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
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;
Conference_Titel :
Industrial Control and Electronics Engineering (ICICEE), 2012 International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4673-1450-3
DOI :
10.1109/ICICEE.2012.357
