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Defining order picking policy: A storage assignment model and a simulated annealing solution in AS/RS systems

机译:定义订单拣选策略:AS / RS系统中的存储分配模型和模拟退火解决方案

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摘要

Improving technology, variable customer demands, variety of products and increasing improvement of production systems has brought storage facilities, which has an important role on business operations, to a critical point. This circumstance has revealed the necessity on activating of storage systems and operations. In this study, mathematical model, which minimizes simultaneously storage allocation, storage retrieval and storage keeping costs, is generated for an AS/RS system of an enterprise. The mathematical model has run for small solution space and optimal solution is obtained. The problem in this study is an NP hard problem that is why optimal solution cannot be obtained for large solution spaces. So the problem in existing system is solved by using simulated annealing and an optimal order policy is proposed.
机译:不断发展的技术,不断变化的客户需求,多样化的产品以及不断完善的生产系统使存储设施(在业务运营中发挥着重要作用)达到了临界点。这种情况表明了激活存储系统和操作的必要性。在这项研究中,为企业的AS / RS系统生成了同时最小化存储分配,存储检索和存储保存成本的数学模型。该数学模型在较小的求解空间内运行,并且获得了最佳求解。本研究中的问题是NP难题,这就是为什么无法为大解空间获得最佳解的原因。因此,通过模拟退火解决了现有系统中存在的问题,并提出了一种最优的订货策略。

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