Acta Armamentarii

Sponsored by: China Association for Science and Technology (CAST)

Editor-In-Chief: Xu Yida

ISSN 1000-1093

Hosted By: China Ordnance Society

Published By: Acta Armamentarii

CN 11-2176/TJ

Acta Armamentarii, a Chinese monthly journal, was first published in 1979. The journal is supervised by China Association for Science and Technology, sponsored by China Ordnance Society，and edited and published by Editorial Board of Acta Armamentarii. The Journal is included in all important domestic databases，and also collected by Engineering Index (EI, USA), Chemical Abstracts (CA, USA), Science Abstracts (SA, UK）, Abstract Journal (AJ, Russia), and Current Bibliography on Science and Technology(CBST).Acta Armamentarii has been selected into the journal Of Ordnance Science and Technology (Weapons Industry) Field Of High Quality Scientific and Technological Periodical Classification Catalogue (2022 edition), ranking T1, and the journal of Automotive Engineering Field of High Quality Scientific and technological Periodical classification Catalogue, ranking T2.

Figure/Table detail

Dynamic Prediction Model Based on Multi-level LSTM Network for Multi-agent Attack and Defense Effectiveness

DINGWei;MINGZhenjun;WANGGuoxin;YANYan

Acta Armamentarii, 2023, 44(1): 176-192. DOI: 10.12382/bgxb.2022.0192

评价指标	参数		平均值	最小值	最大值	标准差	中位数	下分位点	上分位点
		任务完成度	0.3357	0.2958	0.3565	0.0297	0.3199	0.3088	0.3476
	红方	作战效率	0.0239	0.0122	0.0439	0.0098	0.0248	0.0215	0.0339
MAE		作战成本	0.0404	0.0234	0.0620	0.0147	0.0433	0.0301	0.0567
		任务完成度	0.3244	0.2771	0.3360	0.0245	0.3058	0.2983	0.3185
	蓝方	作战效率	0.0244	0.0150	0.0407	0.0124	0.0262	0.0239	0.0381
		作战成本	0.0301	0.0196	0.0346	0.0130	0.0269	0.0254	0.0324
		任务完成度	0.2178	0.0956	0.4497	0.0226	0.2600	0.1604	0.3493
	红方	作战效率	0.0035	0.0012	0.0061	0.0099	0.0038	0.0030	0.0049
MSE		作战成本	0.0331	0.0199	0.0566	0.0123	0.0319	0.0284	0.0410
		任务完成度	0.1945	0.1040	0.3602	0.0231	0.2760	0.2083	0.3018
	蓝方	作战效率	0.0049	0.0024	0.0067	0.0124	0.0055	0.0028	0.0054
		作战成本	0.0189	0.0112	0.0283	0.0127	0.0188	0.0154	0.0223
		任务完成度	0.9377	0.9310	0.9555	0.0117	0.9254	0.9210	0.9252
	红方	作战效率	0.9788	0.9760	0.9966	0.0087	0.9911	0.9810	0.9944
R		作战成本	0.9571	0.9362	0.9765	0.0096	0.9620	0.9519	0.9592
		任务完成度	0.9369	0.9473	0.9731	0.0093	0.9533	0.9523	0.9499
	蓝方	作战效率	0.9925	0.9862	0.9987	0.0079	0.9934	0.9918	0.9956
		作战成本	0.9648	0.9390	0.9888	0.0091	0.9651	0.9554	0.9733

Table 10 Comparison of the prediction results of 40 testing sets

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