Carte Integrating Meta-Heuristics and Machine Learning for Real-World Optimization Problems Essam Halim Houssein

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

Limbă: engleză
Legare: Carte broșată
Editura: Springer, Berlin
Disponibilitate: În depozitul extern
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772.74 lei
This book collects different methodologies that permit metaheuristics and machine learning to solve...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2023
Pagini
497
EAN
9783030990817
Enbook ID
43360384
Greutate
768
Dimensiuni
155 x 235

Descriere completă

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 can be helpful for research from the evolutionary computation, artificial intelligence communities. 

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