{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "##
Visualizing complex-valued functions with Matplotlib and Mayavi
Domain coloring method
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The study of complex-valued functions is a difficult chapter of mathematics for most students.\n", "Usually textbooks do not show up any figure to visualize in some way such functions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When studying real functions of one or two variables, an intuitive grasp of some properties one acquires looking at their graphs.\n", "Unlike real functions of one or two variables, whose graphs are curves in $\\mathbb{R}^2$, respectively\n", " surfaces in $\\mathbb{R}^3$, the graph of a complex function, $f:\\mathbb{C}\\to\\mathbb{C}$, lies in $\\mathbb{R}^4$. \n", "Visualization in four dimensions is a difficult task and the method employed depends on the \"geometry\" of the object to be visualized.\n", "\n", "Fortunately, the development of cylindrical color models, such as [HSL and HSV](http://en.wikipedia.org/wiki/HSL_and_HSV), and the possibility to express the values $f(z)$ of a complex function in polar coordinates, $f(z)=|f(z)|\\exp(i \\arg(f(z))$, led to the design of a fruitful technique of visualization of the values of a complex function through a color-coding method. This method is called domain coloring. \n", "\n", "A list of references dedicated to visualization of complex functions, as well as of the software implementations of different methods of visualization can be found in [Notices of AMS](http://www.ams.org/notices/201106/rtx110600768p.pdf) and on [Hans Lundmark's complex analysis pages](http://users.mai.liu.se/hanlu09/complex/).\n", "\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to understand the basic idea behind domain coloring we describe the RGB and HSV color model." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### RGB and HSV color model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The RGB (Red, Green, Blue) is the basic color space. Its geometrical model is the unit cube. Each color is represented as a triple $(r,g,b)$ of real numbers in $[0,1]$, where $r,g,b $ are quantities \n", "of the primary colors (red, green and blue) contained by that color. \n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "Image(url='http://www.blackice.com/images/RGB_Cube.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Computers treat colors in RGB format. However in applications it is much more appropriate to use the HSV color model, because colors in this space are specified in the same way the humans perceive the color, namely giving the hue, saturation and brightness.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(filename='Imags/HSV.png')# a resized image of this one\n", " #http://en.wikipedia.org/wiki/File:HSV_color_solid_cylinder_alpha_lowgamma.png" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The HSV model is represented by a solid cylinder having the radius $1$, and height 1. $H$ is the hue, $S$, saturation, and $V$ represents the brightness.\n", "\n", "Sectioning this cylinder with a plane perpendicular to its vertical axis, at the height $V=v$, one gets a color wheel whose complex parameterization is\n", " $z=Se^{2\\pi i H}$.\n", "\n", "As hue $H$ varies from 0 to 1, the corresponding colors vary in this color wheel such that at $2\\pi H$, with $H\\in\\{0, 1/6, 1/3, 1/2, 2/3, 5/6, 1\\}$ are located respectively the colors red, yellow, green, cyan, blue, magenta, and red again (see the next image).\n", "\n", "Saturation represents the purity of colors. For $S=1$ all colors are pure (do not contain white). As $S$ decreases the colors look more fade.\n", "\n", "The brightness increases from zero to 1. At $V=0$, all colours look dark.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The images below illustrate the color wheels of brightness $V=1$, respectively $V=0.5$.