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Advanced Machine Learning with Evolutionary and Metaheuristic Techniques

Advanced Machine Learning with Evolutionary and Metaheuristic Techniques

Hardcover

Series: Computational Intelligence Methods and Applications

Medical ReferenceGeneral ComputersProbability & Statistics

ISBN10: 9819997178
ISBN13: 9789819997176
Publisher: Springer
Published: Apr 23 2024
Pages: 362
Weight: 1.51
Height: 0.98 Width: 6.47 Depth: 9.33
Language: English
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.

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Valadi, Jayaraman

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General Computers