Selection of Combat Aircraft by Using Shannon Entropy and VIKOR Method

Pub Date : 2023-07-11 DOI:10.14429/dsj.73.17996
P. Dwivedi, Dilip Kumar Sharma
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Abstract

The selection of military defense equipment, especially fighter aircraft, has a bearing on the readiness ofthe Indian Air Force to defend the country’s independence. This study analyses a collection of alternative fighteraircraft that are linked to several choice factors using a multiple-criterion decision-making analysis technique. Tohandle such scenarios and make wise design judgements, a variety of criterion decision analysis techniques can beused. In this study, we assess fifth-generation fighter aircraft that incorporate significant 21st-century technologicaladvancements. These aircraft represent the state-of-the-art in fleet planning operations to 2022. These are generallyequipped with quick-moving airframes, highly integrated computer systems, superior avionics features, networkingwith other battlefield elements, situational awareness, command, control, and other communication capabilities.The study proposes a strategy for the selection of the fifth-generation combat aircraft for the National Air Force.Because of the problems, the Army needed an application that could assist with decision-making for combat selection systems. Solving the decision problem for evaluating fifteen military fighter alternatives in terms of nine decision criteria is the main objective of this work. We use the Shannon entropy and VIKOR model for the Air Force’s fleet program to evaluate military fighter aircraft suitability. The entropy technique is used to compute the weight of the criteria, and then the VIKOR technique has been used to rank the fighter aircraft.
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利用香农熵和 VIKOR 方法选择作战飞机
军事防御装备的选择,尤其是战斗机的选择,关系到印度空军是否做好了保卫国家独立的准备。本研究采用多重标准决策分析技术,分析了一系列与多个选择因素相关的备选战斗机。为了处理此类情况并做出明智的设计判断,可以使用多种标准决策分析技术。在本研究中,我们对融合了 21 世纪重大技术进步的第五代战斗机进行了评估。这些飞机代表了到 2022 年机队规划行动的最先进水平。这些飞机一般都配备了快速移动的机身、高度集成的计算机系统、卓越的航空电子设备功能、与其他战场要素的联网、态势感知、指挥、控制和其他通信能力。由于存在这些问题,陆军需要一个能协助战斗选择系统决策的应用程序。解决根据九项决策标准对十五种军用战斗机备选方案进行评估的决策问题是这项工作的主要目标。我们将香农熵和 VIKOR 模型用于空军的机队计划,以评估军用战斗机的适用性。熵技术用于计算标准的权重,然后使用 VIKOR 技术对战斗机进行排序。
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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