基于存储理论和非线性离散优化的企业存储生态系统研究

Zixin Lu, Jiaqi Zhu, Y. Gui
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引用次数: 0

摘要

仓储和转运策略是企业经营的重要组成部分。本文研究了最优仓储转运策略问题。以武汉沃尔玛为例,建立(s, s)随机存储策略模型、马尔可夫链模型和非线性离散规划模型,以使各分店每周期的利润最大化,进而使公司每周期的总利润最大化。其中,随机存储策略模型为每个分店建立了一个库存安全区域,即在不花费过多存储成本的情况下满足消费者的需求。利用马尔可夫链模型求出各网点损失销售机会的概率。非线性离散规划模型考虑了分支机构之间的横向转移,进一步最大化了公司的整体利润预期。通过以上三种模型,可以为各分公司制定库存策略、评估风险、提供建议,形成完整的仓储生态系统,为公司运营提供建设性建议。
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Research of Enterprise Storage Ecosystem Based on Storage Theory and Nonlinear Discrete Optimization
Warehousing and transferring strategies are an important part of business operations. The issue of optimal warehousing and transferring strategy is studied in this paper. Wal-Mart in Wuhan serves as an example to establish a (s, S) random storage strategy model, a Markov chain model, and a nonlinear discrete programming model, aiming at maximizing the profit per cycle of every branch and further maximizing the company’s total profit per cycle. Among them, the random storage strategy model establishes a security zone of inventory for every branch, that is, it can meet consumers’ demand without spending too much storage costs. The Markov chain model is used to get the probability of losing sales opportunities in every branch. The nonlinear discrete programming model takes into account the horizontal transferring among branches, which further maximizes the company’s overall profit expectations. The three models above can be used to formulate inventory strategies, assess risks, and provide advice for every branch in order to form a complete storage ecosystem and provide constructive suggestions for the company’s operations.
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来源期刊
自引率
10.00%
发文量
33
期刊介绍: Applied Mathematics promotes the integration of mathematics with other scientific disciplines, expanding its fields of study and promoting the development of relevant interdisciplinary subjects. The journal mainly publishes original research papers that apply mathematical concepts, theories and methods to other subjects such as physics, chemistry, biology, information science, energy, environmental science, economics, and finance. In addition, it also reports the latest developments and trends in which mathematics interacts with other disciplines. Readers include professors and students, professionals in applied mathematics, and engineers at research institutes and in industry. Applied Mathematics - A Journal of Chinese Universities has been an English-language quarterly since 1993. The English edition, abbreviated as Series B, has different contents than this Chinese edition, Series A.
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