Enhancing Surrogate-Based Optimization Through Parallelization /
This book presents a solution to the challenging issue of optimizing expensive-to-evaluate industrial problems such as the hyperparameter tuning of machine learning models. The approach combines two well-established concepts, Surrogate-Based Optimization (SBO) and parallelization, to efficiently sea...
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| Format: | Book |
| Language: | English |
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Cham :
Springer Nature Switzerland : Imprint: Springer,
2023
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| Edition: | 1st ed. 2023 |
| Series: | Studies in Computational Intelligence,
1099 |
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