final version

README.md

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-# ShfitedPowGMRES
+# Documentation
 
 > Report of the project: [view](https://github.com/lukefleed/ShfitedPowGMRES/blob/main/tex/main.pdf) / [download](https://github.com/lukefleed/ShfitedPowGMRES/raw/main/tex/main.pdf)
 

tex/main.tex

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-\title{Shifted Power-GMRES method for solving PageRank with multiple damping factors}
+\title{Methods for solving PageRank with multiple damping factors}
 \author{Luca Lombardo}
 \date{}
 
@@ -49,7 +49,7 @@
 \maketitle
 
 \begin{abstract}
-    \noindent In the years following its publication in 1998, the PageRank model has been studied deeply to be extended to different forms and applications. The aim of this project is the implementation of a modified version of the Power method to solve the PageRank problem with multiple damping factors as proposed in \cite{SHEN2022126799}. At the end, will be proposed an algorithm to solve the PageRank problem with multiple damping factors using the Shifted Power-GMRES method. This last one, has not been fully implemented yet, so the numerical results are not presented.
+    \noindent Since its publication in 1998, the PageRank model has undergone extensive study and has been adapted for various forms and applications. The goal of this project is to implement a modified version of the Power method for solving the PageRank problem with multiple damping factors, as proposed in \cite{SHEN2022126799}. An algorithm for solving the PageRank problem with multiple damping factors using the Shifted \texttt{GMRES} method will also be proposed, although this has not yet been fully implemented and therefore no numerical results are presented.
 \end{abstract}
 
 \tableofcontents