Research Enterprise Performance Evaluation Based on BP-LM Neural Network

Meng-meng YUAN, Feng-shan XIONG, Xue-quan YANG

Abstract


Objective]For the better development of the enterprise, enterprise performance evaluation is the symbol of the overall enterprise success.[Methods]In this study, we use Levenberg Marquardt (LM) algorithm to improve the BP neural network to evaluate the performance of enterprises.[Result]Through the simulation test of the relevant data of a car company in 2010-2016, it is proved that the improved BP neural network can improve the performance of the enterprise more quickly and accurately.[Conclusion]LM - BP neural network of enterprise performance evaluation can make enterprises better understand themselves

Keywords


Neural network, Enterprise performance evaluation, LM algorithm, Evaluating indicator.


DOI
10.12783/dtetr/tmcm2017/12630

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