Skip to main content

plotting - How can we plot the complex roots of an equation?


If we'd like to display the $n$ roots of a polynomial on the complex plane as points, how can we do this? For example, if we have the equation $x^3 + x^2 + x + 1$, how can we plot the 3 roots as points in the complex plane?


There's more. We can suppose that we're given a range of the coefficients for an $n$th degree polynomial:


$$f(x) = c_0 x^0 + c_1 x^1 + c_2 x^2 + \dots + c_n x^n$$


Here all $c_k$ values for $0 \le k \le n$ range from $r \le c_k \le s,\, c_k \in \mathbb{Z}$. I'd like to plot all possible roots for all possible polynomials on the same graph, given these constraints. In other words, we're given the parameters $n$, $r$, and $s$. I'd like to plot all possible roots of the polynomials that meet these conditions on the same plot.


One more thing, and this is probably the most important. I'm wondering if we can use a color scheme for the plot. For example, we can use a gray scale, indicating the number of times a root appears. If the same root appears often (i.e. $x=1$), then the root appears dark on the plot. If the same root only appears once, then it should be barely visible. CAN WE DO THIS?



NOTE


I don't want to plot the polynomials -- I just want to plot their roots. I want to make the roots darker the more times they appear, and lighter if they don't appear often.



Answer



You can make plots sort of like this:


enter image description here


Or this:


enter image description here


Or this:


enter image description here


...by taking advantage of Image and Fourier using the following code. The plots will have a brightness proportional to the multiplicity of the root, and you can change the colors, convolution properties, etc., although it doesn't provide axes (you'll have to figure that out yourself).



SetSystemOptions[
"SparseArrayOptions" -> {"TreatRepeatedEntries" -> 1}];
\[Gamma] = 0.12;
\[Beta] = 1.0;
fLor = Compile[{{x, _Integer}, {y, _Integer}}, (\[Gamma]/(\[Gamma] +
x^2 + y^2))^\[Beta], RuntimeAttributes -> {Listable},
CompilationTarget -> "C"];
<< Developer`
$PlotComplexPoints[list_, magnification_, paddingX_, paddingY_,
brightness_] :=

Module[{RePos =
paddingX + 1 + Round[magnification (# - Min[#])] &[Re[list]],
ImPos = paddingY + 1 + Round[magnification (# - Min[#])] &[
Im[list]], sparse, lor, dimX, dimY}, dimX = paddingX + Max[RePos];
dimY = paddingY + Max[ImPos];
Image[(brightness Sqrt[dimX dimY] Abs[
InverseFourier[
Fourier[SparseArray[
Thread[{ImPos, RePos}\[Transpose] ->
ConstantArray[1, Length[list]]], {dimY, dimX}]] Fourier[

RotateRight[
fLor[#[[All, All, 1]], #[[All, All, 2]]] &@
Outer[List, Range[-Floor[dimY/2], Floor[(dimY - 1)/2]],
Range[-Floor[dimX/2], Floor[(dimX - 1)/2]]], {Floor[
dimY/2],
Floor[dimX/2]}]]]])\[TensorProduct]ToPackedArray[{1.0,
0.3, 0.1}], Magnification -> 1]]

You can test it out on a list of 5000 random complex numbers like this:


$PlotComplexPoints[RandomComplex[{-1 - I, 1 + I}, 5000], 300, 20, 20, 10]


which produces this (actual image quality will be slightly better):


enter image description here


Or for a more interesting example, here's a plot of the roots of a random 150-degree polynomial:


expr = Evaluate@Sum[RandomInteger[{1, 10}] #^k, {k, 150}] &;
list = Table[N@Root[expr, k], {k, 150}];
$PlotComplexPoints[list, 320, 20, 20, 140]

enter image description here


which serves to illustrate this MathOverflow question.



Comments

Popular posts from this blog

plotting - How to draw lines between specified dots on ListPlot?

I would like to create a plot where I have unconnected dots and some connected. So far, I have figured out how to draw the dots. My code is the following: ListPlot[{{1, 1}, {2, 2}, {3, 3}, {4, 4}, {1, 4}, {2, 5}, {3, 6}, {4, 7}, {1, 7}, {2, 8}, {3, 9}, {4, 10}, {1, 10}, {2, 11}, {3, 12}, {4,13}, {2.5, 7}}, Ticks -> {{1, 2, 3, 4}, None}, AxesStyle -> Thin, TicksStyle -> Directive[Black, Bold, 12], Mesh -> Full] I have thought using ListLinePlot command, but I don't know how to specify to the command to draw only selected lines between the dots. Do have any suggestions/hints on how to do that? Thank you. Answer One possibility would be to use Epilog with Line : ListPlot[ {{1, 1}, {2, 2}, {3, 3}, {4, 4}, {1, 4}, {2, 5}, {3, 6}, {4, 7}, {1, 7}, {2, 8}, {3, 9}, {4, 10}, {1, 10}, {2, 11}, {3, 12}, {4, 13}, {2.5, 7}}, Ticks -> {{1, 2, 3, 4}, None}, AxesStyle -> Thin, TicksStyle -> Directive[Black, Bold, 12], Mesh -> Full, Epilog -> { Line[ ...

equation solving - Invert and fit implicitly defined curve

I need to fit an implicitly defined curve. I thought I could get some data out of Solve , and then using FindFit . Therefore, I would like to find the relation the parametric curve defined by $F(x,y)=0$: Solve[-(1/2) + 1/2 (0.41202 BesselK[0, 0.1 Sqrt[x^2 + y^2]] + (0.101483 x BesselK[1, 0.1 Sqrt[x^2 + y^2]])/Sqrt[x^2 + y^2]) == 0, y] But I can't get an output: Solve was unable to solve the system with inexact coefficients or the system obtained by direct rationalization of inexact numbers present in the system. Since many of the methods used by Solve require exact input, providing Solve with an exact version of the system may help. >> Edit: In particular, I would like to fit the data coming from the curve with the expression of another curve, and not with a function $f(x)$. In particular, since this clearly looks like a cardioid , I would like it to fit to something like it. What other strategies could I try?

dynamic - How can I make a clickable ArrayPlot that returns input?

I would like to create a dynamic ArrayPlot so that the rectangles, when clicked, provide the input. Can I use ArrayPlot for this? Or is there something else I should have to use? Answer ArrayPlot is much more than just a simple array like Grid : it represents a ranged 2D dataset, and its visualization can be finetuned by options like DataReversed and DataRange . These features make it quite complicated to reproduce the same layout and order with Grid . Here I offer AnnotatedArrayPlot which comes in handy when your dataset is more than just a flat 2D array. The dynamic interface allows highlighting individual cells and possibly interacting with them. AnnotatedArrayPlot works the same way as ArrayPlot and accepts the same options plus Enabled , HighlightCoordinates , HighlightStyle and HighlightElementFunction . data = {{Missing["HasSomeMoreData"], GrayLevel[ 1], {RGBColor[0, 1, 1], RGBColor[0, 0, 1], GrayLevel[1]}, RGBColor[0, 1, 0]}, {GrayLevel[0], GrayLevel...