A risk-return based mathematical model for resource allocation with considering the process resilience and continuity

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2023-10-04 DOI:10.24200/sci.2023.61263.7229
Mahnaz Ebrahimi-Sadrabadi, Bakhtiar Ostadi, Ali Husseinzadeh Kashan, Mohammad Mehdi Sepehri
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Abstract

In recent high-risk and changing world, optimal resource allocation is significant, which in case of inappropriate resource allocation, will cause significant damage to organizations. In resource allocation and where there is a lack of resources, it is imperative to processes continue and the process's resilience and the risks posed by these lack and unsuitable allocations. If resource allocation is not done properly or is done in short supply, there will be consequences, e.g., processes do not continue properly or are not resilient, or they will be increase in the risks of the processes. So, addressing the three mentioned issues such as organizational resilience, business continuity, and risks of the operational processes is of great importance in the problem of resource allocation. Also, the lack of integrated attention to the mentioned issues in the modeling of resource allocation in order to process optimization will lead to a decrease in resources’ utilization. Therefore, in this paper, a novel integrated mathematical model has been developed for resource allocation with considering the process resilience and continuity. Thus, the objective functions of the model are defined according to the four measures of optimal resource allocation such as return, risk, resilience and process continuity.
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考虑过程弹性和连续性的基于风险收益的资源分配数学模型
在当今高风险多变的世界中,资源的优化配置具有重要意义,如果资源配置不当,将对组织造成重大损失。在资源分配和缺乏资源的情况下,必须继续进行进程、进程的弹性以及这些缺乏和不适当分配所带来的风险。如果资源分配不当或供应不足,将会产生后果,例如,过程不能适当地继续或没有弹性,或者将增加过程的风险。因此,解决上述三个问题,如组织弹性、业务连续性和操作流程的风险,在资源分配问题中非常重要。此外,在资源分配建模中缺乏对上述问题的综合关注,以实现流程优化,也会导致资源利用率的下降。因此,本文建立了一种考虑过程弹性和连续性的资源分配综合数学模型。因此,根据收益、风险、弹性和过程连续性四个衡量资源最优配置的指标来定义模型的目标函数。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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