Hybrid Prediction Based on BP Neural Network and Markov Chain
Guofeng Liu, Shaobin Huang, Xiufeng Piao, Yuan Cheng
Available Online August 2013.
- https://doi.org/10.2991/case-13.2013.23How to use a DOI?
- hybrid prediction; BP neural network; markov chain; endowment insurance
- At present, there are many kinds of prediction methods, how to play the advantages of different prediction methods and take advantage of useful information contained in the data have become the focus of research. This paper starts from the studies of combination prediction method. First, it described the current research status of combination prediction methods. Second, it analyzed the characteristics and applicability of different prediction methods. Finally, it proposed a hybrid prediction method based on BP neural network and Markov chain, and applied it to the prediction of personal payment in endowment insurance fund. The experimental results show that the proposed method is effective and feasible.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Guofeng Liu AU - Shaobin Huang AU - Xiufeng Piao AU - Yuan Cheng PY - 2013/08 DA - 2013/08 TI - Hybrid Prediction Based on BP Neural Network and Markov Chain BT - Third International Conference on Control, Automation and Systems Engineering (CASE-13) PB - Atlantis Press SN - 1951-6851 UR - https://doi.org/10.2991/case-13.2013.23 DO - https://doi.org/10.2991/case-13.2013.23 ID - Liu2013/08 ER -