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11 October 2023 Research on delivery cost management method of agricultural enterprises supply chain based on heuristic algorithms
Weiliang Chen
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Proceedings Volume 12800, Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023); 1280012 (2023) https://doi.org/10.1117/12.3004048
Event: 6th International Conference on Computer Information Science and Application Technology (CISAT 2023), 2023, Hangzhou, China
Abstract
Reducing logistics costs in the supply chain has been a key concern of major enterprises. Meanwhile, reducing the delivery cost of the supply chain is a key component of supply chain cost management. Therefore, this article mainly focuses on the cost management of agricultural enterprise supply chain delivery and achieves the goal of reducing logistics costs by optimizing the specific process of supply chain delivery. Firstly, a multi-objective mathematical model was established by comprehensively considering multiple objectives such as delivery cost targets and carbon emission targets in the delivery process of agricultural products. Furthermore, the delivery quality of agricultural products during the delivery process was ensured through time window constraints, and corresponding constraint conditions were established based on the actual scenarios during the agricultural product delivery process. On this basis, an Improved Artificial Bee Colony algorithm (IABC), a heuristic algorithm, was designed. And simulation experiments were conducted. The simulation results showed that the algorithm designed in the article can be effectively applied to the cost management problem of agricultural enterprises.
(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.
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Weiliang Chen "Research on delivery cost management method of agricultural enterprises supply chain based on heuristic algorithms", Proc. SPIE 12800, Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023), 1280012 (11 October 2023); https://doi.org/10.1117/12.3004048
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KEYWORDS
Agriculture
Mathematical modeling
Evolutionary algorithms
Network architectures
Algorithm development
Transportation
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