bachelor_thesis/latex/tex/monte-carlo.tex
2020-06-07 18:49:05 +02:00

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\chapter{Survey of Elementary Monte Carlo Methods}%
\label{chap:mc}
Monte Carlo methods for multidimensional integration and sampling of
probability distributions are central tools of modern particle
physics. Therefore some simple methods and algorithms are being
studied and implemented here and will be applied to the results from
\cref{chap:qqgg}. The \verb|python| code for the implementation can be
found as described in \cref{sec:source}. The sampling and integration
intervals, as well as other parameters have been chosen as in
\cref{sec:compsher} been chosen, so that \result{xs/python/eta} and
\result{xs/python/ecm}. This chapter is based on the
appendix~\cite{buckley:2011ge} and supplants that source with some
derivations and more methods like the \vegas~\cite{Lepage:19781an}
algorithm.