Swarm Intelligence and Deep Evolution

Swarm Intelligence and Deep Evolution
Author :
Publisher : CRC Press
Total Pages : 288
Release :
ISBN-10 : 9781000579901
ISBN-13 : 1000579905
Rating : 4/5 (905 Downloads)

Book Synopsis Swarm Intelligence and Deep Evolution by : Hitoshi Iba

Download or read book Swarm Intelligence and Deep Evolution written by Hitoshi Iba and published by CRC Press. This book was released on 2022-04-14 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Swarm Intelligence and Deep Evolution Related Books

Swarm Intelligence and Deep Evolution
Language: en
Pages: 288
Authors: Hitoshi Iba
Categories: Computers
Type: BOOK - Published: 2022-04-14 - Publisher: CRC Press

DOWNLOAD EBOOK

The book provides theoretical and practical knowledge about swarm intelligence and evolutionary computation. It describes the emerging trends in deep learning t
Swarm Intelligence and Deep Evolution
Language: en
Pages: 0
Authors: Hitoshi Iba
Categories: Computers
Type: BOOK - Published: 2022 - Publisher: CRC Press

DOWNLOAD EBOOK

The book provides theoretical and practical knowledge about swarm intelligence and evolutionary computation. It describes the emerging trends in deep learning t
Swarm Intelligence
Language: en
Pages: 550
Authors: Felix Chan
Categories: Computers
Type: BOOK - Published: 2007-12-01 - Publisher: BoD – Books on Demand

DOWNLOAD EBOOK

In the era globalisation the emerging technologies are governing engineering industries to a multifaceted state. The escalating complexity has demanded research
Evolutionary and Swarm Intelligence Algorithms
Language: en
Pages: 194
Authors: Jagdish Chand Bansal
Categories: Technology & Engineering
Type: BOOK - Published: 2018-06-06 - Publisher: Springer

DOWNLOAD EBOOK

This book is a delight for academics, researchers and professionals working in evolutionary and swarm computing, computational intelligence, machine learning an
Advances in Swarm Intelligence
Language: en
Pages: 0
Authors: Ying Tan
Categories: Computers
Type: BOOK - Published: 2018-06-17 - Publisher: Springer

DOWNLOAD EBOOK

The two-volume set of LNCS 10941 and 10942 constitutes the proceedings of the 9th International Conference on Advances in Swarm Intelligence, ICSI 2018, held in