Monograph or survey paper on smoothed analysis of algorithms
To the best of my knowledge, the most recent survey is the following:

Spielman, Daniel A., and Shang-Hua Teng. "Smoothed analysis: an attempt to explain the behavior of algorithms in practice." Communications of the ACM 52.10 (2009): 76-84.

It contains a lot of discussion.