Training Multilayer Perceptron with Genetic Algorithms and Particle Swarm Optimization for Modeling Stock Price Index Prediction

Training Multilayer Perceptron with Genetic Algorithms and Particle Swarm Optimization for Modeling Stock Price Index Prediction

Predicting stock market (SM) trends is an issue of great interest among researchers, investors and traders since the successful prediction of SMs’ direction may promise various benefits. Because of the fairly nonlinear nature of the historical data, accurate estimation of the SM direction is a rathe...

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Bibliographic Details
Main Authors: Fatih Ecer, Sina Ardabili, Shahab S. Band, Amir Mosavi
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Entropy
Subjects:
stock market
machine learning
multilayer perceptron
financial data
artificial intelligence
artificial neural networks
Online Access:https://www.mdpi.com/1099-4300/22/11/1239

Internet

https://www.mdpi.com/1099-4300/22/11/1239

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