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Neural Network Algorithms and Their Engineering Applications - Chao Huang,Hailong Huang,Yiying Zhang

englanti
2025-01-14
277,31 € 426,63 €

-35% koodilla BOOKS

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Toimitus 10-16 arkipäivässä

30 päivän palautusoikeus

Neural Network Algorithms and Their Engineering Applications presents the relevant techniques used to improve the global search ability of neural network algorithms in solving complex engineering problems with multimodal properties. The book provides readers with a complete study of how to use artificial neural networks to design a population-based metaheuristic algorithm, which in turn promotes the applica ... Täydellinen kuvaus

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Neural Network Algorithms and Their Engineering Applications presents the relevant techniques used to improve the global search ability of neural network algorithms in solving complex engineering problems with multimodal properties. The book provides readers with a complete study of how to use artificial neural networks to design a population-based metaheuristic algorithm, which in turn promotes the application of artificial neural networks in the field of engineering optimization.

The authors provide a deep discussion for the potential application of machine learning methods in improving the optimization performance of the neural network algorithm, helping readers understand how to use machine learning methods to design improved versions of the algorithm. Users will find a wealth of source code that covers all applied algorithms. Code applications enhance readers' understanding of methods covered and facilitate readers' ability to apply the algorithms to their own research and development projects.

Lisätietoja

Kirjoittaja Chao Huang, Hailong Huang, Yiying Zhang
Julkaisija Elsevier Science
Julkaisuvuosi 2025
Kannen tyyppi Pehmeäkantinen
EAN 9780443292026
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Arvostelet: Neural Network Algorithms and Their Engineering Applications
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277,31 € 426,63 €