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    Summary

    Description
    English: Example to demonstrate that the subset property for regular languages is NP-hard. Given a propositional formula in disjunctive normal form in n variables , a corresponding nondeterministic finite automaton A can be constructed such that it accepts the regular language {0,1}n if, and only if, the formula is true for all variable assignments. Therefore, the NP-hard problem of deciding the universal validity of a propositional formula in disjunctive normal form can be reduced to the problem of deciding whether {0,1}nL(A).

    The shown example uses the formula abc+abd+abc+abd+bcd+acd+bcd+acd in n=4 variables. The corresponding automaton A is shown in the upper part of the picture; unlabelled transitions are ε-transitions. Each summand in the formula corresponds to one "row" in the automaton A; e.g. the last one, acd, corresponds to the bottommost row of A; the summand is valid exactly for those variable assignments that correspond to a string from the row's accepted language, i.e. {1101,1001} for this row.

    The language {0,1}n is regular since it is accepted by the the automaton B shown at the lower picture part.

    Date
    Source Own work
    Author Jochen Burghardt
    Other versions File:RegSubsetNP svg.svg
    LaTeX source code
    \documentclass[12pt]{article}
    \setlength{\unitlength}{1mm}
    \usepackage[pdftex]{color}
    \usepackage[paperwidth=140\unitlength,paperheight=195\unitlength]{geometry}
    \setlength{\topmargin}{-36mm}
    \setlength{\textwidth}{140\unitlength}
    \setlength{\textheight}{195\unitlength}
    \setlength{\oddsidemargin}{-23mm}
    \setlength{\parindent}{0cm}
    \pagestyle{empty}
    % colors
    \definecolor{cS}        {rgb}{0.00,0.00,0.40}   % state
    \definecolor{cE}        {rgb}{0.40,0.40,0.40}   % epsilon transition
    \definecolor{cO}        {rgb}{0.40,0.00,0.00}   % 0 transition
    \definecolor{cI}        {rgb}{0.00,0.40,0.00}   % 1 transition
    
    \begin{document}
    \begin{picture}(135,190)
    % start state
    \thicklines
    \textcolor{cS}{\put(0.000,100.000){\vector(1,0){5}}}%
    \textcolor{cS}{\put(6.000,100.000){\circle*{2.000}}}%
    % eps-transitions to disjoints
    \textcolor{cE}{\put(6.000,100.000){\vector(1,4){20.000}}}%
    \textcolor{cE}{\put(6.000,100.000){\vector(1,3){20.000}}}%
    \textcolor{cE}{\put(6.000,100.000){\vector(1,2){20.000}}}%
    \textcolor{cE}{\put(6.000,100.000){\vector(1,1){20.000}}}%
    \textcolor{cE}{\put(6.000,100.000){\vector(1,0){20.000}}}%
    \textcolor{cE}{\put(6.000,100.000){\vector(1,-1){20.000}}}%
    \textcolor{cE}{\put(6.000,100.000){\vector(1,-2){20.000}}}%
    \textcolor{cE}{\put(6.000,100.000){\vector(1,-3){20.000}}}%
    \textcolor{cS}{\put(27.000,180.000){\circle*{2.000}}}%
    \textcolor{cS}{\put(27.000,160.000){\circle*{2.000}}}%
    \textcolor{cS}{\put(27.000,140.000){\circle*{2.000}}}%
    \textcolor{cS}{\put(27.000,120.000){\circle*{2.000}}}%
    \textcolor{cS}{\put(27.000,100.000){\circle*{2.000}}}%
    \textcolor{cS}{\put(27.000,80.000){\circle*{2.000}}}%
    \textcolor{cS}{\put(27.000,60.000){\circle*{2.000}}}%
    \textcolor{cS}{\put(27.000,40.000){\circle*{2.000}}}%
    
