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Journal of Projectiles, Rockets, Missiles and Guidance >

2012 , Vol. 32 >Issue 1: 45 - 48

DOI: https://doi.org/10.15892/j.cnki.djzdxb.2012.01.035

MISSILES AND GUIDANCE TECHNOLOGY

The Modeling and Application of Surface-to-air Missile Survivability Prediction Model

  • XIE Wujie ,
  • WANG Ying ,
  • SHEN Maoxing ,
  • ZHANG Tianming
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  • 1 The Engineering Institute, Air Force Engineering University, Xi'an 710038, China
    2 The Second Artillery Engineering College, Xi'an 710025, China
    3 The Missile Institute, Air Force Engineering University, Shaanxi Sanyuan 713800,China

Received date: 2011-03-05

  Online published: 2025-05-29

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Abstract

In order to scientifically predict the surface-to-air missile's survivability, the evaluation index was established based on the survivability demand analysis. The BP-LM model and GA-BP-LM model were used to train and predict data. The simulation result shows that the forecast precision of BP-GDM model is the worst and much simulation time was consumed, the GA-BP-LM gains the best forecast precision and costs the least time, BP-LM is moderate. Furthermore, the GA-BP-LM model has the smallest opposite error fluctuation, and the average opposite error value is only 3.33%, which matches well with the expected requirement.

Key words： surface to air missile; BP-LM model; GA-BP-LM model; survivability; prediction

Cite this article

XIE Wujie , WANG Ying , SHEN Maoxing , ZHANG Tianming . The Modeling and Application of Surface-to-air Missile Survivability Prediction Model[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 2012 , 32(1) : 45 -48 . DOI: 10.15892/j.cnki.djzdxb.2012.01.035

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