Metaheuristics in Machine Learning: Theory and Applications

£139.50

Metaheuristics in Machine Learning: Theory and Applications

Artificial intelligence Machine learning

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Collection: Studies in Computational Intelligence

Language: English

Published by: Springer

Published on: 13 July 2021

Format: LCP-protected ePub

Size: 110 Mb

ISBN: 9783030705428


Overview

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.

Intended Audience

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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