Modern Defense Technology ›› 2026, Vol. 54 ›› Issue (4): 50-59.DOI: 10.3969/j.issn.1009-086x.2026.04.005
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You LI, Jiaxuan YANG, Zhijun JI
Received:2025-06-07
Revised:2025-08-14
Online:2026-08-28
Published:2026-09-01
Contact:
Jiaxuan YANG
通讯作者:
杨家轩
作者简介:李友(2000-),男,山东济南人。硕士生,研究方向为作战效能评估。
CLC Number:
You LI, Jiaxuan YANG, Zhijun JI. Study on Effectiveness Evaluation Method for Kill Chain Closure Under Evidential Reasoning Framework[J]. Modern Defense Technology, 2026, 54(4): 50-59.
李友, 杨家轩, 及志骏. 证据推理框架下的杀伤链闭合效能评估方法研究[J]. 现代防御技术, 2026, 54(4): 50-59.
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URL: https://www.xdfyjs.cn/EN/10.3969/j.issn.1009-086x.2026.04.005
| 序号 | 时间闭合比 | 空间闭合比 | 杀伤概率 |
|---|---|---|---|
| 1 | 0.20 | 0.85 | 0.95 |
| 2 | 0.55 | 0.70 | 0.85 |
| 3 | 0.55 | 0.90 | 0.85 |
| 4 | 0.60 | 0.55 | 0.65 |
| 5 | 0.85 | 0.90 | 0.65 |
Table1 Calculation results of capability indicators
| 序号 | 时间闭合比 | 空间闭合比 | 杀伤概率 |
|---|---|---|---|
| 1 | 0.20 | 0.85 | 0.95 |
| 2 | 0.55 | 0.70 | 0.85 |
| 3 | 0.55 | 0.90 | 0.85 |
| 4 | 0.60 | 0.55 | 0.65 |
| 5 | 0.85 | 0.90 | 0.65 |
| 能力指标 | 等级 | 参考值 |
|---|---|---|
| 时间闭合比 | 高 | (0, 0.25) |
| 中 | (0.25, 0.55) | |
| 低 | (0.55, 0.95) | |
| 空间闭合比 | 高 | (0.75, 0.95) |
| 中 | (0.40, 0.70) | |
| 低 | (0.15, 0.45) | |
| 杀伤概率 | 高 | (0.85, 0.95) |
| 中 | (0.55, 0.75) | |
| 低 | (0.30, 0.50) |
Table 2 Capability indicators and reference values
| 能力指标 | 等级 | 参考值 |
|---|---|---|
| 时间闭合比 | 高 | (0, 0.25) |
| 中 | (0.25, 0.55) | |
| 低 | (0.55, 0.95) | |
| 空间闭合比 | 高 | (0.75, 0.95) |
| 中 | (0.40, 0.70) | |
| 低 | (0.15, 0.45) | |
| 杀伤概率 | 高 | (0.85, 0.95) |
| 中 | (0.55, 0.75) | |
| 低 | (0.30, 0.50) |
| 序号 | 前提条件 | 结论 |
|---|---|---|
| 1 | (C1=H)^(C2=H)^(C3=H) | C{(成功,0.97),(失败0.02),(不确定,0.01)} |
| 2 | (C1=H)^(C2=H)^(C3=M) | C{(成功,0.85),(失败0.10),(不确定,0.05)} |
| 3 | (C1=H)^(C2=H)^(C3=L) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 4 | (C1=H)^(C2=M)^(C3=H) | C{(成功,0.85),(失败0.10),(不确定,0.05)} |
| 5 | (C1=H)^(C2=M)^(C3=M) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 6 | (C1=H)^(C2=M)^(C3=L) | C{(成功,0.45),(失败0.40),(不确定,0.15)} |
| 7 | (C1=H)^(C2=L)^(C3=H) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 8 | (C1=H)^(C2=L)^(C3=M) | C{(成功,0.50),(失败0.35),(不确定,0.15)} |
| 9 | (C1=H)^(C2=L)^(C3=L) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 10 | (C1=M)^(C2=H)^(C3=H) | C{(成功,0.85),(失败0.10),(不确定,0.05)} |
| 11 | (C1=M)^(C2=H)^(C3=M) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 12 | (C1=M)^(C2=H)^(C3=L) | C{(成功,0.45),(失败0.40),(不确定,0.15)} |
| 13 | (C1=M)^(C2=M)^(C3=H) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 14 | (C1=M)^(C2=M)^(C3=M) | C{(成功,0.50),(失败0.35),(不确定,0.15)} |
| 15 | (C1=M)^(C2=M)^(C3=L) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 16 | (C1=M)^(C2=L)^(C3=H) | C{(成功,0.50),(失败0.35),(不确定,0.15)} |
| 17 | (C1=M)^(C2=L)^(C3=M) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 18 | (C1=M)^(C2=L)^(C3=L) | C{(成功,0.15),(失败0.70),(不确定,0.15)} |
| 19 | (C1=L)^(C2=H)^(C3=H) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 20 | (C1=L)^(C2=H)^(C3=M) | C{(成功,0.50),(失败0.35),(不确定,0.15)} |
| 21 | (C1=L)^(C2=H)^(C3=L) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 22 | (C1=L)^(C2=M)^(C3=H) | C{(成功,0.50),(失败0.35),(不确定,0.15)} |
| 23 | (C1=L)^(C2=M)^(C3=M) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 24 | (C1=L)^(C2=M)^(C3=L) | C{(成功,0.15),(失败0.70),(不确定,0.15)} |
