Evaluation Method of Simulation Results Based on Principal Component Analysis

Authors

Rusheng Ju, College of Systems Engineering, National University of Defense Technology, Changsha 410072, China;
Zimin Cai, College of Systems Engineering, National University of Defense Technology, Changsha 410072, China;
Yang Mei, College of Systems Engineering, National University of Defense Technology, Changsha 410072, China;
Wang Song, College of Systems Engineering, National University of Defense Technology, Changsha 410072, China;

Abstract

Abstract: A large amount of result data are produced by complex system simulation. These data types are diverse and complex. Usually they cannot be used directly. The inner pattern can only be found by effective evaluation. Based on the characteristics of complex combat simulation results, this paper utilizes the Principal Component Analysis method to reduce the dimension of data analysis and explore the relationship between the system input data and output data. The key influence factors of the measure of force effectiveness is found. The application verification is done by typical examples. The selected principle factors are explored in deepth to verify the effectiveness of the method. The strategy can be referred by other peer.

Recommended Citation

Ju, Rusheng; Cai, Zimin; Mei, Yang; and Song, Wang (2019) "Evaluation Method of Simulation Results Based on Principal Component Analysis," Journal of System Simulation: Vol. 31: Iss. 12, Article 15.
DOI: 10.16182/j.issn1004731x.joss.19-0126
Available at: https://dc-china-simulation.researchcommons.org/journal/vol31/iss12/15

First Page

2678

Revised Date

2019-05-13

DOI Link

https://doi.org/10.16182/j.issn1004731x.joss.19-0126

Last Page

2684

CLC

TP391.9

Recommended Citation

Ju Rusheng, Cai Zimin, Yang Mei, Wang Song. Evaluation Method of Simulation Results Based on Principal Component Analysis[J]. Journal of System Simulation, 2019, 31(12): 2678-2684.

DOI

10.16182/j.issn1004731x.joss.19-0126