diff --git a/thesis/tex/Chapter/alg_overview.tex b/thesis/tex/Chapter/alg_overview.tex
new file mode 100644
index 0000000000000000000000000000000000000000..9e9959a416fe0fecb6d0b11825e0c78341737c30
--- /dev/null
+++ b/thesis/tex/Chapter/alg_overview.tex
@@ -0,0 +1,28 @@
+\tikzstyle{block} = [rectangle, draw, fill=blue!20, 
+    text width=5em, text centered, rounded corners, minimum height=4em]
+\tikzstyle{line} = [draw, -latex']
+
+\begin{figure}
+
+\begin{tikzpicture}[node distance = 1cm]
+    \node [block] (datamodel) {Data Modeling};
+    \node [block, left=  of datamodel] (input) {Input};
+    \node [block, below= of datamodel] (reduce) {Reduction Rules};
+    \node [block, below right = of reduce] (solveILP) {ILP Solver};
+    \node [block, below left = of reduce] (solveHeuristic) {Heuristic Solver};
+    \node [block, below right= of solveHeuristic] (output) {Generate Output};
+
+	\path [line] (input) -- (datamodel);
+    \path [line] (datamodel) -- (reduce);
+		\path [line] (reduce) -- (solveILP);
+		\path [line] (reduce) -- (solveHeuristic);
+	\path [line] (solveILP) -- (output);
+	\path [line] (solveHeuristic) -- (output);
+
+	 
+\end{tikzpicture}
+
+	\caption{Overview of the Yoshiko Algorithm}  \label{algOverview}
+
+
+\end{figure}
diff --git a/thesis/tex/Thesis.pdf b/thesis/tex/Thesis.pdf
index 5bedb831aec3862fe4aaaf5bcfe99681ba19e901..8b7d4e4b7f208df91a6ace87dd5a70902e74b0ed 100644
Binary files a/thesis/tex/Thesis.pdf and b/thesis/tex/Thesis.pdf differ
diff --git a/thesis/tex/Thesis.tex b/thesis/tex/Thesis.tex
index b43458736c8a738c746833bd27e8748eba287b99..dab8775714ea73e212cce27f0be17a9da47a05c4 100644
--- a/thesis/tex/Thesis.tex
+++ b/thesis/tex/Thesis.tex
@@ -7,6 +7,12 @@
 \usepackage{amssymb}
 \usepackage{abstract}
 \usepackage{hyperref}
+\usepackage{graphicx}
+\usepackage{tikz}
+\usepackage{verbatim}
+
+\usetikzlibrary{shapes,arrows}
+\usetikzlibrary{positioning}
 
 \hypersetup{
     linktoc=all
@@ -37,6 +43,7 @@
 \section{The Yoshiko-App for Cytoscape}
 	\subsection{Technical Details}
 	\subsection{Algorithm}
+		\input{Chapter/alg_overview}
 		\subsubsection{Data Modeling}
 			\paragraph{Theory}
 			\input{Chapter/dm_theory}