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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\n", "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(filename='Imags/ColorWheelV1.jpg') " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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\n", "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(filename='Imags/ColorWheelV05.jpg')" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from matplotlib.colors import hsv_to_rgb" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us get new insights into the HSV model. \n", "\n", "In order to see how the color brightness varies in a cylindrical surface of constant saturation, we generate the colors\n", "in a rectangle obtained by cutting that cylindrical surface along the generatrice of angular coordinate, $H=0$:" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.rcParams['figure.figsize'] = 10, 6\n", "sat = [1.0, 0.85, 0.5, 0.25]\n", "svals = ['S=1', 'S=0.85', 'S=0.5', 'S=0.25']\n", "for k, s in zip(range(4), sat):\n", " V, H = np.mgrid[0:1:200j, 0:1:200j]\n", " S = s * np.ones(H.shape) \n", " HSV = np.dstack((H, S, V))\n", " RGB = hsv_to_rgb(HSV)\n", " plt.subplot(2,2,k+1)\n", " plt.imshow(RGB, origin=\"lower\", extent=[0, 1, 0, 1])\n", " plt.xticks([0, 1/6, 1/3, 1/2, 2/3, 5/6, 1],\n", " ['$0$', r'$\\frac{1}{6}$', r'$\\frac{1}{3}$', r'$\\frac{1}{2}$', r'$\\frac{2}{3}$',\n", " r'$\\frac{5}{6}$', '$1$'])\n", " plt.xlabel(\"$H$\")\n", " plt.ylabel(\"$V$\")\n", " plt.title(svals[k])\n", "plt.tight_layout() " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These images suggest that the points of a subset $D$ of the complex plane can be encoded\n", "by the colors in a rectangle of constant saturation, $S=s_0\\in[0,1]$. Namely, to each $z\\in D$ one associates the triple $(h, s_0, v)$ in the HSV cylinder, where $h=((\\arg(z)/2\\pi+1) \\:\\mbox{modulo}\\:1$, and $v=g(|z|)$. \n", "\n", "$\\arg(z)\\in(-\\pi, \\pi]$ is the principal argument of $z$, and\n", "$g:[0,\\infty)\\to[0,1)$ is a strictly increasing function, chosen such that to be rapidly increasing near zero, in order to avoid too dark colors in the resulting image." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After a few experiments we chose this function:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def g(x):\n", " return (1- 1/(1+x**2))**0.2 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Its graph compared with those of other functions of the same type are illustrated here:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.rcParams['figure.figsize'] = (6, 4)\n", "x = np.linspace(0, 10, 1000)\n", "y = g(x)\n", "f = lambda z: (1 - 1/(1+z**2))**0.5\n", "h = lambda z: (1.-1/(1+z**2))**0.4\n", "plt.plot(x,y)\n", "plt.plot(x, f(x))\n", "plt.plot(x, h(x))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The two color models, RGB and HSV, can be converted from one to another. There is no closed form formula for such a conversion. It is only described algorithmically.\n", "Here is the pseudocode for the conversion [HSV to RGB](http://software.intel.com/sites/products/documentation/hpc/ipp/ippi/ippi_ch6/functn_HSVToRGB.html),\n", "and here for [RGB to HSV](http://software.intel.com/sites/products/documentation/hpc/ipp/ippi/ippi_ch6/functn_RGBToHSV.html)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Python module `colorsys` provides functions for these conversions:\n", "\n", "`(r, g, b) = colorsys.hsv_to_rgb(h, s, v)`, \n", "\n", "respectively \n", "\n", "`(h, s, v) = colorsys.rgb_to_hsv(r, g, b)`\n", "\n", "Coordinates of the triples (r, g, b), and (h, s, v),\n", "are floating point numbers in $[0,1]$. The hue=h represents the color located at the angular value $2\\pi h$ in the color wheel." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For our purposes it is much more useful the function `hsv_to_rgb` from `matplotlib.colors`, that converts a numpy array of shape (m, n, 3), and entries in $[0,1]$, defining a HSV colored image,\n", "to an array of the same shape, interpreted as a RGB image." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us color-encode the points of the rectangular region $D=\\{x+iy\\in\\mathbb{C}\\:|\\: x\\in [-1,4], y\\in[-1,3]\\}$." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def Hcomplex(z):# computes the hue corresponding to the complex number z\n", " H = np.angle(z) / (2*np.pi) + 1\n", " return np.mod(H, 1)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x = np.arange(-1,4, 0.05)\n", "y = np.arange(-1,3, 0.05)\n", "x, y = np.meshgrid(x,y)\n", "z = x + 1j*y\n", "H = Hcomplex(z)\n", "V = g(np.absolute(z))\n", "S = 0.9*np.ones(H.shape)\n", "HSV = np.dstack((H, S, V))\n", "RGB = hsv_to_rgb(HSV)\n", "plt.imshow(RGB, origin=\"lower\", extent=[-1, 4, -1, 3])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One observes that near origin where the modulus is close to 0, the colors are darker." