機械学習のためのメタヒューリスティクス:アルゴリズムと応用
Metaheuristics for Machine Learning
Algorithms and Applications
Artificial Intelligence and Soft Computing for Industrial Transformation
Kalita, Kanak (EDT)
Ganesh, Narayanan (EDT)
Balamurugan, S. (EDT)
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This book serves as a comprehensive guide to the intersection of nature-inspired optimization and machine learning. Authored by leading experts, the book seamlessly integrates insights from computer science, biology, and mathematics to offer a panoramic view of the latest advancements in metaheuristic algorithms. You’ll find detailed yet accessible discussions of algorithmic theory alongside real-world case studies that demonstrate their practical applications in machine learning optimization.