS-03-2019-0149
AU  - Wang Yingchao
AU  - Yang Chen
AU  - Hou Hanpo
PY  - 2019
Y1  - 2019/01/01
TI  - Risk management in perishable food distribution operations: A distribution route selection model and whale optimization algorithm
T2  - Industrial Management & Data Systems
PB  - Emerald Publishing Limited
SP  - 291
EP  - 311
Y2  - 2024/09/21
ER  -