How to count points under the curve?Picking points in a plane under a curve given by a listHow to select points from a table that are within some regionSelecting points on either side of a curveApproximating an ornamental curveCount the number of regions made by Lissajous curvePlotting the image of a curve under a flowReducing the number of plotmarkers in listlineplotHow to calculate the control points of a Bézier curve?Plotting the sum of two points on an elliptic curveRegion bounded by the curveRandom points around the given curveFinding Area Under a Curveshowing the grid points on the curve

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How to count points under the curve?


Picking points in a plane under a curve given by a listHow to select points from a table that are within some regionSelecting points on either side of a curveApproximating an ornamental curveCount the number of regions made by Lissajous curvePlotting the image of a curve under a flowReducing the number of plotmarkers in listlineplotHow to calculate the control points of a Bézier curve?Plotting the sum of two points on an elliptic curveRegion bounded by the curveRandom points around the given curveFinding Area Under a Curveshowing the grid points on the curve






.everyoneloves__top-leaderboard:empty,.everyoneloves__mid-leaderboard:empty,.everyoneloves__bot-mid-leaderboard:empty margin-bottom:0;








6












$begingroup$


I need a formula to calculate how many points are there under the curve $y=x$.figure










share|improve this question











$endgroup$













  • $begingroup$
    Some related: (97299), (157149), (181620)...I think there's more, but couldn't find the right search terms.
    $endgroup$
    – Michael E2
    Aug 1 at 20:46

















6












$begingroup$


I need a formula to calculate how many points are there under the curve $y=x$.figure










share|improve this question











$endgroup$













  • $begingroup$
    Some related: (97299), (157149), (181620)...I think there's more, but couldn't find the right search terms.
    $endgroup$
    – Michael E2
    Aug 1 at 20:46













6












6








6





$begingroup$


I need a formula to calculate how many points are there under the curve $y=x$.figure










share|improve this question











$endgroup$




I need a formula to calculate how many points are there under the curve $y=x$.figure







plotting graphics






share|improve this question















share|improve this question













share|improve this question




share|improve this question








edited Aug 2 at 7:43









J. M. is away

100k10 gold badges316 silver badges473 bronze badges




100k10 gold badges316 silver badges473 bronze badges










asked Aug 1 at 13:02









MathMath

313 bronze badges




313 bronze badges














  • $begingroup$
    Some related: (97299), (157149), (181620)...I think there's more, but couldn't find the right search terms.
    $endgroup$
    – Michael E2
    Aug 1 at 20:46
















  • $begingroup$
    Some related: (97299), (157149), (181620)...I think there's more, but couldn't find the right search terms.
    $endgroup$
    – Michael E2
    Aug 1 at 20:46















$begingroup$
Some related: (97299), (157149), (181620)...I think there's more, but couldn't find the right search terms.
$endgroup$
– Michael E2
Aug 1 at 20:46




$begingroup$
Some related: (97299), (157149), (181620)...I think there's more, but couldn't find the right search terms.
$endgroup$
– Michael E2
Aug 1 at 20:46










3 Answers
3






active

oldest

votes


















9












$begingroup$

Try



p = RandomReal[0, 1, 50, 2]
pu=Select[p, #[[2]] < #[[1]] &]
Length[pu] (* number of points yi<xi*)

Show[Plot[x, x, 0, 1], ListPlot[p],ListPlot[pu, PlotStyle -> Red]]


enter image description here






share|improve this answer









$endgroup$










  • 2




    $begingroup$
    One could also use pu = Select[p, Apply[Greater]] in this case. A slower, but generalizable approach would be rmf = RegionMember[ImplicitRegion[y <= x, x, y]]; pu = Select[p, rmf]
    $endgroup$
    – J. M. is away
    Aug 1 at 13:33











  • $begingroup$
    How about if i want to do that in sine curve?
    $endgroup$
    – Math
    Aug 2 at 13:07










  • $begingroup$
    @Math Something like Select[p, #[[2]] <Sin[ #[[1]] ] &]
    $endgroup$
    – Ulrich Neumann
    Aug 2 at 13:13


















9












$begingroup$

p = RandomReal[0, 1, 50, 2]
Count[p, x_, y_ /; y < x]


This is many times more efficient for long lists:



Total[UnitStep[Subtract @@ Transpose[p]]]


Edit:



