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