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Today, stock market has important function and it can be a place as a measure of economic position. People can earn a lot of money and return by investing their money in the stock exchange market. But it is not easy because many factors should be considered. So, there are many ways to predict the movement of share price. The main goal of this article is to predict stock price indices using artificial neural network (ANN) and train it with some new metaheuristic algorithms such as social spiderdoi:10.1007/s00500-021-05775-5 pmid:33935586 pmcid:PMC8070984 fatcat:6qhxmla3pnfith65hvir6ntlwy