[1]LEI Ting,ZHU Cheng,ZHANG Weiming.Bayes network based critical action selecting method in target striking process[J].CAAI Transactions on Intelligent Systems,2014,9(3):349-354.[doi:10.3969/j.issn.1673-4785.201310014]
Copy
Bayes network based critical action selecting method in target striking process
CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume:
9
Number of periods:
2014 3
Page number:
349-354
Column:
学术论文—智能系统
Public date:
2014-06-25
- Title:
- Bayes network based critical action selecting method in target striking process
- Keywords:
- target SoS; target selecting; object-oriented Bayesian network; critical action set; target recorrelation
- CLC:
- TP18
- DOI:
- 10.3969/j.issn.1673-4785.201310014
- Abstract:
- This article deals with selecting critical actions for destroying the targets having correlation. Firstly, the structure of the target system of system (TSoS) and the typical influence among targets are analyzed, and the target SoS striking effect analysis model is constructed by the object-oriented Bayesian network (OOBN), and the conditional probability of reaction relations between targets is calculated by the similarities between targets attributes. Secondly, a heuristic based on deep-first-search is proposed for critical action selection. Finally, an example of typical air defense TSoS is given for analyzing and validating the model, and the result shows that the proposed model and the method can provide assurance for critical action selecting decision making under the conditions of complex relations among targets.
- References:
-
[1] ZHOU Y, ZHU C, LEI T, et al. A COG analysis model of system-of-systems (SoS) based on multi-entity Bayesian networks[C]//The 13th International Conference on Artificial Intelligence. Las Vegas, Nevada, USA, 2011.
[2] FALZON L. Using Bayesian network analysis to support centre of gravity analysis in military planning[J]. European Journal of Operational Research, 2006, 170:629-643.
[3] KUTER U, NAU D, GOSSINK D, et al. Lemmer. Interactive course-of-action planning using causal models[C]//Proceedings of the Third International Conference on Knowledge Systems for Coalition Operations. Pensacola, USA, 2004:1-12.
[4] POUSI J. Decision analytical approach to effects-based operations[D]. Helsinki, Finland:Helsinki University of Technology, 2009:35-63.
[5] 秦前付, 曹存根, 徐洸. 基于图论的计划军事效果评估[J]. 计算机科学, 2005, 32(7):148-151.QIN Qianfu, CAO Cungen, XU Guang. Evaluating military effect of air operational plan based on network theory[J].Computer Science, 2005, 32(7):148-151.
[6] 李新其, 向爱红, 李红霞.系统目标毁伤效果评估问题研究[J].兵工学报, 2008, 29(1):57-62.LI Xinqi, XIANG Aihong, LI Hongxia. Calculation and assessment on damage effect of system target[J]. Acta Armamentarii, 2008, 29(1):57-61.
[7] 袁震宇, 谢春思, 张宇, 等. 基于故障树的系统目标打击决策模型研究[J]. 舰船电子工程, 2010, 30(7):52-55.YUAN Zhengyu XIE Chunsi, ZHANG Yu, et al. Model study of system-target attacking decision based on fault tree[J]. Ship Electronic Engineering, 2010, 30(7):52-55.
[8] KOLLER D, PFEFFER A.Object-oriented Bayesian networks[C]//Proceedings of the Thirteenth Annual Conference on Uncertainty in Artificial Intelligence. Providence, Rhode Island, USA, 1997:302-313.
[9] 蒋国萍, 陈英武. 基于面向对象贝叶斯网络的软件项目风险评估[J]. 系统工程与电子技术, 2005, 27(2):353-356.JIANG Guoping, CHEN Yingwu. Software project risk evaluation method based on object-oriented Bayesian network[J].Systems Engineering and Electronics, 2005, 27(2):353-356.
[10] 黄友平. 贝叶斯网络研究[D].北京:中国科学院研究生院, 2005:20-21.HUANG Youping.Research on Bayesian Network[D]. Beijing:University of Chinese Academy of Sciences, 2005:20-21.
[11] BANGS O, WUILLEMIN P H. Top-down construction and repetitive structures representation in Bayesian networks[C]//Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference. Orlando, Florida, USA, 2000:282-286.
[12] University of Pittsburgh Decision Systems Laboratory. Graphical Network Interface (GeNIe2.0).Available:http://genie.sis.pitt.edu/.
- Similar References:
Memo
-
Last Update:
1900-01-01