Integrating Meta-Heuristics and Machine Learning for Real-World Optimization Problems

Essam Halim Houssein

ISBN 10: 3030990818 ISBN 13: 9783030990817

Editore: Springer International Publishing, 2023

Lingua: Inglese

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Dati bibliografici

Titolo

Integrating Meta-Heuristics and Machine Learning for Real-World Optimization Problems

Editore

Springer International Publishing

Data di pubblicazione

2023

Lingua

Inglese

ISBN 10

3030990818

ISBN 13

9783030990817

Rilegatura

PAP

Condizione

New

Cataloghi dei venditori

Descrizione articolo

Riassunto

This book collects different methodologies that permit metaheuristics and machine learning to solve real-world problems. This book has exciting chapters that employ evolutionary and swarm optimization tools combined with machine learning techniques. The fields of applications are from distribution systems until medical diagnosis, and they are also included different surveys and literature reviews that will enrich the reader. Besides, cutting-edge methods such as neuroevolutionary and IoT implementations are presented in some chapters. 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 can be used in courses on Artificial Intelligence, Advanced Machine Learning, among others. Likewise, the material canbe helpful for research from the evolutionary computation, artificial intelligence communities.

Dalla quarta di copertina

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 can be used in courses on Artificial Intelligence, Advanced Machine Learning, among others. Likewise, the material can be helpful for research from the evolutionary computation, artificial intelligence communities.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

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