eBook: Swarm Intelligence and Deep Evolution: Evolutionary Approach to Artificial Intelligence (DRM EPUB)
 
電子書格式: DRM EPUB
作者: Hitoshi Iba 
分類: Library & information sciences ,
Biology, life sciences ,
Electrical engineering ,
Robotics ,
Environmental science, engineering & technology ,
Information technology: general issues ,
Artificial intelligence  
書城編號: 24834958


售價: $624.00

購買後立即進貨, 約需 1-4 天

 
 
製造商: CRC Press
出版日期: 2022/04/19
頁數: 278
ISBN: 9781000579932
 
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商品簡介
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.
Hitoshi Iba 作者作品表

Swarm Intelligence and Deep Evolution: Evolutionary Approach to Artificial Intelligence (Paperback)

eBook: Swarm Intelligence and Deep Evolution: Evolutionary Approach to Artificial Intelligence (DRM EPUB)

eBook: Swarm Intelligence and Deep Evolution: Evolutionary Approach to Artificial Intelligence (DRM PDF)

Swarm Intelligence and Deep Evolution: Evolutionary Approach to Artificial Intelligence (Hardcover)

eBook: AI and SWARM: Evolutionary Approach to Emergent Intelligence (DRM EPUB)

eBook: AI and SWARM: Evolutionary Approach to Emergent Intelligence (DRM PDF)

eBook: Evolutionary Approach to Machine Learning and Deep Neural Networks: Neuro-Evolution and Gene Regulatory Networks (DRM EPUB)

eBook: Evolutionary Approach to Machine Learning and Deep Neural Networks: Neuro-Evolution and Gene Regulatory Networks (DRM PDF)

eBook: Agent-Based Modeling and Simulation with Swarm (DRM PDF)

New Frontier in Evolutionary Algorithms (Hardcover)

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