网络设计问题综述:主要变体及解决方法

IF 1.9 4区 工程技术 Q3 ENGINEERING, INDUSTRIAL European Journal of Industrial Engineering Pub Date : 2023-01-01 DOI:10.1504/ejie.2023.129443
Imen Mejri, Safa Bhar Layeb, Farah Zeghal
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引用次数: 1

摘要

在过去的几十年里,网络设计问题(ndp)一直是研究最多的组合优化问题之一,仍然引起了实践者和研究人员的兴趣。事实上,ndp带来了重大的算法挑战,因为它们是出了名的np困难,并且出现在几个应用中,主要是在物流、电信和生产系统中。基于1962年至2021年间发表的文献,本文对ndp进行了全面分类,并确定了研究最多的变体及其主要应用领域。这种分类法突出了这类核心运筹学问题的多样性和优点。此外,还报道了主要的数学公式和求解方法。最后,对ndp的未来研究方向进行了展望。[提交:2021年3月14日;录用日期:2022年1月23日]
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A survey on network design problems: main variants and resolution approaches
Over the last decades, network design problems (NDPs) have been one of the most investigated combinatorial optimisation problems that are still catching the interest of both practitioners and researchers. In fact, NDPs pose significant algorithmic challenges, as they are notoriously NP-hard, and arise in several applications, mainly in logistics, telecommunication, and production systems. Based on the literature published mainly between 1962 and 2021, this paper provides a comprehensive taxonomy of NDPs and also identifies the most investigated variants as well as their main fields of application. This taxonomy highlights the diversity as well as the assets of this core class of operations research problems. Moreover, the main mathematical formulations and solution methods are reported. Finally, directions for future research on NDPs are derived. [Submitted: 14 March 2021; Accepted: 23 January 2022]
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来源期刊
European Journal of Industrial Engineering
European Journal of Industrial Engineering 工程技术-工程:工业
CiteScore
2.60
自引率
20.00%
发文量
55
审稿时长
6 months
期刊介绍: EJIE is an international journal aimed at disseminating the latest developments in all areas of industrial engineering, including information and service industries, ergonomics and safety, quality management as well as business and strategy, and at bridging the gap between theory and practice.
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