Handbook of Evolutionary Machine Learning

Posted on 04 Nov 04:40 | by BaDshaH | 3 views
Handbook of Evolutionary Machine Learning
Handbook of Evolutionary Machine Learning

English | 2023 | ISBN-10: 9819938139 | 784 pages| Epub PDF (True) | 78 MB


This book, written by leading international researchers of evolutionary approaches to machine learning, explores various ways evolution can address machine learning problems and improve current methods of machine learning. Topics in this book are organized into five parts. The first part introduces some fundamental concepts and overviews of evolutionary approaches to the three different classes of learning employed in machine learning. The second addresses the use of evolutionary computation as a machine learning technique describing methodologic improvements for evolutionary clustering, classification, regression, and ensemble learning. The third part explores the connection between evolution and neural networks, in particular the connection to deep learning, generative and adversarial models as well as the exciting potential of evolution with large language models. The fourth part focuses on the use of evolutionary computation for supporting machine learning methods. This includes methodological developments for evolutionary data preparation, model parametrization, design, and validation. The final part covers several chapters on applications in medicine, robotics, science, finance, and other disciplines. Readers find reviews of application areas and can discover large-scale, real-world applications of evolutionary machine learning to a variety of problem domains. This book will serve as an essential reference for researchers, postgraduate students, practitioners in industry and all those interested in evolutionary approaches to machine learning.




https://rapidgator.net/file/eaa2439c38b2e338de140f105a1ec012

https://ddownload.com/dm0btqiy547m



Related News

Evolutionary Deep Learning Genetic algorithms and neural networks Evolutionary Deep Learning Genetic algorithms and neural networks
Free Download Evolutionary Deep Learning: Genetic algorithms and neural networks by Micheal Lanham...
Machine Learning for Biomedical Applications : With Scikit-Learn and Pytorch Machine Learning for Biomedical Applications : With Scikit-Learn and Pytorch
Machine Learning for Biomedical Applications : With Scikit-Learn and Pytorch English | 2023 |...
The Android Malware Handbook: Detection and Analysis by Human and Machine (True EPUB, MOBI) The Android Malware Handbook: Detection and Analysis by Human and Machine (True EPUB, MOBI)
The Android Malware Handbook: Detection and Analysis by Human and Machine (True EPUB, MOBI)...
Machine Learning & Deep Learning Projects for Beginners 2023 Machine Learning & Deep Learning Projects for Beginners 2023
Machine Learning & Deep Learning Projects for Beginners 2023 | 7.9 GB Welcome to this course,...

System Comment

Information

Error Users of Visitor are not allowed to comment this publication.

Facebook Comment

Member Area
Top News