Application of multi-criteria optimization method for decision-making in the sphere financial support of the military troops

О. Artiushenko
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Abstract

The article considers the theoretical basis for the use of optimisation methods for managerial decision-making and search for an optimal solution. The article describes the methods of multi-criteria optimisation, which, based on the analysis of the relevant literature, are often used in various spheres of human activity, namely: simple additive weighting (SAW), elimination and choice expressing the reality (ELECTRE), preference ranking organisation method for enrichment evaluation (PROMETHEE), technique for order preference by similarity to ideal solution (TOPSIS), analytical hierarchy process (AHP), and analytical network process (ANP). The key characteristics of the decision-making environment in the field of military financial support are identified, based on the conditions and characteristics of such a decision-making environment, namely: a significant number of criteria to be taken into account, the presence of subjectivity in decision-making and the efficiency of such decisions, TOPSIS was chosen as the main method. In the methodological part of the article, the main characteristics, procedure of use and indicators of this method are considered. For practical application of the method, the article develops a case of decision-making by the military organisation A0001 regarding the optimal use of a limited financial resource out of 4 proposed options. In the article, a list of criteria was compiled, they were grouped, and a matrix was formed. In the final part of the article, a matrix of weighting coefficients for each of the 4 options is formed, its normalisation is carried out and the distance/closeness of the proposals of further solutions to the ideal solution is calculated. Based on the calculations, the author chose the optimal option for the use of financial resources, which, according to the TOPSIS method, had the smallest distance to the ideal solution, i.e., was the closest of the proposed options to the ideal option for the use of financial resources.
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多准则优化方法在军队财政保障领域决策中的应用
本文考虑了运用优化方法进行管理决策和寻找最优解的理论基础。本文在对相关文献分析的基础上,介绍了人类活动中常用的多准则优化方法,即:简单加性加权法(SAW)、表达现实的消除和选择法(ELECTRE)、富集评价的偏好排序组织法(PROMETHEE)、理想解相似性排序优选法(TOPSIS)、层次分析法(AHP)和分析网络法(ANP)。明确了军事财政保障领域决策环境的关键特征,根据军事财政保障领域决策环境的条件和特征,即需要考虑的标准数量较多、决策存在主观性、决策效率高,选择TOPSIS作为主要方法。在本文的方法学部分,论述了该方法的主要特点、使用步骤和指标。对于该方法的实际应用,本文开发了一个军事组织A0001的决策案例,该案例涉及4个拟议选项中有限财务资源的最佳利用。在本文中,编制了一个标准列表,对它们进行了分组,并形成了一个矩阵。在文章的最后一部分,形成了4个选项中每个选项的加权系数矩阵,进行了其归一化,并计算了进一步解决方案与理想解决方案的距离/接近度。在此基础上,笔者选择了最优的财务资源使用方案,根据TOPSIS方法,该方案与理想解的距离最小,即在所有方案中最接近财务资源使用的理想方案。
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