1

I'm quite new to tikz and pgf. I'm plotting Big O time complexities and after looking at enough examples I've been able to create exactly the graphs I want with the exception of the factorial. Simply plotting x! creates this weird stair-step graph. I'd like it to be a smooth curve. I found this question which has an answer of using semilogyaxis. However simply switching to that doesn't help, the factorial graph looks the same. I also tried to do an entirely new plot following the example answer in the question and it did overlay but the factorial graph looked incorrect, I assume it has to do with the logarithmic y axis and I'm not sure how to adjust the coordinates. I just need something like f(x) = x! which should produce a graph like below:

Desired Factorial Graph

Here is an MWE of what I have so far:

\documentclass{article}
\usepackage[margin=0.5in]{geometry}
\usepackage[utf8]{inputenc}

\usepackage{pgfplots} \pgfplotsset{width=10cm,compat=1.9}

\begin{document}

\begin{tikzpicture} \begin{axis}[ grid = major, clip = true, ticks = none, width=0.8\textwidth, height=0.6\textwidth, every axis plot/.append style={very thick}, axis line style = ultra thick, clip mode=individual, restrict y to domain=0:10, restrict x to domain=0:10, axis x line = left, axis y line = left, domain = 0.00:10, xmin = 0, xmax = 11, ymin = 0, ymax = 11, xlabel = n, ylabel = no. of operations, xlabel style = {at={(axis description cs:0.5,-0.1)},anchor=south}, ylabel style = {at={(axis description cs:-0.08,0.5)},anchor=north}, label style = {font=\LARGE\bf}, ] \addplot [ samples=100, color=red, ] {x^2}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(n^2)$}; \addplot [ samples=100, color=blue, ] {x}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(n)$}; \addplot [ samples=100, color=orange, ] {log2 x}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(\log{}n)$}; \addplot [ samples=100, color=black, ] {x*(log2 x)}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(n\log{}n)$}; \addplot [ samples=100, color=magenta, ] {1}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(1)$}; \addplot [ samples=100, color=cyan, ] {x^3}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(n^3)$};

%Creates stair-step like plot \addplot [ samples=100, color=green, ]{x!}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(n!)$}; \end{axis} \end{tikzpicture} \end{document}

Which produces the following plot:

Output of MWE

John
  • 269
  • 2
    The factorial is not wrong -as normal non-extended factorial is only defined for integers. You probably want the Gamma function x! = Γ(x + 1) that is indeed continuous - see https://tex.stackexchange.com/questions/224118/drawing-gamma-function-in-latex – hpekristiansen Nov 09 '20 at 12:57
  • I also came across that question, but I'm couldn't figure out how to merge it with my existing plots. Can you provide an example? – John Nov 09 '20 at 13:17

1 Answers1

3

I recreate the @haver solution from https://tex.stackexchange.com/a/520121/8650 for the Gamma function with OP code - to help people searching for continuous factorial. The real factorial is only defined for integers - see https://en.wikipedia.org/wiki/Factorial . x! = Γ(x + 1)

This solution needs gnuplot and --shell-escape :

\documentclass{article}
\usepackage[margin=0.5in]{geometry}
\usepackage[utf8]{inputenc}

\usepackage{pgfplots} \pgfplotsset{width=10cm,compat=1.9}

\begin{document}

\begin{tikzpicture} \begin{axis}[ grid = major, clip = true, ticks = none, width=0.8\textwidth, height=0.6\textwidth, every axis plot/.append style={very thick}, axis line style = ultra thick, clip mode=individual, restrict y to domain=0:10, restrict x to domain=0:10, axis x line = left, axis y line = left, domain = 0.00:10, xmin = 0, xmax = 11, ymin = 0, ymax = 11, xlabel = n, ylabel = no. of operations, xlabel style = {at={(axis description cs:0.5,-0.1)},anchor=south}, ylabel style = {at={(axis description cs:-0.08,0.5)},anchor=north}, label style = {font=\LARGE\bf}, ] \addplot [ samples=100, color=red, ] {x^2}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(n^2)$}; \addplot [ samples=100, color=blue, ] {x}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(n)$}; \addplot [ samples=100, color=orange, ] {log2 x}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(\log{}n)$}; \addplot [ samples=100, color=black, ] {x*(log2 x)}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(n\log{}n)$}; \addplot [ samples=100, color=magenta, ] {1}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(1)$}; \addplot [ samples=100, color=cyan, ] {x^3}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(n^3)$};

%Creates stair-step like plot \addplot [ samples=100, color=green, ]{x!}node[above,pos=1,style={font=\Large}]{$\mathcal{O}(n!)$};

\addplot [ samples=100, color=green, ] gnuplot{gamma(x+1)} node[above,pos=1,style={font=\Large}]{$\mathcal{O}(n!)$};

\end{axis} \end{tikzpicture} \end{document}

Graph including Gamme(x+1)