Enhancing Surrogate-Based Optimization Through Parallelization - Frederik Rehbach
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Piegāde 15-21 darba dienu laikā
30 dienu atgriešanas politika
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 search for optimal parameter setups with as few function evaluations as possible. Through in-depth analysis, the ... Pilns apraksts
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Aprašymas
Vairāk informācijas
| Autors | Frederik Rehbach |
|---|---|
| Izdevējs | Springer Nature Switzerland |
| Izlaides gads | 2024 |
| Vāka tips | Mīkstais vāks |
| EAN | 9783031306112 |