A prototype decision support system for strategic planning under uncertainty

Nikitas-Spiros Koutsoukis, Belen Dominguez-Ballesteros, C. Lucas, G. Mitra
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引用次数: 44

Abstract

Strategic planning of the supply chain is an important decision problem determining the long‐term survival and prosperity of companies in the manufacturing, retail, and other industrial sectors. In general such companies rely on their information systems to acquire the essential data that are used in their planning models. The interaction of information systems and decision modelling, and the progressive transformation of data, into information, and knowledge is a key process underlying any decision support system (DSS) for strategic, tactical or operational planning. In this paper we consider a DSS for supply chain planning (SCP) decisions. The SCP system has an embedded decision engine that uses a two‐stage stochastic program as a paradigm for optimisation under uncertainty. The system has been used for decision making in diverse domains, including automotive manufacturing and consumer products.
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不确定条件下战略规划决策支持系统原型
供应链的战略规划是一个重要的决策问题,决定了制造业、零售业和其他工业部门公司的长期生存和繁荣。一般来说,这些公司依靠它们的信息系统来获取在它们的规划模型中使用的基本数据。信息系统和决策建模的相互作用,以及将数据逐步转化为信息和知识,是任何决策支持系统(DSS)用于战略、战术或操作计划的关键过程。本文研究了供应链规划决策的决策支持系统。SCP系统具有嵌入式决策引擎,该引擎使用两阶段随机程序作为不确定性下优化的范例。该系统已被用于多个领域的决策,包括汽车制造和消费品。
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来源期刊
CiteScore
11.20
自引率
10.40%
发文量
34
期刊介绍: IJPDLM seeks strategically focused, theoretically grounded, empirical and conceptual, quantitative and qualitative, rigorous and relevant, original research studies in logistics, physical distribution and supply chain management operations and associated strategic issues. Quantitatively oriented mathematical and modelling research papers are not suitable for IJPDLM. Desired topics include, but are not limited to: Customer service strategy Omni-channel and multi-channel distribution innovations Order processing and inventory management Implementation of supply chain processes Information and communication technology Sourcing and procurement Risk management and security Personnel recruitment and training Sustainability and environmental Collaboration and integration Global supply chain management and network complexity Information and knowledge management Legal, financial and public policy Retailing, channels and business-to-business management Organizational and human resource development Logistics and SCM education.
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