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Nature inspired algorithms and their applications

The purpose of designing this book is to portray certain practical applications of nature-inspired computation in machine learning for the better understanding of the world around us. The focus is to portray and present recent developments in the areas where nature- inspired algorithms are specifica...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Balamurugan, S. (Shanmugam), 1985-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: [Place of publication not identified] JOHN WILEY, 2022.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Descripción
Sumario:The purpose of designing this book is to portray certain practical applications of nature-inspired computation in machine learning for the better understanding of the world around us. The focus is to portray and present recent developments in the areas where nature- inspired algorithms are specifically designed and applied to solve complex real-world problems in data analytics and pattern recognition, by means of domain-specific solutions. Various nature-inspired algorithms and their multidisciplinary applications (in mechanical engineering, electrical engineering, machine learning, image processing, data mining and wireless network domains are detailed, which will make this book a handy reference guide.
Descripción Física:1 online resource
ISBN:9781119681663
1119681669