Math Optimization for Artificial Intelligence
Gebundenes Buch

Math Optimization for Artificial Intelligence

Heuristic and Metaheuristic Methods for Robotics and Machine Learning

Herausgegeben: Kumar Lilhore, Umesh; Dutt, Vishal; Kumar, T. Ananth; Margala, Martin; Raahemifar, Kaamran
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The book presents powerful optimization approaches for integrating AI into daily life.This book explores how heuristic and metaheuristic methodologies have revolutionized the fields of robotics and machine learning. The book covers the wide range of tools and methods that have emerged as part of the AI revolution, from state-of-the-art decision-making algorithms for robots to data-driven machine learning models. Each chapter offers a meticulous examination of the theoretical foundations and practical applications of mathematical optimization, helping readers understand how these methods are tr...