Even when using very standard techniques, theoretical chemistry is constantly progressing and sometimes there is not a clear separation between the chemist that develops or implements the tools (theoretical chemist) and the chemist that applies standard techniques to solve relevant chemical problems (computational chemist).
The first section contains a general but likely particular overview of techniques and strategies in theoretical chemistry. In the second, third, fourth and fifth section a deeper explanation of the methods used in this thesis is given. Since most of these methods are well known there will not be a full coverage of these fields. A lot of good books and articles already exist and the original references may be found in there. In particular, for the Quantum Chemistry section I prefer the Pauling's[8], Pilar's[9] and Daudel's[10] books for its fundamental exposition of the problem, and the Jensen's [11] book for a very complete and updated review.
For the optimization section in my opinion there is no book covering all the wide range of methods very deeply.
They may be found in Fletcher's [12], Leach's [13] and Schlick's [14] book.
In the molecular dynamics and statistical simulation section, the Leach's[13] covers
a recent overview of standard techniques and
while Allen-Tildesley's [15] covers the basis of simulation techniques,
McQuarrie's [16] stands for a deeper conceptual and fundamental background on the whole field.