Algorithm Design Jon Kleinberg and Eva Tardos

This is one of the popular text books used in universities of U.S. For example, Sudipto Guha uses the book at University of Pennsylvania. http://www.cis.upenn.edu/~cis502/ Importantly, the pdf is not a scan version, but has a REAL index. It is a high-quality one for reference.