Optimization in Machine Learning and Applications

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Computers - Computer Science
Optimization in Machine Learning and...

Optimization in Machine Learning and Applications

Name: Optimization in Machine Learning and Applications
ISBN: 9789811509940

Anand J. Kulkarni, Suresh Chandra Satapathy

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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.

Категории:

Computers - Computer Science

Год:

2020

Издание:

1st ed. 2020

Издательство:

Springer Singapore

Язык:

english

ISBN 10:

9811509948