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A conjugated evolutionary algorithm for hyperparameter optimization

  • Published:2022-07-18 Issue: Volume: Page:
  • ISSN:
  • Container-title:2022 IEEE Congress on Evolutionary Computation (CEC)
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Author:

Japa Luis1,Serqueira Marcello2,Mendonca Israel3,Bezerra Eduardo2,Aritsugi Masayoshi3,Gonzalez Pedro Henrique2

Affiliation:

1. Graduate School of Science and Technology, Kumamoto University,Kumamoto,Japan

2. Federal Center for Technological Education of Rio de Janeiro,Department of Computer Science,Rio de Janeiro,Brazil

3. Kumamoto University,Faculty of Advanced Science and Technology,Kumamoto,Japan

Publisher

IEEE

Reference35 articles.

1. The Multi-Parent Biased Random-Key Genetic Algorithm with Implicit Path-Relinking and its real-world applications

2. Adam: A method for stochastic optimization;kingma;3rd International Conference on Learning Representations ICLR 2015,2015

3. Exploring machine learning methods for the Star/Galaxy Separation Problem

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4. A Hybrid Approach with BRKGA and Data Mining for the Early/Tardy Scheduling Problem;2024 IEEE Congress on Evolutionary Computation (CEC);2024-06-30

5. A Population-Based Hybrid Approach for Hyperparameter Optimization of Neural Networks;IEEE Access;2023
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