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1 \documentclass{ita}
2 \usepackage{graphicx}
3 \usepackage{caption}
4 \usepackage{subcaption}
5
6 \usepackage{dsfont}
7 \usepackage{stmaryrd}
8 %\usepackage[font=footnotesize]{subfig}
9 \usepackage{ifthen}
10 \usepackage{color}
11 \usepackage{algorithm2e}
12 \usepackage{epstopdf}
13 %\usepackage{ntheorem}
14
15 \usepackage[utf8]{inputenc}
16 \usepackage[T1]{fontenc} 
17 \usepackage[english]{babel}
18 \usepackage{amsmath,amssymb,latexsym,eufrak,euscript}
19 \usepackage{pstricks,pst-node,pst-coil}
20
21
22 \usepackage{url,tikz}
23 \usepackage{pgflibrarysnakes}
24
25 \usepackage{multicol}
26
27 \usetikzlibrary{arrows}
28 \usetikzlibrary{automata}
29 \usetikzlibrary{snakes}
30 \usetikzlibrary{shapes}
31
32
33 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
34 % Définitions personnelles
35 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
36
37 \definecolor{bleuclair}{rgb}{0.75,0.75,1.0}
38 \newcommand{\ANNOT}[1]{
39   ~\linebreak
40   \centerline{
41     {\Huge{\danger}}
42     \large\fcolorbox{black}{bleuclair}{
43       \begin{minipage}[h]{.8\linewidth}
44         #1
45       \end{minipage}
46     }
47     {\Huge{\danger}}
48   }
49 }
50
51
52
53 \newcommand {\tv}[1] {\lVert #1 \rVert_{\rm TV}}
54 \def \top {1.8}
55 \def \topt {2.3}
56 \def \P {\mathbb{P}}
57 \def \ov {\overline}
58 \def \ts {\tau_{\rm stop}}
59
60
61 \newtheorem{Def}{Definition}
62 %\newtheorem{Lemma}{\underline{Lemma}}
63 \newtheorem{Theo}{Theorem}
64 \newtheorem{Corollary}{Corollary}
65 \newtheorem{Lemma}{Lemma}
66 \newtheorem{proposition}{Proposition}
67 \newtheorem*{xpl}{Running Example}
68
69 \newcommand{\vectornorm}[1]{\ensuremath{\left|\left|#1\right|\right|_2}}
70 %\newcommand{\ie}{\textit{i.e.}}
71 \newcommand{\Nats}[0]{\ensuremath{\mathbb{N}}}
72 \newcommand{\R}[0]{\ensuremath{\mathbb{R}}}
73 \newcommand{\Z}[0]{\ensuremath{\mathbb{Z}}}
74 \newcommand{\Bool}[0]{\ensuremath{\mathds{B}}}
75 \newcommand{\rel}[0]{\ensuremath{{\mathcal{R}}}}
76 \newcommand{\Gall}[0]{\ensuremath{\mathcal{G}}}
77
78
79 \newcommand{\JFC}[1]{\begin{color}{green}\textit{#1}\end{color}}
80 \newcommand{\CG}[1]{\begin{color}{blue}\textit{}\end{color}}
81 \newcommand{\og}[0]{``}
82 \newcommand{\fg}[1]{''}
83
84
85
86
87
88
89 \title{Random Walk in a N-cube Without Hamiltonian Cycle 
90   to Chaotic Pseudorandom Number Generation: Theoretical and Practical 
91   Considerations}
92
93 \begin{document}
94
95 \author{Jean-François Couchot, Christophe Guyeux, Pierre-Cyrille Heam}
96 \address{FEMTO-ST Institute, University of Franche-Comté, Belfort, France}
97
98 \keywords{Pseudorandom Number Generator, Theory of Chaos, Markov Matrice, Hamiltonian Path, Mixing Time, Stopping Time, Statistical Test}
99
100 \subjclass{34C28, 37A25,11K45}
101
102 \begin{abstract}
103 This paper is dedicated to the design of chaotic random generators
104 and extends previous works proposed by some of the authors.
105 We propose a theoretical framework proving both the chaotic properties and
106 that the limit distribution is uniform.
107 A theoretical bound on the stationary time is given and
108 practical experiments show that the generators successfully pass
109 the classical statistical tests.
110 \end{abstract}
111
112 \maketitle
113
114 \section{Introduction}
115 \input{intro}
116
117  \section{\uppercase{Preliminaries}}\label{sec:preliminaries}
118 \input{preliminaries}
119
120 \section{Proof Of Chaos}\label{sec:proofOfChaos}
121 \input{chaos}
122
123 \section{Functions with Strongly Connected $\Gamma_{\{b\}}(f)$}\label{sec:SCCfunc}
124 \input{generating}
125
126 \section{Stopping Time}\label{sec:hypercube}
127 \input{stopping}
128
129 \section{Experiments}\label{sec:prng}
130 \input{prng}
131
132
133
134 \section{Conclusion}
135 \input{conclusion}
136
137 %\acknowledgements{...}
138
139 \bibliographystyle{alpha}
140 \bibliography{biblio}
141
142 \end{document}