I'm interested in learning about optimization methods and how we can implement them in Machine Learning problems. Which books shall I begin to read in order to understand classical and modern optimization methods deeply?
2026-03-28 03:25:24.1774668324
Optimization Methods Books
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When it comes to optimisation theory these two books are the most recognizable:
From my side I would strongly recommend a Northwestern University Open Text Book on Process Optimization which is a concise summary/overview of optimisation techniques and examples of use, but is not as detailed and rigorous as the first two.