Modern Defense Technology ›› 2024, Vol. 52 ›› Issue (4): 89-100.DOI: 10.3969/j.issn.1009-086x.2024.04.009
• COMMAND CONTROL AND COMMUNICATION • Previous Articles Next Articles
Received:
2023-03-23
Revised:
2023-05-15
Online:
2024-08-28
Published:
2024-08-26
作者简介:
朱学耕(1991-),男,河南驻马店人。讲师,硕士,研究方向为模糊决策。
基金资助:
CLC Number:
Xuegeng ZHU, Jialu LIU. A Review of Research on Multiple Attribute Decision-Making Methods in Target Threat Assessment[J]. Modern Defense Technology, 2024, 52(4): 89-100.
朱学耕, 刘家路. 多属性决策方法在目标威胁评估中的研究综述[J]. 现代防御技术, 2024, 52(4): 89-100.
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URL: https://www.xdfyjs.cn/EN/10.3969/j.issn.1009-086x.2024.04.009
内容区分 | 现状总结 | 存在问题 | 发展展望 | |
---|---|---|---|---|
威胁评估 指标选择 | 指标选择原则 指标选择方法 | 定性方法带有专家偏好 定量方法理论依据充分 多种方法组合更加合理 | 主客观因素影响平衡不足 组合方法平衡主客观因素影响能力有限 | 以客观数据为主,引入专家判断 充分考虑数据的完整性和关联性 优化多种方法组合 |
威胁评估 指标描述 | 定性指标评估语言 定量指标评估语言 评估语言转换 | 标度法、模糊性语言、精确数、区间数、三角模糊数、直觉模糊数、Vague集等在威胁评估指标描述的应用 不同描述语言之间的转换 | 评估语言包含数据信息仍然不够丰富 | 积极向包含指标信息更加丰富的模糊数拓展 实现向其转换的方法 |
威胁评估指 标权重确定 | 单一权重确定方法 组合权重确定方法 | 专家打分法、层次分析法、熵权法、变异系数法等以及模糊理论在单一权重中的应用; 线性加权、积和法在组合权重中的应用 | 单一权重具有片面性 线性组合中主客观分布参数的确定方法未统一 | 以组合权重确定方法为主,优化线性组合中主客观参数的确定方法,在依据数学理论的基础上,引入专家偏好信息 |
目标威胁 排序方法 | 基于单理论威胁排序方法 基于多种理论威胁排序方法 | TOPSIS、VIKOR、灰色关联法、前景理论、变权理论、三支决策理论以及多种理论的组合应用 | 单理论易遗漏数据信息,多理论结合更加合理 | 以多种理论相结合为研究重点,将评估结果积极向三支拓展,实现威胁排序与威胁分类相结合 |
Table 1 Application analysis of multi-attribute decision-making method in target threat assessment
内容区分 | 现状总结 | 存在问题 | 发展展望 | |
---|---|---|---|---|
威胁评估 指标选择 | 指标选择原则 指标选择方法 | 定性方法带有专家偏好 定量方法理论依据充分 多种方法组合更加合理 | 主客观因素影响平衡不足 组合方法平衡主客观因素影响能力有限 | 以客观数据为主,引入专家判断 充分考虑数据的完整性和关联性 优化多种方法组合 |
威胁评估 指标描述 | 定性指标评估语言 定量指标评估语言 评估语言转换 | 标度法、模糊性语言、精确数、区间数、三角模糊数、直觉模糊数、Vague集等在威胁评估指标描述的应用 不同描述语言之间的转换 | 评估语言包含数据信息仍然不够丰富 | 积极向包含指标信息更加丰富的模糊数拓展 实现向其转换的方法 |
威胁评估指 标权重确定 | 单一权重确定方法 组合权重确定方法 | 专家打分法、层次分析法、熵权法、变异系数法等以及模糊理论在单一权重中的应用; 线性加权、积和法在组合权重中的应用 | 单一权重具有片面性 线性组合中主客观分布参数的确定方法未统一 | 以组合权重确定方法为主,优化线性组合中主客观参数的确定方法,在依据数学理论的基础上,引入专家偏好信息 |
目标威胁 排序方法 | 基于单理论威胁排序方法 基于多种理论威胁排序方法 | TOPSIS、VIKOR、灰色关联法、前景理论、变权理论、三支决策理论以及多种理论的组合应用 | 单理论易遗漏数据信息,多理论结合更加合理 | 以多种理论相结合为研究重点,将评估结果积极向三支拓展,实现威胁排序与威胁分类相结合 |
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