You cannot select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.

71 lines
1.8 KiB
TeX

\documentclass[11pt]{article}
\usepackage[margin=1.2in]{geometry}
\usepackage[utf8]{inputenc}
\usepackage[english]{babel}
\usepackage[T1]{fontenc}
\usepackage{fourier}
\usepackage{amsthm}
\usepackage{amssymb}
\usepackage{amsmath}
\usepackage{amsfonts}
\usepackage{latexsym}
\usepackage{graphicx}
\usepackage{float}
\usepackage{etoolbox}
\usepackage{hyperref}
\usepackage{tikz}
\usepackage{lipsum}
\usepackage{algorithm}
\usepackage{algpseudocode}
\usepackage{mathtools}
\usepackage{nccmath}
\usepackage[most]{tcolorbox}
\newtcolorbox[auto counter]{problem}[1][]{%
enhanced,
breakable,
colback=white,
colbacktitle=white,
coltitle=black,
fonttitle=\bfseries,
boxrule=.6pt,
titlerule=.2pt,
toptitle=3pt,
bottomtitle=3pt,
title=GitHub repository of this project}
\newcommand{\R}{\mathbb{R}}
\newcommand{\N}{\mathbb{N}}
\newcommand{\Z}{\mathbb{Z}}
\newcommand{\Q}{\mathbb{Q}}
\newcommand{\C}{\mathbb{C}}
% add counters
\title{Methods for solving PageRank with multiple damping factors}
\author{Luca Lombardo}
\date{}
\begin{document}
\maketitle
\begin{abstract}
\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
\clearpage
\include{intro.tex}
\include{shifted.tex}
\include{shift_GMRES.tex}
\include{num.tex}
\clearpage
\bibliographystyle{unsrt}
\bibliography{ref}
\nocite{*}
\end{document}