Optimization in Machine Learning and Applications

£109.50

Optimization in Machine Learning and Applications

Optimization Algorithms and data structures Artificial intelligence Machine learning

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Collection: Algorithms for Intelligent Systems

Language: English

Published by: Springer

Published on: 29th November 2019

Format: LCP-protected ePub

Size: 13 Mb

ISBN: 9789811509940


Overview

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.

Content Highlights

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.

Intended Audience

Featuring valuable insights, the book helps readers explore new avenues leading toward multidisciplinary research discussions.

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