Evaluation Method of Simulation Results Based on Principal Component Analysis

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

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.

Key words: complex system simulation, evaluation, principle component analysis, force effectiveness

CLC Number:

TP391.9

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.

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