Nobody has suggested it yet, so for context I'd suggest reading The (Mis)Behaviour of Markets, by Mandelbrot. It's not about trading algorithms per se, but it does put the maths behind a lot of them into perspective. It'll also tell you why certain strategies (like selling cheap options) are much, much more dangerous than others.