详细信息
Cross perishable effect on optimal inventory preservation control ( SCI-EXPANDED收录 EI收录)
文献类型:期刊文献
英文题名:Cross perishable effect on optimal inventory preservation control
作者:Yang, Ya[1,2];Chi, Huihui[3,4];Tang, Ou[5];Zhou, Wei[3,4];Fan, Tijun[1]
机构:[1]East China Univ Sci & Technol, Dept Management Sci & Engn, Shanghai, Peoples R China;[2]Qinghai Univ, Dept Management Sci & Engn, Xining, Qinghai, Peoples R China;[3]ESCP Europe, Dept Informat & Operat Management, Paris, France;[4]ESCP Europe, Big Data & Business Analyt Program, Paris, France;[5]Linkoping Univ, Dept Management & Engn, Linkoping, Sweden
年份:2019
卷号:276
期号:3
起止页码:998
外文期刊名:EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
收录:;EI(收录号:20190806524419);WOS:【SCI-EXPANDED(收录号:WOS:000463121000014)】;
基金:The authors sincerely thank the editor, Ruud Teunter, and three anonymous reviewers for their constructive comments and suggestions that help improve the quality of the study. This work was supported by the National Natural Science Foundation of China (nos. 71431004, 71573087 and 71563039).
语种:英文
外文关键词:(D) OR in agriculture; Cross-perishability; IoT-enabled decision process; Adaptive perishable inventory management
摘要:It is very common that retailers are storing and managing perishables of multiple types together. Due to chemical or biological reactions, the preservation period of some perishables (e.g., vegetables, fruits, fish, meats) either prolongs or shortens with the co-storage of other product types. Although this phenomenon is significant, it has not been mentioned in the perishable inventory literature. Therefore in this research, we first introduce the concept of cross-perishability. We then formulate an inventory model with a novel control variable of preservation effort that in turn affects the preservation period with cross-perishability when multiple product-types coexist. With an Internet of Things (IoT) sensor system as the background, this model takes the advantage of real time data, based on which the cross perishable effect, inventory characteristics and control policy can be analyzed. Our results indicate that an integrated decision making mechanism with consideration of the cross perishable effect should lead to an improved global mixed perishable inventory policy, in terms of reducing the deterioration cost, decreasing the inventory level, and improving the perishables quality. We prove the upper and lower bound conditions for the decision variables and utilize this result to facilitate the searching algorithm for a fast convergence to the feasible global optima for the non-linear problem with multiple product types and cross perishable effects. In conclusion, we offer managerial and policy implication for the perishable inventory system where the cross perishable effect should be seriously considered. (C) 2019 Elsevier B.V. All rights reserved.
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