基于大规模服务区过程数学描述的具有转移交易函数的网络零售管理合理化

IF 0.6 Q2 Social Sciences
Vitalii Kelman, Attila Ponevac, O. Korolovych
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引用次数: 1

摘要

作者强调了在与服务消费者密切接触的网络零售领域进行的交易总额管理中合理化的高度优先性。对于具有移位交易功能的网络零售对象,无论是对系统结构还是对大众交易服务领域的基本流程,都要实现直接和永久的影响。这种影响侧重于研究请求流、系统的服务输入和输出,以及等待时间的长度和队列的长度。这种零售网络的成功发展取决于与服务消费者密切接触的承包商所执行的操作的灵活性。设想在具有营业额(灵活性)功能的网络零售管理合理化中考虑特殊性。后者通过运行的流程为服务消费者定义服务交付系统的结构,其中客户对服务的需求在收入链中定义,即使客户服务流的强度不是恒定的。本研究的目的是在大众服务领域内所有过程的数学描述和重复“播放”的基础上,呈现具有转移交易功能的网络零售管理合理化的信息领域。基于公共服务区域内所有流程的数学描述和重复播放,利用概率论和数理统计的方法,以及AnyLogic cloud环境下的云计算来表示网络零售管理合理化的信息区域。研究结果提出了基于大规模服务区概念的网络对象群合理化网络零售管理的新可能性,并考虑到存在一个无限队列的n通道大规模服务系统,其中请求流强度为λ,服务流强度为μ。该研究以沃尔玛-萨尔瓦多中心为例,该中心联合了该公司的90家超市。所有的沃尔玛中心都只结合了相同的超市类型,支持单个图表(半年一次)内的交易转换功能。类似的沃尔玛中心在墨西哥、英国、巴西、中国、加拿大、南非、智利、日本、哥斯达黎加、危地马拉、阿根廷、洪都拉斯、尼加拉瓜、萨尔瓦多和乌克兰都有发展。同时,所有网络节点都包含应用多渠道服务系统的对象,最常见的是网络零售,具有无限队列和添加新服务节点的选项。由于服务设备繁忙,沃尔玛-萨尔瓦多中心的客户拒绝率相当高(估计从19%到25%不等)。因此,沃尔玛每年损失的利润高达2550万美元左右。将沃尔玛-萨尔瓦多枢纽对象的网络零售管理合理化,将其分解为8组,根据共同的输入参数进行统一,后者为服务设备的最优数量提供解决方案,并计算其所需的储备和径流,以及服务通道中输入和输出流的一致性和大规模服务系统的稳定性所带来的高效生产力。同时,对大众服务领域的基本流程进行了费率固定,实现了对管理合理化问题的编程。通过这种方式,保证了大规模服务系统的可持续性,而应用程序在大规模服务系统中停留的平均时间至关重要。特别是,实施这样的标准可以避免由于等待服务和非生产性服务而造成的损失。其他相关因素包括:相关的时间、概率或其他值(为产生该指标的目标值而进行的大规模服务区特征的转换操作所必需的)。在大众服务领域实施过程的数学描述的观点是,它将大大简化轮班交易设施零售管理合理化的过程,而不考虑数量和质量产品范围变化的频率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rationalization of network retail management with a shift trading function based on the mathematical description of processes in the mass service area
The authors highlight the high priority of rationalization in the management of the totality of transactions carried out in the sphere of network retail, in close contact with the service consumer. For network retail objects with a shift trading function, it is important to implement a direct and permanent impact, both on the system structure and on the basic processes in the area of mass trade services. This impact focuses on studying the flow of requests, service inputs and outputs of the system, as well as the length of waiting times, and the length of queues. The success of development in such retail networks depends on the flexibility of the operations performed by the contractor in close contact with the service consumer. It is envisaged to consider peculiarities in the rationalization of network retail management with trade turnover (flexibility) functions. The latter define the structure of the service delivery system for service consumers with processes running, in which client demands for services, as defined in the income chain, even though the intensity of the customer service flow is not constant. The purpose of the research is to present the informative field for rationalization in network retail management with the function of shifting trade, based on the mathematical description and repeated «playing» of all processes within the area of mass service. To represent the informative area for rationalization in network retail management with a shift trading function based on a mathematical description and repeated play of all processes within the public service area, Methods of probability theory and mathematical statistics have been used, as well as cloud computing in AnyLogic Claud environment, AnyLogic service. The results of the study was the presentation of new possibilities for rationalizing network retail management by groups of network objects based on the concept of a mass service area, and in view of the fact that there is an n-channel system of mass service with an unlimited queue, where the request flow has the intensity λ, and the service flow is the intensity μ. The study was implemented with the example of one of the hubs Walmart-Salvador, uniting 90 supermarkets of the company. All Walmart hubs combine only the same supermarket type, supporting the trade changeover function within a single graph (half-yearly). Similar Walmart hubs are developed in Mexico, Great Britain, Brazil, China, Canada, South Africa, Chile, Japan, Costa Rica, Guatemala, Argentina, Honduras, Nicaragua, El Salvador, and Ukraine. At the same time, all network nodes contain objects that apply multi-channel service systems, most common in the network retail with an unlimited queue and an option to add a new service node. It is the Walmart-Salvador hub that has a fairly high percentage of customers’ refusals due to the busy service devices (this estimate ranging from 19% to 25%). As a result, Walmart’s lost annual profit reaches up to USD 25.5 million approximately. The rationalization in the management of the network retail for the Walmart-Salvador hub objects is implemented with a breakdown into 8 groups, united according to common input parameters, the latter providing a solution for the optimal number of service devices, and their required reserve and runoff are calculated, as well as efficient productivity resulting from the consistency of the input and output flows in the service channel and the stability in the mass service system. At the same time, programming for solving the problem of the management rationalization is realized using rate fixing for the basic processes in the area of mass service. In this way, mass service system sustainability is ensured, with the average timing for the application staying in the mass service system being crucial. In particular, implementing such a standard could allow avoiding losses caused by waiting for servicing and unproductive ones. Among other relevant factors are: associated timing, probability or other values (necessary for transformation operations in the characteristics of the mass service area, performed for generating target values of this indicator). Perspectives of implementing the mathematical description of the processes in a mass-service area are in the fact that it will provide for significantly simplification in the processes of rationalizing the retail management in shift-trading facilities, regardless of the frequency of quantity and quality product range changes.
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来源期刊
Economic Annals-XXI
Economic Annals-XXI ECONOMICS-
CiteScore
1.50
自引率
0.00%
发文量
0
期刊介绍: The Economic Annals-XXI Journal – recognized in Ukraine and abroad scientific-analytic edition. Scientific articles of leading Ukrainian and other foreign scientists, postgraduate students and doctorates, deputies of Ukraine, heads of state and local authorities, materials of scientific conferences and seminars; reviews on scientific monographs, etc. are regularly published in this Journal.
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