Optimising Assault Boat Selection for Military Operations: An Application of the DIBR II-BM-CoCoSo MCDM Model

Duško Tešić, Darko Božanić, Marko Radovanović, Aleksandar Petrovski
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引用次数: 1

Abstract

In the pivotal task of selecting an assault boat conducive for military operations, especially amidst the challenges posed by water obstacles, the utilisation of Multi-Criteria Decision-Making (MCDM) methods surfaces as vital. In this investigation, a meticulous application of the DIBR II (Defining Interrelationships Between Ranked criteria II) - BM (Bonfferoni Mean) – CoCoSo (COmbined COmpromise SOlution) multi-criteria decision-making model is performed. Initially, the weight coefficients of the criteria were determined via the DIBR II method, with expert opinions being cohesively aggregated using BM operators. Subsequently, the CoCoSo method was employed to discern the optimal alternative among various assault boats. A comprehensive analysis, entailing the examination of the sensitivity of the output results to alterations in the weight coefficients of the criteria, was conducted post-final ranking of alternatives. Noteworthy is the finding that negligible deviations in defining the weight coefficients by experts do not impose a significant impact on the ultimate selection of the optimal alternative. Furthermore, a comparative analysis alongside other MCDM methods corroborated not only the efficacy but also the superiority of the implemented model. The insights derived underscore the practical applicability, stability, and accuracy of the proposed model in choosing assault boats for military operations. This exploration fortifies the decision-making process in military contexts related to overcoming water obstacles and portends potential applicability in domains necessitating intricate multi-criteria decision-making.
军事行动突击艇选择优化:DIBR II-BM-CoCoSo MCDM模型的应用
在选择有利于军事行动的攻击艇的关键任务中,特别是在水障碍带来的挑战中,多标准决策(MCDM)方法的利用显得至关重要。在本研究中,对DIBR II(定义排名标准之间的相互关系II) - BM (Bonfferoni Mean) - CoCoSo (COmbined COmpromise SOlution)多标准决策模型进行了细致的应用。最初,通过DIBR II方法确定标准的权重系数,并使用BM算子对专家意见进行内聚。随后,采用CoCoSo方法在各种攻击艇中识别最优方案。在对备选方案进行最后排序后进行了全面分析,包括审查产出结果对标准权重系数变化的敏感性。值得注意的是,专家在定义权重系数时可以忽略不计的偏差不会对最优方案的最终选择产生重大影响。此外,与其他MCDM方法的比较分析不仅证实了所实施模型的有效性,而且证实了其优越性。所得的见解强调了在军事行动中选择攻击艇的实际适用性、稳定性和准确性。这一探索加强了与克服水障碍相关的军事背景下的决策过程,并预示了在需要复杂多准则决策的领域的潜在适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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