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Advanced Machine Learning with Evolutionary and Metaheuristic Techniques

Name: Advanced Machine Learning with Evolutionary and Metaheuristic Techniques
Brand: Springer, Berlin
SKU: 44573986
Price: 227.12 EUR
Availability: InStock
Author: Jayaraman Valadi
ISBN: 9789819997176

Language

English

Book Hardback

Libristo code: 44573986

Publishers Springer, Berlin, May 2024

This book delves into practical implementation of evolutionary and metaheuristic algorithms to advan... Full description

Libristo code: 44573986

547 b

227.12 €

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This book delves into practical implementation of evolutionary and metaheuristic algorithms to advance the capacity of machine learning. The readers can gain insight into the capabilities of data-driven evolutionary optimization in materials mechanics, and optimize your learning algorithms for maximum efficiency. Or unlock the strategies behind hyperparameter optimization to enhance your transfer learning algorithms, yielding remarkable outcomes. Or embark on an illuminating journey through evolutionary techniques designed for constructing deep-learning frameworks. The book also introduces an intelligent RPL attack detection system tailored for IoT networks. Explore a promising avenue of optimization by fusing Particle Swarm Optimization with Reinforcement Learning. It uncovers the indispensable role of metaheuristics in supervised machine learning algorithms. Ultimately, this book bridges the realms of evolutionary dynamic optimization and machine learning, paving the way for pioneering innovations in the field.