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by sbrorson 1809 days ago
I recently bought "Introduction to Nonlinear Optimization" by Amir Beck. It's published by the SIAM. It covers the field from beginning to intermediate level and includes examples written in MATLAB. I found the book very readable and illuminating. It's also not overly long nor verbose, which is a plus in my mind. I would recommend it -- I used some of its ideas as fodder to teach the optimization section of my class in Numerical Analysis.

https://epubs.siam.org/doi/book/10.1137/1.9781611973655?mobi...