Optimization in Machine Learning and Applications

197 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

This book discusses one of the major applications of artificial intelligence: the use of machine learning to extract useful information from multimodal data. It discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The book also presents formulations of real-world machine learning problems, and discusses AI solution methodologies as standalone or hybrid approaches. Lastly, it proposes novel metaheuristic methods to solve complex machine learning problems. Featuring valuable insights, the book helps readers explore new avenues leading toward multidisciplinary research discussions.

• Reihe: Algorithms for Intelligent Systems
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9789811509964
• Sprache: Englisch
• Erscheinungsdatum: 10.12.2020
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Singapore
• Herausgegeben von: Anand J. Kulkarni, Suresh Chandra Satapathy