A few timings under version 12.0 on macos:



p = RandomReal[0, 1, 1000000, 2];
Length[Select[p, #[[2]] < #[[1]] &]] // RepeatedTiming
Count[p, x_, y_ /; y < x] // RepeatedTiming
Total[UnitStep[Subtract @@ Transpose[p]]] // RepeatedTiming



1.31, 499894



0.757, 499894



0.0089, 499894







share|improve this answer











$endgroup$














  • $begingroup$
    Very interesting alternatives. By the way the last one is the slowest (MMA v.11.0.1)
    $endgroup$
    – Ulrich Neumann
    Aug 1 at 14:19










  • $begingroup$
    @UlrichNeumann Really? That is indeed surprising... Unfornately, I cannot test it under v. 11.0.1; I have removed it recently.
    $endgroup$
    – Henrik Schumacher
    Aug 1 at 16:26










  • $begingroup$
    Similar timings under v10.4 and 11.3.
    $endgroup$
    – corey979
    Aug 1 at 16:33






  • 2




    $begingroup$
    @UlrichNeumann That is surprising. What if you try the compiled version Compile[p,_Real,2,Total[UnitStep[p.1,-1]]]?
    $endgroup$
    – Silvia
    Aug 2 at 3:20










  • $begingroup$
    @Silvia Great idea to use Dot! And I am also surprised that Compile makes a difference here.
    $endgroup$
    – Henrik Schumacher
    Aug 2 at 3:21



















8












$begingroup$

You can use RegionMember for this:



reg = RegionMember[ImplicitRegion[y<x, x,y]];

Tally @ reg[p]



False, 23, True, 27




This will not be as fast as Henrik's answer.






share|improve this answer









$endgroup$

















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    3 Answers
    3






    active

    oldest

    votes








    3 Answers
    3






    active

    oldest

    votes









    active

    oldest

    votes






    active

    oldest

    votes









    9












    $begingroup$

    Try



    p = RandomReal[0, 1, 50, 2]
    pu=Select[p, #[[2]] < #[[1]] &]
    Length[pu] (* number of points yi<xi*)

    Show[Plot[x, x, 0, 1], ListPlot[p],ListPlot[pu, PlotStyle -> Red]]


    enter image description here






    share|improve this answer









    $endgroup$










    • 2




      $begingroup$
      One could also use pu = Select[p, Apply[Greater]] in this case. A slower, but generalizable approach would be rmf = RegionMember[ImplicitRegion[y <= x, x, y]]; pu = Select[p, rmf]
      $endgroup$
      – J. M. is away
      Aug 1 at 13:33











    • $begingroup$
      How about if i want to do that in sine curve?
      $endgroup$
      – Math
      Aug 2 at 13:07










    • $begingroup$
      @Math Something like Select[p, #[[2]] <Sin[ #[[1]] ] &]
      $endgroup$
      – Ulrich Neumann
      Aug 2 at 13:13















    9












    $begingroup$

    Try



    p = RandomReal[0, 1, 50, 2]
    pu=Select[p, #[[2]] < #[[1]] &]
    Length[pu] (* number of points yi<xi*)

    Show[Plot[x, x, 0, 1], ListPlot[p],ListPlot[pu, PlotStyle -> Red]]


    enter image description here






    share|improve this answer









    $endgroup$










    • 2




      $begingroup$
      One could also use pu = Select[p, Apply[Greater]] in this case. A slower, but generalizable approach would be rmf = RegionMember[ImplicitRegion[y <= x, x, y]]; pu = Select[p, rmf]
      $endgroup$
      – J. M. is away
      Aug 1 at 13:33











    • $begingroup$
      How about if i want to do that in sine curve?
      $endgroup$
      – Math
      Aug 2 at 13:07










    • $begingroup$
      @Math Something like Select[p, #[[2]] <Sin[ #[[1]] ] &]
      $endgroup$
      – Ulrich Neumann
      Aug 2 at 13:13













    9












    9








    9





    $begingroup$

    Try



    p = RandomReal[0, 1, 50, 2]
    pu=Select[p, #[[2]] < #[[1]] &]
    Length[pu] (* number of points yi<xi*)

    Show[Plot[x, x, 0, 1], ListPlot[p],ListPlot[pu, PlotStyle -> Red]]


    enter image description here






    share|improve this answer









    $endgroup$



    Try



    p = RandomReal[0, 1, 50, 2]
    pu=Select[p, #[[2]] < #[[1]] &]
    Length[pu] (* number of points yi<xi*)