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Classical domain coloring method " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Domain Coloring as a method of visualization of complex functions, gained popularity after the publication of the [review by F. Farris](http://www.maa.org/visualizing-complex-valued-functions-in-the-plane) for the T Needham' book,\n", "*Visual complex analysis*. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to visualize a complex function $f$ defined on a rectangular region $[a,b]\\times [c,d]\\subset\\mathbb{C}$, and taking values in the extended complex plane, $\\overline{\\mathbb{C}}=\\mathbb{C}\\cup \\{\\infty\\}$, one\n", "proceeds as follows:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One defines a narrow grid of this rectangle.\n", "\n", "Each node $z$ of the grid will be colored with the HSV color $(h,s_0, v)$, where $h$ and $v$ encode the argument and the modulus of $f(z)$, as described above.\n", "\n", "The points $z$ for which $|f(z)|=\\infty$ could be colored with white (white is represented by the triple (r,g,b)=(1,1,1), and its conversion to HSV is (0,0,1)).\n", "\n", "If we denote by $\\mbox{col}:\\overline{\\mathbb{C}}\\to \\mbox{HSV}$ the function which encodes the points in the extended complex plane, by a triplet $(h,s, v)$, then the domain coloring is represented\n", "by the map $z\\mapsto f(z)\\mapsto \\mbox{col}(f(z))$, i.e. to the point $z$ in the domain one associates the color-code of $f(z)$.\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "def func_vals(f, re, im, N): #evaluates the complex function at the nodes of the grid\n", " # re and im are tuples, re=(a, b) and im=(c, d), defining the rectangular region\n", " # N is the number of discrete points per unit interval \n", " \n", " l = re[1]-re[0]\n", " h = im[1]-im[0]\n", " resL = N * l # horizontal resolution\n", " resH = N * h # vertical resolution\n", " x = np.linspace(re[0], re[1], int(resL))\n", " y = np.linspace(im[0], im[1], int(resH))\n", " x, y = np.meshgrid(x,y)\n", " z = x + 1j*y\n", " return f(z) " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def domaincol_c(w, s):#Classical domain coloring\n", " # w is the array of values f(z)\n", " # s is the constant saturation\n", " \n", " H = Hcomplex(w)\n", " S = s * np.ones(H.shape)\n", " modul = np.absolute(w)\n", " V = (1.0-1.0/(1+modul**2))**0.2\n", " # the points mapped to infinity are colored with white; hsv_to_rgb(0, 0, 1)=(1, 1, 1)=white\n", "\n", " HSV = np.dstack((H, S, V))\n", " RGB = hsv_to_rgb(HSV)\n", " return RGB " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "def plot_domain(color_func, f, re=[-1,1], im= [-1,1], title='',\n", " s=0.9, N=200, daxis=None):\n", " w = func_vals(f, re, im, N)\n", " domc = color_func(w, s)\n", " plt.xlabel(\"$\\Re(z)$\")\n", " plt.ylabel(\"$\\Im(z)$\")\n", " plt.title(title)\n", " if(daxis):\n", " plt.imshow(domc, origin=\"lower\", extent=[re[0], re[1], im[0], im[1]])\n", " \n", " else:\n", " plt.imshow(domc, origin=\"lower\")\n", " plt.axis('off')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to read-off some properties of a function $f$, encoded in the generated image, we display alongside the color-code of the complex plane:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.rcParams['figure.figsize'] = 8, 5\n", "ab = [-2, 2]\n", "cd = [-2, 2]\n", "plt.subplot(1, 2, 1)\n", "f = lambda z: (z**3 - 1)/z\n", "plot_domain(domaincol_c, f, re=ab, im= cd, title='$f(z)=(z^3-1)/z$', daxis=True)\n", "plt.subplot(1,2,2)\n", "plot_domain(domaincol_c, lambda z:z, re=[-7, 7], im=[-7, 7], title='$z$', daxis=True)\n", "plt.tight_layout() " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looking at the left image, we observe isochromatic lines. They form the locus of points in the domain\n", " that are mapped by $f$ to points having the same argument (i.e points on the rays of the same hue in the right image). \n", "\n", "The darker points are mapped by $f$ to points close to the origin.\n", "\n", "The function $f$ visualized here has three zeros (the roots of the unity) that are black points, and a pole at $z=0$ (theoretically it is colored white).\n", "\n", "This method cannot illustrate however how varies the modulus $|f(z)|$, when it is sufficiently greater\n", "than 0. Such an information can be gained from the so called *analytic landscape*, i.e a surface which is the graph\n", "of the modulus $|f(z)|$.