An Introduction to Optimization: With Applications to Machine Learning
by Edwin K. P. Chong, Wu-Sheng Lu, Stanislaw H. Zak
This book introduces the principles of optimization and connects them with applications in machine learning. It offers readers a foundation for understanding how optimization supports mathematical modeling, computational methods, and machine learning practice, making it a useful starting point for study in these closely related fields.
About This Book
An introduction to optimization, with particular attention to its applications in machine learning.
The book presents optimization as a mathematical and computational area relevant to understanding and developing machine learning methods.
It is suited to readers looking for a foundation in optimization concepts and their relationship to machine learning.
Written by Edwin K. P. Chong, Wu-Sheng Lu, and Stanislaw H. Zak.
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