• DocumentCode
    1615972
  • Title

    Research on Battlefield Target Value Evaluation Model Based on Improved BP Algorithm

  • Author

    Lizhe, Yuan ; Gaohua, Rong ; Chunsheng, Gao

  • Author_Institution
    No.3 Dept., Nanjing Artillery Acad., Langfang, China
  • fYear
    2012
  • Firstpage
    1348
  • Lastpage
    1350
  • Abstract
    Target value evaluation is the core task in the battlefield information processing. How to evaluate the value of targets and calculate their priorities based on battlefield target information and the combat mission is a focuses problem in the modern war. To solve the problem, some comprehensive evaluation indexes for the targets are created and an evaluation model based on the improved BP algorithm for targets value is proposed in this paper. The result of simulation proves the validity of this algorithm. It´s helpful to use this model in choosing the fire attack objects in practice.
  • Keywords
    backpropagation; military computing; BP algorithm; back propagation algorithm; battlefield target information processing; battlefield target value evaluation model; combat mission; comprehensive evaluation index; fire attack objects; modern war; target value; Approximation algorithms; Biological neural networks; Convergence; Fires; Neurons; Training; Back propagation algorithm; Evaluation model; Target value;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Control and Electronics Engineering (ICICEE), 2012 International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-4673-1450-3
  • Type

    conf

  • DOI
    10.1109/ICICEE.2012.357
  • Filename
    6322646