    Show[Plot[x, x, 0, 1], ListPlot[p],ListPlot[pu, PlotStyle -> Red]]


    enter image description here







    share|improve this answer












    share|improve this answer



    share|improve this answer










    answered Aug 1 at 13:17









    Ulrich NeumannUlrich Neumann

    13.5k7 silver badges22 bronze badges




    13.5k7 silver badges22 bronze badges










    • 2




      $begingroup$
      One could also use pu = Select[p, Apply[Greater]] in this case. A slower, but generalizable approach would be rmf = RegionMember[ImplicitRegion[y <= x, x, y]]; pu = Select[p, rmf]
      $endgroup$
      – J. M. is away
      Aug 1 at 13:33











    • $begingroup$
      How about if i want to do that in sine curve?
      $endgroup$
      – Math
      Aug 2 at 13:07










    • $begingroup$
      @Math Something like Select[p, #[[2]] <Sin[ #[[1]] ] &]
      $endgroup$
      – Ulrich Neumann
      Aug 2 at 13:13












    • 2




      $begingroup$
      One could also use pu = Select[p, Apply[Greater]] in this case. A slower, but generalizable approach would be rmf = RegionMember[ImplicitRegion[y <= x, x, y]]; pu = Select[p, rmf]
      $endgroup$
      – J. M. is away
      Aug 1 at 13:33











    • $begingroup$
      How about if i want to do that in sine curve?
      $endgroup$
      – Math
      Aug 2 at 13:07










    • $begingroup$
      @Math Something like Select[p, #[[2]] <Sin[ #[[1]] ] &]
      $endgroup$
      – Ulrich Neumann
      Aug 2 at 13:13







    2




    2




    $begingroup$
    One could also use pu = Select[p, Apply[Greater]] in this case. A slower, but generalizable approach would be rmf = RegionMember[ImplicitRegion[y <= x, x, y]]; pu = Select[p, rmf]
    $endgroup$
    – J. M. is away
    Aug 1 at 13:33





    $begingroup$
    One could also use pu = Select[p, Apply[Greater]] in this case. A slower, but generalizable approach would be rmf = RegionMember[ImplicitRegion[y <= x, x, y]]; pu = Select[p, rmf]
    $endgroup$
    – J. M. is away
    Aug 1 at 13:33













    $begingroup$
    How about if i want to do that in sine curve?
    $endgroup$
    – Math
    Aug 2 at 13:07




    $begingroup$
    How about if i want to do that in sine curve?
    $endgroup$
    – Math
    Aug 2 at 13:07












    $begingroup$
    @Math Something like Select[p, #[[2]] <Sin[ #[[1]] ] &]
    $endgroup$
    – Ulrich Neumann
    Aug 2 at 13:13




    $begingroup$
    @Math Something like Select[p, #[[2]] <Sin[ #[[1]] ] &]
    $endgroup$
    – Ulrich Neumann
    Aug 2 at 13:13













    9












    $begingroup$

    p = RandomReal[0, 1, 50, 2]
    Count[p, x_, y_ /; y < x]


    This is many times more efficient for long lists:



    Total[UnitStep[Subtract @@ Transpose[p]]]


    Edit:



    A few timings under version 12.0 on macos:



    p = RandomReal[0, 1, 1000000, 2];
    Length[Select[p, #[[2]] < #[[1]] &]] // RepeatedTiming
    Count[p, x_, y_ /; y < x] // RepeatedTiming
    Total[UnitStep[Subtract @@ Transpose[p]]] // RepeatedTiming



    1.31, 499894



    0.757, 499894



    0.0089, 499894







    share|improve this answer











    $endgroup$














    • $begingroup$
      Very interesting alternatives. By the way the last one is the slowest (MMA v.11.0.1)
      $endgroup$
      – Ulrich Neumann
      Aug 1 at 14:19










    • $begingroup$
      @UlrichNeumann Really? That is indeed surprising... Unfornately, I cannot test it under v. 11.0.1; I have removed it recently.
      $endgroup$
      – Henrik Schumacher
      Aug 1 at 16:26










    • $begingroup$
      Similar timings under v10.4 and 11.3.
      $endgroup$
      – corey979
      Aug 1 at 16:33






    • 2




      $begingroup$
      @UlrichNeumann That is surprising. What if you try the compiled version Compile[p,_Real,2,Total[UnitStep[p.1,-1]]]?
      $endgroup$
      – Silvia
      Aug 2 at 3:20










