果蔬供应链中的订单分配和两阶段综合调度

IF 6.7 2区 管理学 Q1 MANAGEMENT
Gang Wang
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引用次数: 0

摘要

由于收获后、生产和配送阶段的保鲜要求,水果和蔬菜供应链需要紧密集成。本文探讨了水果和蔬菜供应链中涉及采购、生产、配送和订单分配的两阶段流动车间的调度问题。供应链由合同种植商、加工商和需求点组成。种植商和加工商的生产能力有限。种植商拥有加工生产线,对水果和蔬菜进行分类和分级,然后运往加工商进行进一步加工。问题的第一阶段涉及确定种植者到加工者的生产和配送计划。第二阶段涉及将需求点分配给加工商,安排加工商的生产,以及从加工商到需求点的配送。本文考虑了这两个子问题,并提出了一个混合整数线性规划问题:带有订单分配的种植者和加工商生产和分配调度问题。同时,我们还提出了解决这两个子问题的两种强多项式算法。此外,我们还开发了一种两阶段启发式算法,通过同时求解子问题来解决综合问题。我们通过计算实验来证明所提出的算法和集成值。计算结果表明,在大规模问题实例上,所提出的算法优于 CPLEX。最后,我们分析了减少浪费、单位处理时间和成本、入库和出库运输率对供应链绩效的影响,以及对管理的启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Order assignment and two-stage integrated scheduling in fruit and vegetable supply chains

Fruit and vegetable supply chains require tight integration due to freshness-keeping requirements during the post-harvest, production, and distribution stages. This paper addresses the scheduling problem of a two-stage flow shop in the fruit and vegetable supply chain involving procurement, production, distribution, and order assignment. The supply chain consists of contract growers, processors, and demand points. Growers and processors maintain limited capacity. Growers have processing lines to sort and grade fruits and vegetables, which are then shipped to processors for further processing. The first stage of the problem involves determining the production and distribution schedules of growers to processors. The second stage concerns assigning demand points to processors, scheduling production at processors, and distributing from processors to demand points. This paper considers its two sub-problems and proposes a mixed-integer linear programming problem: growers’ and processors’ production and distribution scheduling with order assignment. Also, we present two respective strongly polynomial algorithms for solving the two sub-problems. Besides, we develop a two-phase heuristic algorithm for the integrated problem by solving sub-problems together. We conduct computational experiments to justify the proposed algorithms and integration value. Computational results reveal that the proposed algorithms outperform the CPLEX on large-scale problem instances. Finally, we analyze the impacts of waste reduction, unit processing time and cost, and inbound and outbound shipping rates on supply chain performance, along with managerial insights.

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来源期刊
Omega-international Journal of Management Science
Omega-international Journal of Management Science 管理科学-运筹学与管理科学
CiteScore
13.80
自引率
11.60%
发文量
130
审稿时长
56 days
期刊介绍: Omega reports on developments in management, including the latest research results and applications. Original contributions and review articles describe the state of the art in specific fields or functions of management, while there are shorter critical assessments of particular management techniques. Other features of the journal are the "Memoranda" section for short communications and "Feedback", a correspondence column. Omega is both stimulating reading and an important source for practising managers, specialists in management services, operational research workers and management scientists, management consultants, academics, students and research personnel throughout the world. The material published is of high quality and relevance, written in a manner which makes it accessible to all of this wide-ranging readership. Preference will be given to papers with implications to the practice of management. Submissions of purely theoretical papers are discouraged. The review of material for publication in the journal reflects this aim.
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