Metaheuristics for Machine Learning
New Advances and Tools
Patrick Siarry editor Bassem Jarboui editor Mansour Eddaly editor
Format:Paperback
Publisher:Springer Verlag, Singapore
Published:15th Mar '24
Should be back in stock very soon
This paperback is available in another edition too:
- Hardback£149.99(9789811938870)

Using metaheuristics to enhance machine learning techniques has become trendy and has achieved major successes in both supervised (classification and regression) and unsupervised (clustering and rule mining) problems. Furthermore, automatically generating programs via metaheuristics, as a form of evolutionary computation and swarm intelligence, has now gained widespread popularity. This book investigates different ways of integrating metaheuristics into machine learning techniques, from both theoretical and practical standpoints. It explores how metaheuristics can be adapted in order to enhance machine learning tools and presents an overview of the main metaheuristic programming methods. Moreover, real-world applications are provided for illustration, e.g., in clustering, big data, machine health monitoring, underwater sonar targets, and banking.
ISBN: 9789811938900
Dimensions: unknown
Weight: unknown
223 pages
2023 ed.