Mohamed, Ph.DAbdel-Basset,Reda, Ph.D.Mohamed,MohamedElhoseny
Metaheuristics Algorithms for Medical Applications: Methods and Applications
Metaheuristics Algorithms for Medical Applications: Methods and Applications
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- More about Metaheuristics Algorithms for Medical Applications: Methods and Applications
Metaheuristics Algorithms for Medical Applications: Methods and Applications is a comprehensive reference for developing metaheuristics techniques with machine learning for solving biomedical problems. It presents a stepwise progression from basics to advanced topics, covering large-scale biomedical problem solving, advanced topics, and applications in four different areas.
Format: Paperback / softback
Length: 248 pages
Publication date: 24 November 2023
Publisher: Elsevier Science Publishing Co Inc
Metaheuristics Algorithms for Medical Applications: Methods and Applications is a comprehensive guide that delves into the development of metaheuristics techniques utilizing machine learning for solving biomedical problems. This book is meticulously organized to offer a step-by-step progression, beginning with the fundamentals of metaheuristics and progressing to methods and practices, culminating in advanced topics.
In the first section, the authors present a comprehensive taxonomic view of metaheuristics methods, considering various criteria such as data type, scope, and method. This section serves as a foundational framework for understanding metaheuristics and machine learning.
The second section focuses on applying metaheuristics techniques to tackle large-scale biomedical problems. It encompasses comprehensive analysis and validation under different strategies, providing valuable insights for researchers and practitioners in the field.
The final portion of the book delves into advanced topics in metaheuristics across four distinct applications. Readers will discover a diverse range of new methods, approaches, and techniques, as well as a wide array of applications that demonstrate key concepts in metaheuristics for biomedical science.
This book serves as a valuable resource for researchers in various scientific fields, including mathematics, biomedical engineering, computer science, biological sciences, and clinicians in medical practice. It offers a cutting-edge perspective on metaheuristics, empowering researchers to explore innovative solutions to complex biomedical challenges.
Weight: 520g
Dimension: 234 x 191 (mm)
ISBN-13: 9780443133145
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