Das D Optimization Algorithms in Machine Learning A Meta-heuristics Persp 2025

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Das D Optimization Algorithms in Machine Learning A Meta-heuristics Persp 2025

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Das D Optimization Algorithms in Machine Learning A Meta-heuristics Persp 2025

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Name: Das D Optimization Algorithms in Machine Learning A Meta-heuristics Persp 2025
Format: pdf
Size: 20.43 MB
Book:
Title: Optimization Algorithms in Machine Learning
Author: Debashish Das · Ali Safaa Sadiq · Seyedali Mirjalili
Language: angielski
Year: 2025
Subjects: Computers, Science & Technology, Engineering, Technology, Artificial Intelligence (AI), Robotics & Artificial Intelligence, Artificial Intelligence - General
Publisher: Springer-Verlag New York, LLC
ISBN: 9789819638499
Total pages: 189
Description:
This book explores the development of several new learning algorithms that utilize recent optimization techniques and meta-heuristics. It addresses well-known models such as particle swarm optimization, genetic algorithm, ant colony optimization, evolutionary strategy, population-based incremental learning, and grey wolf optimizer for training neural networks. Additionally, the book examines the challenges associated with these processes in detail. This volume will serve as a valuable reference for individuals in both academia and industry.
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