    • $begingroup$
      @Silvia Great idea to use Dot! And I am also surprised that Compile makes a difference here.
      $endgroup$
      – Henrik Schumacher
      Aug 2 at 3:21
















    9












    $begingroup$

    p = RandomReal[0, 1, 50, 2]
    Count[p, x_, y_ /; y < x]


    This is many times more efficient for long lists:



    Total[UnitStep[Subtract @@ Transpose[p]]]


    Edit:



    A few timings under version 12.0 on macos:



    p = RandomReal[0, 1, 1000000, 2];
    Length[Select[p, #[[2]] < #[[1]] &]] // RepeatedTiming
    Count[p, x_, y_ /; y < x] // RepeatedTiming
    Total[UnitStep[Subtract @@ Transpose[p]]] // RepeatedTiming



    1.31, 499894



    0.757, 499894



    0.0089, 499894







    share|improve this answer











    $endgroup$














    • $begingroup$
      Very interesting alternatives. By the way the last one is the slowest (MMA v.11.0.1)
      $endgroup$
      – Ulrich Neumann
      Aug 1 at 14:19










    • $begingroup$
      @UlrichNeumann Really? That is indeed surprising... Unfornately, I cannot test it under v. 11.0.1; I have removed it recently.
      $endgroup$
      – Henrik Schumacher
      Aug 1 at 16:26










    • $begingroup$
      Similar timings under v10.4 and 11.3.
      $endgroup$
      – corey979
      Aug 1 at 16:33






    • 2




      $begingroup$
      @UlrichNeumann That is surprising. What if you try the compiled version Compile[p,_Real,2,Total[UnitStep[p.1,-1]]]?
      $endgroup$
      – Silvia
      Aug 2 at 3:20










    • $begingroup$
      @Silvia Great idea to use Dot! And I am also surprised that Compile makes a difference here.
      $endgroup$
      – Henrik Schumacher
      Aug 2 at 3:21














    9












    9








    9





    $begingroup$

    p = RandomReal[0, 1, 50, 2]
    Count[p, x_, y_ /; y < x]


    This is many times more efficient for long lists:



    Total[UnitStep[Subtract @@ Transpose[p]]]


    Edit:



    A few timings under version 12.0 on macos:



    p = RandomReal[0, 1, 1000000, 2];
    Length[Select[p, #[[2]] < #[[1]] &]] // RepeatedTiming
    Count[p, x_, y_ /; y < x] // RepeatedTiming
    Total[UnitStep[Subtract @@ Transpose[p]]] // RepeatedTiming



    1.31, 499894



    0.757, 499894



    0.0089, 499894







    share|improve this answer











    $endgroup$



    p = RandomReal[0, 1, 50, 2]
    Count[p, x_, y_ /; y < x]


    This is many times more efficient for long lists:



    Total[UnitStep[Subtract @@ Transpose[p]]]


    Edit:



    A few timings under version 12.0 on macos:



    p = RandomReal[0, 1, 1000000, 2];
    Length[Select[p, #[[2]] < #[[1]] &]] // RepeatedTiming
    Count[p, x_, y_ /; y < x] // RepeatedTiming
    Total[UnitStep[Subtract @@ Transpose[p]]] // RepeatedTiming



    1.31, 499894



    0.757, 499894



    0.0089, 499894








    share|improve this answer














    share|improve this answer



    share|improve this answer








    edited Aug 1 at 16:24

























    answered Aug 1 at 14:07









    Henrik SchumacherHenrik Schumacher

    67.1k5 gold badges96 silver badges185 bronze badges




    67.1k5 gold badges96 silver badges185 bronze badges














    • $begingroup$
      Very interesting alternatives. By the way the last one is the slowest (MMA v.11.0.1)
      $endgroup$
      – Ulrich Neumann
      Aug 1 at 14:19










    • $begingroup$
      @UlrichNeumann Really? That is indeed surprising... Unfornately, I cannot test it under v. 11.0.1; I have removed it recently.
      $endgroup$
      – Henrik Schumacher
      Aug 1 at 16:26










    • $begingroup$
      Similar timings under v10.4 and 11.3.
      $endgroup$
      – corey979
      Aug 1 at 16:33






    • 2




      $begingroup$
      @UlrichNeumann That is surprising. What if you try the compiled version Compile[p,_Real,2,Total[UnitStep[p.1,-1]]]?
      $endgroup$
      – Silvia
      Aug 2 at 3:20










