Optimizing Convolutional Neural Networks: A Comprehensive Review of Hyperparameter Tuning Through Metaheuristic Algorithms.

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Title: Optimizing Convolutional Neural Networks: A Comprehensive Review of Hyperparameter Tuning Through Metaheuristic Algorithms.
Authors: Ibrahim, Mohammed Q.1, mohammed.q.ibrahim35509@st.tu.edu.iq, Hussein, Nazar K.1, nazar.dikhil@tu.edu.iq, Guinovart, David2, guino001@umn.edu, Qaraad, Mohammed2, qaraa001@umn.edu
Source: Archives of Computational Methods in Engineering; Dec2025, Vol. 32 Issue 8, p5123-5160, 38p
Database: Applied Science & Technology Source
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  Data: <searchLink fieldCode="AU" term="%22Ibrahim%2C+Mohammed+Q%2E%22">Ibrahim, Mohammed Q.</searchLink><relatesTo>1</relatesTo>, <i>mohammed.q.ibrahim35509@st.tu.edu.iq</i><br /><searchLink fieldCode="AU" term="%22Hussein%2C+Nazar+K%2E%22">Hussein, Nazar K.</searchLink><relatesTo>1</relatesTo>, <i>nazar.dikhil@tu.edu.iq</i><br /><searchLink fieldCode="AU" term="%22Guinovart%2C+David%22">Guinovart, David</searchLink><relatesTo>2</relatesTo>, <i>guino001@umn.edu</i><br /><searchLink fieldCode="AU" term="%22Qaraad%2C+Mohammed%22">Qaraad, Mohammed</searchLink><relatesTo>2</relatesTo>, <i>qaraa001@umn.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Archives+of+Computational+Methods+in+Engineering%22">Archives of Computational Methods in Engineering</searchLink>; Dec2025, Vol. 32 Issue 8, p5123-5160, 38p
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        Value: 10.1007/s11831-025-10292-x
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      – Code: eng
        Text: English
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            NameFull: Hussein, Nazar K.
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              Text: Dec2025
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              Y: 2025
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