| 25 | (C1=L)^(C2=L)^(C3=H) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 26 | (C1=L)^(C2=L)^(C3=M) | C{(成功,0.15),(失败0.70),(不确定,0.15)} |
| 27 | (C1=L)^(C2=L)^(C3=L) | C{(成功,0.05),(失败0.90),(不确定,0.05)} |
Table 3 Belief rule base
| 序号 | 前提条件 | 结论 |
|---|---|---|
| 1 | (C1=H)^(C2=H)^(C3=H) | C{(成功,0.97),(失败0.02),(不确定,0.01)} |
| 2 | (C1=H)^(C2=H)^(C3=M) | C{(成功,0.85),(失败0.10),(不确定,0.05)} |
| 3 | (C1=H)^(C2=H)^(C3=L) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 4 | (C1=H)^(C2=M)^(C3=H) | C{(成功,0.85),(失败0.10),(不确定,0.05)} |
| 5 | (C1=H)^(C2=M)^(C3=M) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 6 | (C1=H)^(C2=M)^(C3=L) | C{(成功,0.45),(失败0.40),(不确定,0.15)} |
| 7 | (C1=H)^(C2=L)^(C3=H) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 8 | (C1=H)^(C2=L)^(C3=M) | C{(成功,0.50),(失败0.35),(不确定,0.15)} |
| 9 | (C1=H)^(C2=L)^(C3=L) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 10 | (C1=M)^(C2=H)^(C3=H) | C{(成功,0.85),(失败0.10),(不确定,0.05)} |
| 11 | (C1=M)^(C2=H)^(C3=M) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 12 | (C1=M)^(C2=H)^(C3=L) | C{(成功,0.45),(失败0.40),(不确定,0.15)} |
| 13 | (C1=M)^(C2=M)^(C3=H) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 14 | (C1=M)^(C2=M)^(C3=M) | C{(成功,0.50),(失败0.35),(不确定,0.15)} |
| 15 | (C1=M)^(C2=M)^(C3=L) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 16 | (C1=M)^(C2=L)^(C3=H) | C{(成功,0.50),(失败0.35),(不确定,0.15)} |
| 17 | (C1=M)^(C2=L)^(C3=M) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 18 | (C1=M)^(C2=L)^(C3=L) | C{(成功,0.15),(失败0.70),(不确定,0.15)} |
| 19 | (C1=L)^(C2=H)^(C3=H) | C{(成功,0.70),(失败0.20),(不确定,0.10)} |
| 20 | (C1=L)^(C2=H)^(C3=M) | C{(成功,0.50),(失败0.35),(不确定,0.15)} |
| 21 | (C1=L)^(C2=H)^(C3=L) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 22 | (C1=L)^(C2=M)^(C3=H) | C{(成功,0.50),(失败0.35),(不确定,0.15)} |
| 23 | (C1=L)^(C2=M)^(C3=M) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 24 | (C1=L)^(C2=M)^(C3=L) | C{(成功,0.15),(失败0.70),(不确定,0.15)} |
| 25 | (C1=L)^(C2=L)^(C3=H) | C{(成功,0.30),(失败0.55),(不确定,0.15)} |
| 26 | (C1=L)^(C2=L)^(C3=M) | C{(成功,0.15),(失败0.70),(不确定,0.15)} |
| 27 | (C1=L)^(C2=L)^(C3=L) | C{(成功,0.05),(失败0.90),(不确定,0.05)} |
| 规则 | 扰动 方式 | 测试链 | 评估 指标 | 原值 | 扰动值 | 信度 变化/% |
|---|---|---|---|---|---|---|
| 1 | 成功-0.1 | 1号 | 成功信度 | 0.683 | 0.639 | 4.4 |
| 14 | 成功+0.1 | 2号 | 不确定度 | 0.424 | 0.423 | 0.1 |
| 14 | 成功-0.1 | 2号 | 不确定度 | 0.424 | 0.425 | 0.1 |
| 27 | 失败+0.1 | 4号 | 失败信度 | 0.373 | 0.380 | 0.7 |
| 27 | 失败-0.1 | 4号 | 失败信度 | 0.373 | 0.364 | 0.9 |
Table 4 Test results of rule perturbation sensitivity
| 规则 | 扰动 方式 | 测试链 | 评估 指标 | 原值 | 扰动值 | 信度 变化/% |
|---|---|---|---|---|---|---|
| 1 | 成功-0.1 | 1号 | 成功信度 | 0.683 | 0.639 | 4.4 |
| 14 | 成功+0.1 | 2号 | 不确定度 | 0.424 | 0.423 | 0.1 |
| 14 | 成功-0.1 | 2号 | 不确定度 | 0.424 | 0.425 | 0.1 |
| 27 | 失败+0.1 | 4号 | 失败信度 | 0.373 | 0.380 | 0.7 |
| 27 | 失败-0.1 | 4号 | 失败信度 | 0.373 | 0.364 | 0.9 |
| 序号 | 成功 | 失败 | 不确定 |
|---|---|---|---|
| 1 | 0.683 3 | 0.026 4 | 0.290 3 |
| 2 | 0.424 7 | 0.151 2 | 0.424 1 |
| 3 | 0.533 2 | 0.098 2 | 0.368 6 |
| 4 | 0.223 0 | 0.373 7 | 0.403 3 |
| 5 | 0.430 4 | 0.306 2 | 0.263 4 |
Table 5 Comprehensive effectiveness evaluation results of kill chains No.1~No.5
| 序号 | 成功 | 失败 | 不确定 |
|---|---|---|---|
| 1 | 0.683 3 | 0.026 4 | 0.290 3 |
| 2 | 0.424 7 | 0.151 2 | 0.424 1 |
| 3 | 0.533 2 | 0.098 2 | 0.368 6 |
| 4 | 0.223 0 | 0.373 7 | 0.403 3 |
| 5 | 0.430 4 | 0.306 2 | 0.263 4 |
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