Comment by marmalade2413

An absolutely fantast book. I've read it cover to cover a couple of times during my PhD (which focused on neural networks and numerical solvers). Gives the right amount of depth to serve as a detailed introduction whilst covering a lot of the key areas in optimisation. I still use this book as a reference years later.