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This chapter starts with the review of stock market. Then, the formation of Ensemble algorithm consisting of ANN and MGWO as well as its implementation for feature selection and stock prediction are demonstrated here. A flowchart illustrates in this chapter the feature selection and training of ANN. The chapter also evaluates the effectiveness of Ensemble algorithm for stock prediction. Finally, the chapter concludes with the discussion about the computational complexity of MGWO. Overall, this chapter detail investigates how the application of Ensemble model with ANN and MGWO affects the stock prediction.

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How to Predict Stock Market Using Neural Networks and Grey Wolf Optimizer

  • 章节

  • 发表日期：

    2025年

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  • Debashish Das,
  • Ali Safaa Sadiq,
  • Seyedali Mirjalili

摘要

This chapter starts with the review of stock market. Then, the formation of Ensemble algorithm consisting of ANN and MGWO as well as its implementation for feature selection and stock prediction are demonstrated here. A flowchart illustrates in this chapter the feature selection and training of ANN. The chapter also evaluates the effectiveness of Ensemble algorithm for stock prediction. Finally, the chapter concludes with the discussion about the computational complexity of MGWO. Overall, this chapter detail investigates how the application of Ensemble model with ANN and MGWO affects the stock prediction.