系统工程与电子技术

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基于知识约束的决策实体配置问题建模与求解

孙鹏1,3, 武君胜2, 张杰勇3, 杜华桦4   

  1. (1. 西北工业大学计算机学院, 陕西 西安 710072; 2. 西北工业大学软件与微电子学院, 陕西 西安 710072;
    3. 空军工程大学信息与导航学院, 陕西 西安 710077; 4. 空军通信网络技术管理中心, 北京 100843)
  • 出版日期:2017-08-28 发布日期:2010-01-03

Modeling and solving method for the collocating problem of decision-making entity based on knowledge constraint

SUN Peng1,3, WU Junsheng2, ZHANG Jieyong3, DU Huahua4   

  1. (1. Department of Computer Science, Northwestern Polytechnical University, Xi’an 710072, China;
    2. Department of Software and MicroElectronics, Northwestern Polytechnical University, Xi’an 710072, China;
    3. Information and Navigation College, Air Force Engineering University, Xi’an 710077, China;
    4. Air Force Communication Networks Technology Management Center, Beijing 100843, China)
  • Online:2017-08-28 Published:2010-01-03

摘要:

针对指挥控制组织设计中决策实体的配置问题,提出了在知识约束条件下该问题的数学模型及其求解方法。分析了该问题的约束条件,包括该问题的知识约束、隶属约束、能力属性约束等,建立了以最小化决策实体工作负载均方根为目标的优化模型,提出了基于遗传算法的模型求解算法,设计了针对问题模型的染色体编码方式、适应度函数以及遗传算子。最后结合联合作战仿真算例中一个任务与平台关系的设计方案,验证了所提方法的可行性和稳定性。

Abstract:

To solve the configuration problem of the decision-making entity in command and control organization design, the mathematical model and its solving method of this problem under the condition of knowledge constraint are presented. The constraints of this problem, include the knowledge constraint, subjection constraint and capacity attribute constraint are analyzed. The problem mathematical model with the workload of all decision-making entity root mean square minimization is established. Then the genetic algorithm to solve this mathematical model is designed, including the chromosome encoding, the fitness function and the genetic operator. Finally, the feasibility and stability of the proposed method are verified by the design scheme of the relationship between a task and a platform in the joint operation simulation example.