基于行为分析的指挥员指挥模式分类模型
|
摘要
通过分析特定指挥员在指挥行为实验中的行为表现,构建分析样本数据集,并选取典型指挥员作为参考样本,提出了一种基于K-均值聚类算法的指挥模式分类模型,模型计算简便,便于计算机实现,对于认识和把握特定指挥员特点,并应用于作战和训练实践具有重要意义。
The sample analysis data sets are built through the analysis of specific commands'behavior in command behavior experiment,and typical commanders are selected as reference sample,a command pattern classification is proposed model based on K-means clustering algorithms.The command model calculation is simple,easy for computer implementation,and is of great significance in understanding and mastering specific commanders characteristics,and application to practical operations and training.
The sample analysis data sets are built through the analysis of specific commands'behavior in command behavior experiment,and typical commanders are selected as reference sample,a command pattern classification is proposed model based on K-means clustering algorithms.The command model calculation is simple,easy for computer implementation,and is of great significance in understanding and mastering specific commanders characteristics,and application to practical operations and training.
引文
[1]刘卫国.作战指挥行为学[M].北京:解放军出版社,2011:174-179.LIU Weiguo.Behavior Science of Operation Commanding[M].Beijing:People's Liberation Army Press,2011:174-179.
[2]Katherine van Wormer.Human Behavior and the Social Environment[M].Oxford Nuiversity Press,2007.
[3]朱军芳.网络上集体行为的动力学研究[D].合肥:中国科学技术大学,2010:74-84.ZHU Junfang.Dynamics Analysis of Public Behavior in Network[D].Hefei:University of Science and Technology of China,2010:74-84.
[4]J.M.Watts.Animate:Computer-Simulated Animals in Behavioral Research[J].Journal of Animal Science,1998,76(10):2596-2604.
[5]Katherine van Wormer.Human Behavior and the Social Environment[M].Oxford Nuiversity Press,2007:111-121.
[6]C.Meeirina,G.M.Levchuk,S.Ruan,et al.Normative Framework and Computational Models for Simulating and Assessing Command and Control Process[J].Simulation Modeling Practice and Theory,2006(14):454-479.
[7]马祖礼译.行为学导论[M].天津:南开大学出版社,1990:23-30.MA Zuli.Introduction of Behavior Science[M].Tianjin:Nankai University Press,1990:23-30.
[8]Yandell B S.Practical data analysis for designed experiments[M].Chapman&Hall,1997:166-168.
[9]Daniel H.Wagner,W.Charles Mylander,Tomas J.Sanders.Naval Operations Analysis[M].The U.S.Naval Institute Press,Annapolis,Maryland,1999:203-204.
[10]C.G.Langton.Self-Reproduction in Cellular Automata[D].Physical D,1984,10(2):135-144.
[11]Guo K,Xu C,Yan W C.Stochastic Mathematic Model of the Fighting Personnel and its Application in Effectiveness Evaluation for Small Arm System[C]//Communications and Information Technology,ISCIT2005.IEEE International Symposium,2005:1333-336.
[2]Katherine van Wormer.Human Behavior and the Social Environment[M].Oxford Nuiversity Press,2007.
[3]朱军芳.网络上集体行为的动力学研究[D].合肥:中国科学技术大学,2010:74-84.ZHU Junfang.Dynamics Analysis of Public Behavior in Network[D].Hefei:University of Science and Technology of China,2010:74-84.
[4]J.M.Watts.Animate:Computer-Simulated Animals in Behavioral Research[J].Journal of Animal Science,1998,76(10):2596-2604.
[5]Katherine van Wormer.Human Behavior and the Social Environment[M].Oxford Nuiversity Press,2007:111-121.
[6]C.Meeirina,G.M.Levchuk,S.Ruan,et al.Normative Framework and Computational Models for Simulating and Assessing Command and Control Process[J].Simulation Modeling Practice and Theory,2006(14):454-479.
[7]马祖礼译.行为学导论[M].天津:南开大学出版社,1990:23-30.MA Zuli.Introduction of Behavior Science[M].Tianjin:Nankai University Press,1990:23-30.
[8]Yandell B S.Practical data analysis for designed experiments[M].Chapman&Hall,1997:166-168.
[9]Daniel H.Wagner,W.Charles Mylander,Tomas J.Sanders.Naval Operations Analysis[M].The U.S.Naval Institute Press,Annapolis,Maryland,1999:203-204.
[10]C.G.Langton.Self-Reproduction in Cellular Automata[D].Physical D,1984,10(2):135-144.
[11]Guo K,Xu C,Yan W C.Stochastic Mathematic Model of the Fighting Personnel and its Application in Effectiveness Evaluation for Small Arm System[C]//Communications and Information Technology,ISCIT2005.IEEE International Symposium,2005:1333-336.