An Improved BPNN Algorithm Based on Deep Learning Technology to Analyze the Market Risks of A+H Shares
نویسندگان
چکیده
The backpropagation neural network (BPNN) algorithm of artificial intelligence (AI) is utilized to predict A+H shares price for helping investors reduce the risk stock investment. First, genetic (GA) used optimize BPNN, and a model that can multi-day prices established. Then, Principal Component Analysis (PCA) introduced improve GA-BP model, aiming provide practical approach analyzing market risks shares. experimental results show A shares, has best prediction effect on Bank China (BC), average errors opening price, maximum minimum as well closing are 0.0236, 0.0262, 0.0294 0.0339, respectively. For H constructed Merchants (CMB). 0.0276, 0.0422, 0.0194 0.0619,
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ژورنال
عنوان ژورنال: Journal of Global Information Management
سال: 2021
ISSN: ['1533-7995', '1062-7375']
DOI: https://doi.org/10.4018/jgim.293277