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HANDBOOK OF MACHINE LEARNING FOR COMPUTATIONAL OPTIMIZATION : APPLICATIONS AND CASE STUDIES

SKU: 9780367685423

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A comprehensive guide exploring machine learning applications in computational optimization. This handbook presents practical case studies and methodologies for solving real-world optimization problems using advanced ML techniques.

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Description

The Handbook of Machine Learning for Computational Optimization provides a thorough exploration of how machine learning can be leveraged to solve complex optimization problems across various industries. Written by leading experts including Vishal Jain, Sapna Juneja, and Abhinav Juneja, this resource combines theoretical foundations with practical applications.

The handbook covers cutting-edge ML algorithms and their implementation in optimization contexts, featuring detailed case studies that demonstrate real-world applications. Readers will discover how to apply machine learning techniques to improve computational efficiency, reduce costs, and enhance decision-making processes.

Perfect for researchers, practitioners, and students, this comprehensive guide bridges the gap between machine learning theory and computational optimization practice, offering actionable insights and proven strategies for implementing ML-based solutions in business and technical environments.

Additional information

Author

Vishal Jain, Sapna Juneja, Abhinav Juneja, Ramani Kannan & 1 More

Publisher

‏ : ‎ CRC Pr I Llc

ISBN

9780367685423

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