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Research on investment portfolio model based on neural network and genetic algorithm in big data era.

Authors :
Zhou, Wei
Zhao, Yuanjun
Chen, Weiwei
Liu, Yanghui
Yang, Rongjun
Liu, Zheng
Source :
EURASIP Journal on Wireless Communications & Networking; 11/2/2020, Vol. 2020 Issue 1, p1-12, 12p
Publication Year :
2020

Abstract

With the maturity of neural network theory, it provides new ideas and methods for the prediction and analysis of stock market investment. The purpose of this paper is to improve the accuracy of stock market investment prediction, we build neural network model and genetic algorithm model, study the law of stock market operation, and improve the effectiveness of neural network and genetic algorithm. Through the empirical research, it is found that the neural network model can make up for the shortcomings of the traditional algorithm through the optimization of genetic algorithm. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
16871472
Volume :
2020
Issue :
1
Database :
Complementary Index
Journal :
EURASIP Journal on Wireless Communications & Networking
Publication Type :
Academic Journal
Accession number :
146788620
Full Text :
https://doi.org/10.1186/s13638-020-01850-x