From 36fb90f69e28c8fec1e67bdc468a792f69114539 Mon Sep 17 00:00:00 2001 From: Mart Lubbers Date: Tue, 6 Jan 2015 10:02:47 +0100 Subject: [PATCH] explanations added --- report/ass2-1.tex | 40 +++++++++++++++++++++++++++++++--------- report/d1.dot | 5 ++--- 2 files changed, 33 insertions(+), 12 deletions(-) diff --git a/report/ass2-1.tex b/report/ass2-1.tex index 964ec1e..4ae080f 100644 --- a/report/ass2-1.tex +++ b/report/ass2-1.tex @@ -6,17 +6,33 @@ \includegraphics[scale=0.5]{d1.eps} \end{figure} -\strut\\ +We introduced a \textit{Noisy OR} to represent the causal independence of +\textit{Burglar} and \textit{Earthquake} on Alarm. Probabilities for the causes +of the alarm are calculated using days, in practice this means that the +smallest discrete time interval is one day. The calculation for the probability +of a burglar is then calculated with the following formula(taking leap years +into account and assuming a standard gregorian calendar). +$$\frac{1}{365 + 0.25 - 0.01 - 0.0025}=\frac{1}{365.2425}$$ + +This gives the following probability distributions\\ \begin{tabular}{|l|ll|} \hline - & \multicolumn{2}{c|}{Radio}\\ - Earthquake & T & F\\ + & \multicolumn{2}{c|}{Earthquake}\\ \hline - T & $0.9998$ & $0.0002$\\ - F & $0.0002$ & $0.9998$\\ + T & $0.0027$ & $0.9972$ \\ + F & $0.9973$ & $0.0027$\\ \hline \end{tabular} % +\begin{tabular}{|l|ll|} + \hline + & \multicolumn{2}{c|}{Burglar}\\ + \hline + T & $0.0027$ & $0.9973$ \\ + F & $0.9973$ & $0.0027$\\ + \hline +\end{tabular} + \begin{tabular}{|l|ll|} \hline & \multicolumn{2}{c|}{$I_1$}\\ @@ -26,7 +42,6 @@ F & $0$ & $1$\\ \hline \end{tabular} -% \begin{tabular}{|l|ll|} \hline & \multicolumn{2}{c|}{$I_2$}\\ @@ -36,7 +51,6 @@ F & $0$ & $1$\\ \hline \end{tabular} -% \begin{tabular}{|ll|ll|} \hline && \multicolumn{2}{c|}{Burglar}\\ @@ -48,7 +62,7 @@ F & F & $0$ & $1$\\ \hline \end{tabular} -% + \begin{tabular}{|l|ll|} \hline & \multicolumn{2}{c|}{Watson}\\ @@ -58,7 +72,6 @@ F & $0.4$ & $0.6$\\ \hline \end{tabular} -% \begin{tabular}{|l|ll|} \hline & \multicolumn{2}{c|}{Gibbons}\\ @@ -68,3 +81,12 @@ F & $0.04$ & $0.96$\\ \hline \end{tabular} +\begin{tabular}{|l|ll|} + \hline + & \multicolumn{2}{c|}{Radio}\\ + Earthquake & T & F\\ + \hline + T & $0.9998$ & $0.0002$\\ + F & $0.0002$ & $0.9998$\\ + \hline +\end{tabular} diff --git a/report/d1.dot b/report/d1.dot index 29cf034..5d45301 100644 --- a/report/d1.dot +++ b/report/d1.dot @@ -3,16 +3,15 @@ digraph { i2 [label=2>] n [shape=plaintext label="Noisy OR"] n -> alarm [style=invis] - newscast [label="Newcast calls"] gibbons [label="Gibbons calls"] watson [label="Watson calls"] + newscast [rank=max label="Newcast calls"] earthquake -> i1 burglar -> i2 i1 -> alarm i2 -> alarm - earthquake -> newscast - alarm -> watson alarm -> gibbons + earthquake -> newscast } -- 2.20.1