尼日利亚制造企业的马尔可夫链与库存管理

T. Ajibade, J. Odunayo, A. K. Osunusi, T. A. Aguguom
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引用次数: 0

摘要

在解决库存相关问题方面,无法适应和接受新技术的部署一直是尼日利亚制造公司面临的一些挑战。一些研究表明,马尔可夫链的使用能够改善库存管理,然而,马尔可夫链在提高制造企业库存管理方面的能力和有效性尚不清楚。本研究回顾了马尔可夫链与制造企业库存管理的相关研究。本研究采用探索性研究设计,利用期刊、期刊及相关文献资料,回顾前人的相关研究。本研究通过回顾观察到马尔可夫链具有改善制造企业库存管理的能力。研究还建议制造企业管理人员通过采用定量和科学辅助的库存管理系统决策模型,如线性规划、随机规划、混合整数规划、遗传算法和马尔可夫链决策过程,改善库存管理和制造业务。
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Markov Chain and Inventory Management of Manufacturing Companies in Nigeria
The inability to adapt and accept the deployment of new technologies in solving inventory-related problems have been some of the challenges manufacturing companies face in Nigeria. Some studies have suggested that the use of the Markov chain is capable of improving inventory management, however, the capabilities and effectiveness of the Markov chain in enhancing inventory management in manufacturing companies remain quite unclear. This study reviewed the Markov chain and inventory management of manufacturing companies as used in prior studies. The study adopted an exploratory research design in reviewing prior studies using relevant materials from journals, periodicals and relevant documented materials. The study through the review observed that the Markov chain has the ability to improve inventory management in manufacturing companies. The study also recommended that managers in manufacturing companies should improve their inventory management and manufacturing operations by adopting quantitative and scientifically aided decision-making modelling for their inventory management systems, such as linear programming, stochastic programming, mixed integer programming, genetic algorithms and the Markov chain decision-making processes.
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