Artificial chemical reaction optimization of neural networks for efficient prediction of stock market indices

The underlying system models of time series prediction are complex and not known a priori, hence, accurate and unbiased estimation cannot be always achieved using well known linear techniques. The estimation process requires more advanced prediction algorithms, such as multilayer perceptrons (MLPs)....

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Bibliographic Details
Main Authors: S.C. Nayak, B.B. Misra, H.S. Behera
Format: Article
Language:English
Published: Elsevier 2017-09-01
Series:Ain Shams Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2090447915001410