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Optimization in Machine Learning and Applications (Algorithms for Intelligent Systems)
by 作者: Anand J. Kulkarni
ISBN-10 书号: 981150993X
ISBN-13 书号: 9789811509933
Edition 版本: 1st ed. 2020
Publisher Finelybook 出版日期: 2019-11-30
Pages: 197 pages
9
Book Description
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.
