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

English, Diego Oliva, Essam Halim Houssein, Laith Abualigah, Mohamed Abd Elaziz, 2023
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Product details

The book "Integrating Meta-Heuristics and Machine Learning for Real-World Optimization Problems" offers a comprehensive collection of methods that combine metaheuristics and machine learning to solve real-world problems. It includes exciting chapters that utilize evolutionary and swarm optimization techniques in conjunction with machine learning approaches. The application areas range from distribution systems to medical diagnostics and include various surveys and literature reviews that enrich the readers. Additionally, some chapters introduce innovative methods such as neuroevolutionary approaches and IoT implementations. The book provides both theoretical and practical content with novel algorithms from the fields of machine learning and metaheuristics.

Key specifications

Language
English
Author
Diego OlivaEssam Halim HousseinLaith AbualigahMohamed Abd Elaziz
Year
2023
Book cover
Paperback

General information

Item number
56951232
Publisher
Springer
Category
Reference books
Release date
27.3.2025

Book properties

Language
English
Author
Diego OlivaEssam Halim HousseinLaith AbualigahMohamed Abd Elaziz
Year
2023
Book cover
Paperback

Voluntary climate contribution

CO₂ emissions
0.35 kg
Climate contribution
CHF 0.11

30-day right of return if unopened
No warranty

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