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\documentclass [tikz] { standalone}
\usepackage { physics}
\usetikzlibrary { arrows.meta}
\begin { document}
\begin { tikzpicture} []
% frame
\draw [-,thick] (0,0) -- (5.5,0);
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\draw [-,dash pattern=on 20pt off 2pt on 2pt off 2pt on 2pt off 2pt on 2pt off 2pt on 2pt off 2pt on 20pt,thick] (5,0) -- (7,0);
\draw [->,thick] (6.5,0) -- (8,0) node[anchor=west]{ $ \text { time } = N \tau $ } ;
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\draw [->,thick] (0,0) node[anchor=north ]{ $ 0 $ } -- (0,4) node[anchor=north east]{ states} ;
% vertical lines
\draw [-] (1,0) node[anchor=north]{ $ 1 $ } -- (1,4);
\draw [-] (2,0) node[anchor=north]{ $ 2 $ } -- (2,4);
\draw [-] (3,0) node[anchor=north]{ $ 3 $ } -- (3,4);
\draw [-] (4,0) node[anchor=north]{ $ 4 $ } -- (4,4);
\draw [-] (5,0) node[anchor=north]{ $ 5 $ } -- (5,4);
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\draw [-] (7,0) node[anchor=north]{ $ N = \infty $ } -- (7,4);
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% initial and final states
\draw [] (0,2) node[anchor=east]{ $ \ket { i _ 0 } $ } ;
\draw [] (7,3) node[anchor=west]{ $ \ket { i } $ } ;
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\draw [] (8,2.5) node[anchor=west]{ $ \displaystyle \ket { \Phi _ 0 } = \sum _ i c _ i \ket { i } $ } ;
\draw [] (8,1.5) node[anchor=west]{ $ \displaystyle c _ i \sim \sum _ { \substack { \text { all paths } \\ \text { ending at $ \ket { i} $ } } } \prod _ { k } ^ { \infty } T _ { i _ k i _ { k + 1 } } $ } ;
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% paths
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\draw [thick,magenta] (0,2) node{ $ \bullet $ } -- (1,3) node{ $ \bullet $ } -- (2,2) node{ $ \bullet $ } -- (3,3) node{ $ \bullet $ } -- (4,3.5) node{ $ \bullet $ } -- (5,3.75) node{ $ \bullet $ } ;% -- (7,3) node{$\bullet$};
\draw [thick,red] (0,2) node{ $ \bullet $ } -- (1,2) node{ $ \bullet $ } -- (2,2) node{ $ \bullet $ } -- (3,1.5) node{ $ \bullet $ } -- (4,3) node{ $ \bullet $ } -- (5,3) node{ $ \bullet $ } ;% -- (7,3) node{$\bullet$};
\draw [thick,green] (0,2) node{ $ \bullet $ } -- (1,1) node{ $ \bullet $ } -- (2,2) node{ $ \bullet $ } -- (3,2.5) node{ $ \bullet $ } -- (4,2.5) node{ $ \bullet $ } -- (5,2) node{ $ \bullet $ } ;% -- (7,3) node{$\bullet$};
\draw [thick,blue] (0,2) node{ $ \bullet $ } -- (1,0.25) node{ $ \bullet $ } -- (2,1) node{ $ \bullet $ } -- (3,1) node{ $ \bullet $ } -- (4,2) node{ $ \bullet $ } -- (5,1) node{ $ \bullet $ } ;% -- (7,3) node{$\bullet$};
\draw [thick,magenta,dash pattern=on 22pt off 2pt on 2pt off 2pt on 2pt off 2pt on 2pt off 2pt on 2pt off 2pt on 22pt] (5,3.75) node{ $ \bullet $ } -- (7,3) node{ $ \bullet $ } ;
\draw [thick,red,dash pattern=on 20pt off 2pt on 2pt off 2pt on 2pt off 2pt on 2pt off 2pt on 2pt off 2pt on 20pt] (5,3) node{ $ \bullet $ } -- (7,3) node{ $ \bullet $ } ;
\draw [thick,green,dash pattern=on 25pt off 2pt on 2pt off 2pt on 2pt off 2pt on 2pt off 2pt on 2pt off 2pt on 25pt] (5,2) node{ $ \bullet $ } -- (7,3) node{ $ \bullet $ } ;
\draw [thick,blue,dash pattern=on 30pt off 2pt on 2pt off 2pt on 2pt off 2pt on 2pt off 2pt on 2pt off 2pt on 30pt] (5,1) node{ $ \bullet $ } -- (7,3) node{ $ \bullet $ } ;
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\end { tikzpicture}
\end { document}