Boyd and Vandenberghe provide an excellent textbook on convex optimization, covering both theory and algorithms. In addition, it is the perfect textbook for a lecture on convex optimization - as for example given by Prof. Bommes at RWTH Aachen University last semester. Personally, I can also recommend the corresponding lecture slides provided by Boyd and Vandenberghe: Slides.
What is your opinion on the summarized work? Or do you know related work that is of interest? Let me know your thoughts in the comments below: