Evolutionary Deep Neural Network Design: Fundamentals and Methods

by Mengjie Zhang, Gary Yen, Yanan Sun

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,...

• Format: Hardcover
• Language: English
• ISBN: 1119699851
• ISBN13: 9781119699859
• Release Date: September 2023
• Publisher: Wiley-IEEE Press