- Title
- Investment decision model via an improved BP neural network
- Creator
- Shen, Jihong; Zhang, Canxin; Lian, Chunbo; Hu, Hao; Mammadov, Musa
- Date
- 2010
- Type
- Text; Conference paper
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/67017
- Identifier
- vital:3638
- Identifier
-
https://doi.org/10.1109/ICINFA.2010.5512206
- Identifier
- ISBN:9781424457021
- Abstract
- In macro investment, an investment decision model is established by using an improved back propagation (BP) artificial neural network (ANN). In this paper, the relations between elements of investment and output of products are determined, and then the optimal distribution of investment is determined by adjusting the distributions rationally. This model can reflect the highly nonlinear mapping relations among each element of investment by using nonlinear utility functions to improve the architecture of artificial neural network, which can be widely applied in investment problems. ©2010 IEEE.
- Publisher
- Harbin, Heilongjiang IEEE
- Relation
- Paper presented at 2010 IEEE International Conference on Information and Automation, ICIA 2010, Harbin, Heilongjiang 20th-23rd June 2010 p. 2092-2096
- Rights
- Copyright IEEE
- Rights
- Open Access
- Rights
- This metadata is freely available under a CCO license
- Subject
- 0801 Artificial Intelligence and Image Processing; Artificial neural network; Model of optimal distribution of investment; Nonlinear function approximation
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