大数据时代酒店供应链资源管理决策改进研究

IF 0.9 Q4 MANAGEMENT
Qing Yuan
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引用次数: 0

摘要

酒店供应链管理是指以酒店为核心对象的物质服务。目前主要的方法是集中式供应链管理,采用整数规划或混合整数规划来建立和解决供应链中酒店之间各种资源的分配管理。本文基于蚁群算法对酒店供应链管理模式进行了研究和优化。研究表明,其收敛路径为A-S4-M3-L3-D1-R1-T。因此,满足供应链需求的最优伙伴组合为S4、M3、L3、D1、R1。实验表明,最大最小蚁群算法可以有效地解决酒店供应链中的合作伙伴选择问题。通过在ACA下运用企业管理技术、信息技术、网络技术和SCM技术,可以实现对整个供应链中的信息流、物流、资金流、商流和价值流的有效规则和控制,实现整个酒店供应链的利益最大化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Improvement of Hotel Supply Chain Resource Management Decision in the Era of Big Data
Hotel supply chain management (SCM) refers to the material service that takes a hotel as the core object. At present, the main method is centralized SCM, which uses integer programming or mixed integer programming to establish and solve the allocation management of various resources among hotels in the supply chain. In this article, based on ant colony algorithm (ACA), the hotel SCM mode is studied and optimized. The research shows that the convergence path is A-S4-M3-L3-D1-R1-T. Therefore, the optimal partner combination meeting the requirements of the supply chain is S4, M3, L3, D1 and R1. The experiment shows that the max-min ACA is effective to solve the problem of partner selection in hotel supply chain. By using enterprise management technology, information technology, network technology and SCM technology under ACA, the effective rules and control of information flow, logistics, capital flow, business flow and value flow in the whole supply chain can be achieved, and the maximum benefit of the whole hotel supply chain can be realized.
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来源期刊
CiteScore
1.90
自引率
43.80%
发文量
59
期刊介绍: The International Journal of Information Systems and Supply Chain Management (IJISSCM) provides a practical and comprehensive forum for exchanging novel research ideas or down-to-earth practices which bridge the latest information technology and supply chain management. IJISSCM encourages submissions on how various information systems improve supply chain management, as well as how the advancement of supply chain management tools affects the information systems growth. The aim of this journal is to bring together the expertise of people who have worked with supply chain management across the world for people in the field of information systems.
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