    % disjoint a b c
    \textcolor{cI}{\put(27.000,180.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(37.000,183.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(37.000,184.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(47.000,180.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(48.000,180.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(58.000,183.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(58.000,184.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(68.000,180.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(69.000,180.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(79.000,183.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(79.000,184.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(89.000,180.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(90.000,180.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(100.000,183.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(100.000,184.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(90.000,179.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(100.000,177.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(100.000,176.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(110.000,180.000){\circle*{2.000}}}%
    % disjoint a \b \d
    \textcolor{cI}{\put(27.000,160.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(37.000,163.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(37.000,164.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(47.000,160.000){\circle*{2.000}}}%
    %
    \textcolor{cO}{\put(48.000,159.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(58.000,157.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(58.000,156.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(68.000,160.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(69.000,160.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(79.000,163.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(79.000,164.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(69.000,159.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(79.000,157.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(79.000,156.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(89.000,160.000){\circle*{2.000}}}%
    %
    \textcolor{cO}{\put(90.000,159.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(100.000,157.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(100.000,156.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(110.000,160.000){\circle*{2.000}}}%
    % disjoint \a \b \c
    \textcolor{cO}{\put(27.000,139.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(37.000,137.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(37.000,136.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(47.000,140.000){\circle*{2.000}}}%
    %
    \textcolor{cO}{\put(48.000,139.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(58.000,137.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(58.000,136.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(68.000,140.000){\circle*{2.000}}}%
    %
    \textcolor{cO}{\put(69.000,139.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(79.000,137.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(79.000,136.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(89.000,140.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(90.000,140.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(100.000,143.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(100.000,144.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(90.000,139.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(100.000,137.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(100.000,136.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(110.000,140.000){\circle*{2.000}}}%
    % disjoint \a b d
    \textcolor{cO}{\put(27.000,119.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(37.000,117.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(37.000,116.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(47.000,120.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(48.000,120.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(58.000,123.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(58.000,124.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(68.000,120.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(69.000,120.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(79.000,123.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(79.000,124.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(69.000,119.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(79.000,117.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(79.000,116.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(89.000,120.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(90.000,120.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(100.000,123.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(100.000,124.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(110.000,120.000){\circle*{2.000}}}%
    % disjoint \b c d
    \textcolor{cI}{\put(27.000,100.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(37.000,103.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(37.000,104.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(27.000,99.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(37.000,97.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(37.000,96.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(47.000,100.000){\circle*{2.000}}}%
    %
    \textcolor{cO}{\put(48.000,99.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(58.000,97.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(58.000,96.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(68.000,100.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(69.000,100.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(79.000,103.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(79.000,104.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(89.000,100.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(90.000,100.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(100.000,103.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(100.000,104.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(110.000,100.000){\circle*{2.000}}}%
    % disjoint \a c \d
    \textcolor{cO}{\put(27.000,79.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(37.000,77.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(37.000,76.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(47.000,80.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(48.000,80.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(58.000,83.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(58.000,84.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(48.000,79.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(58.000,77.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(58.000,76.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(68.000,80.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(69.000,80.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(79.000,83.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(79.000,84.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(89.000,80.000){\circle*{2.000}}}%
    %
    \textcolor{cO}{\put(90.000,79.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(100.000,77.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(100.000,76.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(110.000,80.000){\circle*{2.000}}}%
    % disjoint b \c \d
    \textcolor{cI}{\put(27.000,60.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(37.000,63.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(37.000,64.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(27.000,59.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(37.000,57.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(37.000,56.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(47.000,60.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(48.000,60.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(58.000,63.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(58.000,64.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(68.000,60.000){\circle*{2.000}}}%
    %
    \textcolor{cO}{\put(69.000,59.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(79.000,57.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(79.000,56.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(89.000,60.000){\circle*{2.000}}}%
    %
    \textcolor{cO}{\put(90.000,59.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(100.000,57.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(100.000,56.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(110.000,60.000){\circle*{2.000}}}%
    % disjoint a \c d
    \textcolor{cI}{\put(27.000,40.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(37.000,43.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(37.000,44.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(47.000,40.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(48.000,40.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(58.000,43.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(58.000,44.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(48.000,39.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(58.000,37.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(58.000,36.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(68.000,40.000){\circle*{2.000}}}%
    %
    \textcolor{cO}{\put(69.000,39.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(79.000,37.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(79.000,36.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(89.000,40.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(90.000,40.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(100.000,43.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(100.000,44.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cS}{\put(110.000,40.000){\circle*{2.000}}}%
    
    % eps-transitions from disjoints
    \textcolor{cE}{\put(111.000,180.000){\vector(1,-4){19.800}}}%
    \textcolor{cE}{\put(111.000,160.000){\vector(1,-3){19.800}}}%
    \textcolor{cE}{\put(111.000,140.000){\vector(1,-2){19.700}}}%
    \textcolor{cE}{\put(111.000,120.000){\vector(1,-1){19.600}}}%
    \textcolor{cE}{\put(111.000,100.000){\vector(1,0){19.500}}}%
    \textcolor{cE}{\put(111.000,80.000){\vector(1,1){19.600}}}%
    \textcolor{cE}{\put(111.000,60.000){\vector(1,2){19.700}}}%
    \textcolor{cE}{\put(111.000,40.000){\vector(1,3){19.800}}}%
    % final state
    \textcolor{cS}{\put(132.000,100.000){\circle*{2.000}}}%
    \textcolor{cS}{\put(132.000,100.000){\circle{3.000}}}%
    
    % full language
    \textcolor{cS}{\put(21.000,7.000){\vector(1,0){5.000}}}%
    \textcolor{cS}{\put(27.000,7.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(27.000,7.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(37.000,10.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(37.000,11.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(27.000,6.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(37.000,4.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(37.000,3.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(47.000,7.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(48.000,7.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(58.000,10.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(58.000,11.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(48.000,6.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(58.000,4.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(58.000,3.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(68.000,7.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(69.000,7.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(79.000,10.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(79.000,11.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(69.000,6.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(79.000,4.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(79.000,3.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(89.000,7.000){\circle*{2.000}}}%
    %
    \textcolor{cI}{\put(90.000,7.500){\line(4,1){10.000}}}%
    \textcolor{cI}{\put(100.000,10.000){\vector(4,-1){10.000}}}%
    \textcolor{cI}{\put(100.000,11.000){\makebox(0.000,0.000)[b]{$1$}}}%
    \textcolor{cO}{\put(90.000,6.500){\line(4,-1){10.000}}}%
    \textcolor{cO}{\put(100.000,4.000){\vector(4,1){10.000}}}%
    \textcolor{cO}{\put(100.000,3.000){\makebox(0.000,0.000)[t]{$0$}}}%
    \textcolor{cS}{\put(111.000,7.000){\circle*{2.000}}}%
    \textcolor{cS}{\put(111.000,7.000){\circle{3.000}}}%
    \end{picture}
    \end{document}
    

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