Metaheuristics in Machine Learning: Theory and Applications: 967 (Studies in Computational Intelligence, 967) - Tapa blanda

Libro 475 de 538: Studies in Computational Intelligence
 
9783030705442: Metaheuristics in Machine Learning: Theory and Applications: 967 (Studies in Computational Intelligence, 967)

Sinopsis

This book is a collection of the most recent approaches that combine metaheuristics and machine learning. Some of the methods considered in this book are evolutionary, swarm, machine learning, and deep learning. The chapters were classified based on the content; then, the sections are thematic. Different applications and implementations are included; in this sense, the book provides theory and practical content with novel machine learning and metaheuristic algorithms.

The chapters were compiled using a scientific perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics and is useful in courses on Artificial Intelligence, Advanced Machine Learning, among others. Likewise, the book is useful for research from the evolutionary computation, artificial intelligence, and image processing communities. 

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De la contraportada

This book is a collection of the most recent approaches that combine metaheuristics and machine learning. Some of the methods considered in this book are evolutionary, swarm, machine learning, and deep learning. The chapters were classified based on the content; then, the sections are thematic. Different applications and implementations are included; in this sense, the book provides theory and practical content with novel machine learning and metaheuristic algorithms.

The chapters were compiled using a scientific perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics and is useful in courses on Artificial Intelligence, Advanced Machine Learning, among others. Likewise, the book is useful for research from the evolutionary computation, artificial intelligence, and image processing communities.

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Otras ediciones populares con el mismo título

9783030705411: Metaheuristics in Machine Learning: Theory and Applications: 967 (Studies in Computational Intelligence, 967)

Edición Destacada

ISBN 10:  3030705412 ISBN 13:  9783030705411
Editorial: Springer, 2021
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