Linear Optimization Study Material

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I've recently enrolled in a linear optimization course, and it's been a while since I've taken linear algebra. I do not yet have access to the book for the course or I would skim it to see what I need to refresh on. Could someone who's taken/taught a linear optimization course point me in the right direction of what to relearn from linear algebra.

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A lot of books have the necessary preliminaries built in, but if you know linear algebra at the level of Strang's Linear algebra and its applications, you should be fine. Try checking out Luenberger's Linear and Nonlinear programming and Bertsemas' Linear Optimization. Vanderbei's linear optimization is another good option.