Description: The book provides theoretical and practical knowledge about swarm intelligence and evolutionary computation. It describes the emerging trends in deep learning that involve the integration of swarm intelligence and evolutionary computation with deep learning, i.e., deep neuroevolution and deep swarms. The study reviews the research on network structures and hyperparameters in deep learning, and attracting attention as a new trend in AI. A part of the coverage of the book is based on the results of practical examples as well as various real-world applications. The future of AI, based on the ideas of swarm intelligence and evolution is also covered. The book is an introductory work for researchers. Approaches to the realization of AI and the emergence of intelligence are explained, with emphasis on evolution and learning. It is designed for beginners who do not have any knowledge of algorithms or biology, and explains the basics of neural networks and deep learning in an easy-to-understand manner. As a practical exercise in neuroevolution, the book shows how to learn to drive a racing car and a helicopter using MindRender. MindRender is an AI educational software that allows the readers to create and play with VR programs, and provides a variety of examples so that the readers will be able to create and understand AI.
Price: 252 AUD
Location: Hillsdale, NSW
End Time: 2024-12-21T14:20:20.000Z
Shipping Cost: 31.92 AUD
Product Images
Item Specifics
Return shipping will be paid by: Buyer
Returns Accepted: Returns Accepted
Item must be returned within: 60 Days
Return policy details:
EAN: 9781032009155
UPC: 9781032009155
ISBN: 9781032009155
MPN: N/A
Format: Hardback, 278 pages
Author: Iba, Hitoshi (The University of Tokyo, Japan)
Book Title: Swarm Intelligence and Deep Evolution: Evolutionar
Item Height: 1.8 cm
Item Length: 23.4 cm
Item Weight: 4.53 kg
Item Width: 15.6 cm
Language: Eng
Publisher: CRC Press
