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
Link To Document