Frontiers in Genetics Algorithm Theory and Applications

This book reviews recent advances in theory and applications of genetic algorithm (GA). The book is composed of five parts; Part 1 of the book involves the chapters about the advances in GA theory. Part 2 concerns applications in health, society, and economy. Part 3 has an inclusive focus on application in power systems, and Part 4 concerns the applications of GA in electrical vehicle industries. Finally, Part 5 includes applications in signal and image processing.

List of contents

Evolutionary Computation: Perspectives on Past and Future.- Genetic Algorithms: A Technical Implementation of Natural Evolution.- Mating In Genetic Algorithm With Application In System Identification.- A Hybrid Biased Random-Key Genetic Algorithm for the Container Relocation Problem.- Genetic Algorithm and Its Applications in Power Systems.

Product details

• Assisted by: Neeraj Gupta (Editor), Mahdi Khosravy (Editor), Olaf Witkowski (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 06.03.2025
• EAN: 9789819981090
• ISBN: 978-981-9981-09-0
• No. of pages: 287
• Illustrations: XIV, 287 p. 90 illus., 48 illus. in color.
• Series: Springer Tracts in Nature-Inspired Computing
• Subject: Natural sciences, medicine, IT, technology > Technology > General, dictionaries