This article presents a review of the application of evolutionary computation methods to
solving financial problems. Genetic algorithms, genetic programming, multi-objective …

Deep reinforcement learning (DRL) and evolution strategies (ESs) have surpassed human-
level control in many sequential decision-making problems, yet many open challenges still …

This study investigated the use of Artificial Neural Network (ANN) and Genetic Algorithm
(GA) for prediction of Thailand's SET50 index trend. ANN is a widely accepted machine …

In this paper, we investigate predicting the Stock Exchange of Thailand Index movement.
Currently, there are two stock markets in Thailand; the Stock Exchange of Thailand (SET) …

A genetic algorithm using Mendel's principle (Mendel-GA), in which the random assignment
of alleles from parents to offsprings is implied by the Mendel genetic operator, is proposed …

(EMH), a stock's return is indifferent to a given trading day. But the day of the week effect
phenomenon produces a different return for each day in the week. This is an abnormal …

Prediction of stock prices is an issue of interest to financial markets. Many prediction
techniques have been reported in stock forecasting. Neural networks are viewed as one of …

This chapter investigates how and to what extent, different types of endogenous and
exogenous variables influence the performance of Greek Universal Banks (UBs) and the …

Finding ways to making better prediction of stock market trend has attracted a lot of attention
from researchers because an accurate prediction can substantially reduce investment risk …

In this paper, we forecast SET50 Index (The stock prices of the top 50 listed companies on
SET (Stock Exchange of Thailand)) by using multiple regression. At the same time, we …