Basics of what? High performance computing? I'd say those are numerical analysis topics and there are tons of books for that. Unless you can make a case that there are high performance aspects to root finding, I'm not going to include it. (You should have said FFT. That has very funky interaction with caches and TBL that absolutely necessitate its inclusion.)
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