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Hybrid optimization of dynamic deployment for networked fire control system
  • ISSN号:1004-4132
  • 期刊名称:Journal of Systems Engineering and Electronics
  • 时间:2013.12.15
  • 页码:954-961
  • 分类:TP3[自动化与计算机技术—计算机科学与技术] TN915[电子电信—通信与信息系统;电子电信—信息与通信工程]
  • 作者机构:[1]School of Automation, Beijing Institute of Technology, Beijing 100081, China, [2]Key Laboratory of Complex System Intelligent Control and Decision, Ministry of Education, Beijing 100081, China
  • 相关基金:supported by the National Outstanding Youth Science Foundation (60925011); the National Natural Science Foundation of China (61203181)
  • 相关项目:动态环境下网络化火控系统的优化与决策研究
中文摘要:

With applying the information technology to the military field,the advantages and importance of the networked combat are more and more obvious.In order to make full use of limited battlefield resources and maximally destroy enemy targets from arbitrary angle in a limited time,the research on firepower nodes dynamic deployment becomes a key problem of command and control.Considering a variety of tactical indexes and actual constraints in air defense,a mathematical model is formulated to minimize the enemy target penetration probability.Based on characteristics of the mathematical model and demands of the deployment problems,an assistance-based algorithm is put forward which combines the artificial potential field (APF) method with a memetic algorithm.The APF method is employed to solve the constraint handling problem and generate feasible solutions.The constrained optimization problem transforms into an optimization problem of APF parameters adjustment,and the dimension of the problem is reduced greatly.The dynamic deployment is accomplished by generation and refinement of feasible solutions.The simulation results show that the proposed algorithm is effective and feasible in dynamic situation.

英文摘要:

With applying the information technology to the military field, the advantages and importance of the networked combat are more and more obvious. In order to make full use of limited battlefield resources and maximally destroy enemy targets from arbitrary angle in a limited time, the research on firepower nodes dynamic deployment becomes a key problem of command and control. Considering a variety of tactical indexes and actual constraints in air defense, a mathematical model is formulated to minimize the enemy target penetration probability. Based on characteristics of the mathematical model and demands of the deployment problems, an assistance-based algorithm is put forward which combines the artificial potential field (APF) method with a memetic algorithm. The APF method is employed to solve the constraint handling problem and generate feasible solutions. The constrained optimization problem transforms into an optimization problem of APF parameters adjustment, and the dimension of the problem is reduced greatly. The dynamic deployment is accomplished by generation and refinement of feasible solutions. The simulation results show that the proposed algorithm is effective and feasible in dynamic situation.

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期刊信息
  • 《系统工程与电子技术:英文版》
  • 主管单位:中国航天机电集团
  • 主办单位:中国航天工业总公司二院
  • 主编:高淑霞
  • 地址:北京海淀区永定路52号
  • 邮编:100854
  • 邮箱:jseeoffice@126.com
  • 电话:010-68388406 68386014
  • 国际标准刊号:ISSN:1004-4132
  • 国内统一刊号:ISSN:11-3018/N
  • 邮发代号:82-270
  • 获奖情况:
  • 航天系统优秀期刊奖,美国工程索引(EI)和英国科学文摘(SA)收录
  • 国内外数据库收录:
  • 荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,美国科学引文索引(扩展库),英国科学文摘数据库
  • 被引量:242