Optimization Models and Strategy Approaches Dealing with Economic Crises, Natural Disasters, and Pandemics – An Overview

IF 1.2 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Cybernetics and Information Technologies Pub Date : 2023-11-01 DOI:10.2478/cait-2023-0033
V. Guliashki, L. Kirilov, Alsa B. Nuzi
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Abstract

Abstract The occurrence of large-scale crises is a great challenge for people. In such cases, many levels of public life are affected and recovery takes time and considerable resources. Therefore, approaches and tools for predicting and preventing crises, as well as models and methods for crisis management and crisis overcoming, are necessary. In this review, we present approaches, models, and methods that support decision-making in relation to the prevention and resolution of large-scale crises. We divide crises into three types: natural disasters, pandemics, and economic crises. For each type of crisis situation, the types of applied tasks that are solved and the corresponding models and methods that are used to support decision-makers in overcoming the crises are discussed. Conclusions are drawn on the state of the art in this area and some directions for future work are outlined.
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应对经济危机、自然灾害和大流行病的优化模型和战略方法 - 概述
摘要 大规模危机的发生对人们来说是一个巨大的挑战。在这种情况下,公共生活的许多层面都会受到影响,恢复需要时间和大量资源。因此,预测和预防危机的方法和工具,以及危机管理和危机克服的模型和方法都是必要的。在本综述中,我们介绍了支持预防和解决大规模危机决策的方法、模式和手段。我们将危机分为三类:自然灾害、大流行病和经济危机。针对每种危机情况,我们讨论了所要解决的应用任务类型,以及用于支持决策者克服危机的相应模型和方法。对这一领域的技术现状得出了结论,并概述了未来工作的一些方向。
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来源期刊
Cybernetics and Information Technologies
Cybernetics and Information Technologies COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
3.20
自引率
25.00%
发文量
35
审稿时长
12 weeks
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