    • $begingroup$
      @Silvia Great idea to use Dot! And I am also surprised that Compile makes a difference here.
      $endgroup$
      – Henrik Schumacher
      Aug 2 at 3:21

















    • $begingroup$
      Very interesting alternatives. By the way the last one is the slowest (MMA v.11.0.1)
      $endgroup$
      – Ulrich Neumann
      Aug 1 at 14:19










    • $begingroup$
      @UlrichNeumann Really? That is indeed surprising... Unfornately, I cannot test it under v. 11.0.1; I have removed it recently.
      $endgroup$
      – Henrik Schumacher
      Aug 1 at 16:26










    • $begingroup$
      Similar timings under v10.4 and 11.3.
      $endgroup$
      – corey979
      Aug 1 at 16:33






    • 2




      $begingroup$
      @UlrichNeumann That is surprising. What if you try the compiled version Compile[p,_Real,2,Total[UnitStep[p.1,-1]]]?
      $endgroup$
      – Silvia
      Aug 2 at 3:20










    • $begingroup$
      @Silvia Great idea to use Dot! And I am also surprised that Compile makes a difference here.
      $endgroup$
      – Henrik Schumacher
      Aug 2 at 3:21
















    $begingroup$
    Very interesting alternatives. By the way the last one is the slowest (MMA v.11.0.1)
    $endgroup$
    – Ulrich Neumann
    Aug 1 at 14:19




    $begingroup$
    Very interesting alternatives. By the way the last one is the slowest (MMA v.11.0.1)
    $endgroup$
    – Ulrich Neumann
    Aug 1 at 14:19












    $begingroup$
    @UlrichNeumann Really? That is indeed surprising... Unfornately, I cannot test it under v. 11.0.1; I have removed it recently.
    $endgroup$
    – Henrik Schumacher
    Aug 1 at 16:26




    $begingroup$
    @UlrichNeumann Really? That is indeed surprising... Unfornately, I cannot test it under v. 11.0.1; I have removed it recently.
    $endgroup$
    – Henrik Schumacher
    Aug 1 at 16:26












    $begingroup$
    Similar timings under v10.4 and 11.3.
    $endgroup$
    – corey979
    Aug 1 at 16:33




    $begingroup$
    Similar timings under v10.4 and 11.3.
    $endgroup$
    – corey979
    Aug 1 at 16:33




    2




    2




    $begingroup$
    @UlrichNeumann That is surprising. What if you try the compiled version Compile[p,_Real,2,Total[UnitStep[p.1,-1]]]?
    $endgroup$
    – Silvia
    Aug 2 at 3:20




    $begingroup$
    @UlrichNeumann That is surprising. What if you try the compiled version Compile[p,_Real,2,Total[UnitStep[p.1,-1]]]?
    $endgroup$
    – Silvia
    Aug 2 at 3:20












    $begingroup$
    @Silvia Great idea to use Dot! And I am also surprised that Compile makes a difference here.
    $endgroup$
    – Henrik Schumacher
    Aug 2 at 3:21





    $begingroup$
    @Silvia Great idea to use Dot! And I am also surprised that Compile makes a difference here.
    $endgroup$
    – Henrik Schumacher
    Aug 2 at 3:21












    8












    $begingroup$

    You can use RegionMember for this:



    reg = RegionMember[ImplicitRegion[y<x, x,y]];

    Tally @ reg[p]



    False, 23, True, 27




    This will not be as fast as Henrik's answer.






    share|improve this answer









    $endgroup$



















      8












      $begingroup$

      You can use RegionMember for this:



      reg = RegionMember[ImplicitRegion[y<x, x,y]];

      Tally @ reg[p]



      False, 23, True, 27




      This will not be as fast as Henrik's answer.






      share|improve this answer









      $endgroup$

















        8












        8








        8





        $begingroup$

        You can use RegionMember for this:



        reg = RegionMember[ImplicitRegion[y<x, x,y]];

        Tally @ reg[p]



        False, 23, True, 27




        This will not be as fast as Henrik's answer.






        share|improve this answer









        $endgroup$



        You can use RegionMember for this:



        reg = RegionMember[ImplicitRegion[y<x, x,y]];

        Tally @ reg[p]



        False, 23, True, 27




        This will not be as fast as Henrik's answer.







        share|improve this answer












        share|improve this answer



        share|improve this answer










        answered Aug 1 at 15:51









        Carl WollCarl Woll

        89k3 gold badges117 silver badges228 bronze badges




        89k3 gold badges117 silver badges228 bronze badges






























            draft saved

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