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Evolutionary Deep Neural Network Design: Fundamentals and Methods
Hardcover
Series: IEEE Press Computational Intelligence
ISBN13: 9781119699859
Publisher: Wiley
Published: Sep 20 2023
Language: English
This book covers the details of concepts, the methods and the challenges of evolutionary deep neural networks design. The authors begin by providing a brief introduction to deep neural networks, evolutionary computation. They also include some representative examples of both. Then they move on to describing the scope of evolutionary deep neural network design, and the fundamental methods of evolutionary deep neural network architecture design. Finally, they highlight the main challenges and some potential research directions in this emerging topic.
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