Efficient resource sharing for strategic disaster preparedness

IF 6 2区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Hussein El Hajj, Samir Elhedhli, Fatma Gzara
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引用次数: 0

Abstract

Disasters, such as the COVID-19 pandemic, cause critical supply shortages and require the immediate injection of additional resources. Governments often set aside capacity for use during crises or opt to rely on third parties, such as the private sector. Both options, however, may not be viable, as the former is expensive and the latter is not reliable. To overcome this dilemma, we introduce a strategic disaster preparedness framework in which the government engages private suppliers by investing in a portion of their resources, in return for access when needed. The resources are maintained and used by suppliers in their routine operations unless required for an emergency. We introduce a Stackelberg game-theoretic model that captures the interaction between the government and private suppliers under a limited budget and characterize key structural properties of optimal disaster preparedness plans. These properties lead to single-level reformulations and efficient exact and approximation algorithms under certain conditions. We test the proposed models on a case study based on major disasters affecting Canada. Findings indicate that incorporating resource sharing into emergency preparedness planning leads to more than a 26% increase in social good or more than a 13% decrease in cost compared to traditional preparedness plans. The study underscores the value of the proposed approach for strategic disaster preparedness and provides important insights into public policy.
有效地共享资源以进行战略性备灾
COVID-19大流行等灾害造成严重的供应短缺,需要立即注入额外资源。政府经常在危机期间预留产能,或选择依赖第三方,如私营部门。然而,这两种选择可能都不可行,因为前者昂贵,后者不可靠。为了克服这一困境,我们引入了一个战略备灾框架,在这个框架中,政府通过投资私人供应商的部分资源来吸引他们,以换取在需要的时候进入。除非紧急情况需要,否则这些资源由供应商在日常业务中维护和使用。我们引入了一个Stackelberg博弈论模型,该模型捕捉了有限预算下政府和私人供应商之间的相互作用,并描述了最优备灾计划的关键结构特性。这些性质导致了在某些条件下的单级重构和有效的精确和近似算法。我们以影响加拿大的重大灾害为例,对提出的模型进行了检验。调查结果表明,与传统的应急准备计划相比,将资源共享纳入应急准备计划可使社会福利增加26%以上,成本降低13%以上。这项研究强调了拟议的战略备灾方法的价值,并为公共政策提供了重要的见解。
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来源期刊
European Journal of Operational Research
European Journal of Operational Research 管理科学-运筹学与管理科学
CiteScore
11.90
自引率
9.40%
发文量
786
审稿时长
8.2 months
期刊介绍: The European Journal of Operational Research (EJOR) publishes high quality, original papers that contribute to the methodology of operational research (OR) and to the practice of decision making.
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