\n", "\n", "If $|f(z)|$ varies on a too wide range, then one visualizes\n", "the logarithmic analytic landcape, that is the graph of the real function $\\log(|f(z)|)$.\n", "\n", "In the following we give the code for generation of the colored analytic landscape. The surface\n", "is colored according to the argument of $f$, using a HSV colormap,\n", "where $H$ is defined as for the domain coloring method, and $S$ and $V$ are set to be constant.\n", "\n", "This method for coloring an analytic landscape appears to have been proposed by Bernd Thaller and exploited in his book\n", "[Visual Quantum Mechanics, Springer, 2000](http://vqm.uni-graz.at/).\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are using [mayavi.mlab](http://docs.enthought.com/mayavi/mayavi/mlab.html) to generate a colored analytic landscape." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to run the code below, you must\n", "have `wxPython` installed. [Here is the download page](http://www.wxpython.org/download.php).\n", "\n", "Otherwise, skip running it." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "NOTE! The code below for mayavi plots is unchanged from the first version (2014) of this notebook because mayavi is no more installed on my system. Hence it is possible to be deprecated" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "%gui wx" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from mayavi import mlab " ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "def HSVcolormap(): #defines colormap for analytic landscape\n", " argum = np.linspace(-np.pi, np.pi, 256) \n", " \n", " H = argum / (2*np.pi) + 1\n", " H = np.mod(H,1)\n", " S = np.ones(H.shape)\n", " V = np.ones(H.shape)\n", " \n", " HSV = np.dstack((H,S,V))\n", " RGB = hsv_to_rgb(HSV) \n", " \n", " colormap = 255 * np.squeeze(RGB) \n", " return colormap \n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def alandscape(rez, imz, argfz, modfz): #draws the (log)analytic landscape using the HSVcolormap\n", " \n", " colormap = HSVcolormap() \n", " mesh = mlab.mesh(rez, imz, modfz, scalars=argfz, vmin=-np.pi, vmax=np.pi) \n", " \n", " LUT = mesh.module_manager.scalar_lut_manager.lut.table.to_array() \n", " for k in range(3):\n", " LUT[:, k] = colormap[:,k] \n", " \n", " mesh.module_manager.scalar_lut_manager.lut.table = LUT\n", " mlab.draw() \n", " return mesh " ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "def evalfun(f, re=[-2,2], im=[-2,2], N=50):# evaluates the log(|f|) at the points of a greed\n", " nrx = N * (re[1]-re[0])\n", " nry = N * (im[1]-im[0])\n", " x = np.linspace(re[0], re[1], int(nrx))\n", " y = np.linspace(im[0], im[1], int(nry))\n", " \n", " x, y = np.meshgrid(x, y)\n", " z = x + 1j*y\n", " w = f(z)\n", " w[np.isinf(w)] = np.nan\n", " #m = np.absolute(w) # depending on the function f we can use one of these two versions for computing the module m\n", " m = np.log(np.absolute(w))\n", " return x, y, np.angle(w), m" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this point we are ready to generate the logarithmic analytic landscape of a complex-valued function.\n", "\n", "After clicking run in the next cell, one must wait until the `mayavi` scene is displayed. Then, hovering the mouse over it, the surface can be seen from different points of view. The generated surface is not embedded inline (this was the case in 2014)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "mlab.figure(1, bgcolor=(0.95,0.95,0.95))\n", "x,y, theta, m=evalfun(lambda z: (z**3-1)/z)\n", "alandscape(x, y, theta, m) \n", "mlab.savefig('loglandsc1.jpg' )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wait a few seconds!!!! The saved image is now displayed:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(filename='Imags/loglandsc1.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The same surface seen from the point of view set by\n", "\n", "`mlab.view(azimuth=120, elevation=40, distance=15)`:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('Imags/loglandsc2.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The log-analytic landscape of the tangent function:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(filename='Imags/logmodultan.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "LE: In this notebook [https://nbviewer.jupyter.org/github/empet/Math/blob/master/Analytic-landscape.ipynb](https://nbviewer.jupyter.org/github/empet/Math/blob/master/Analytic-landscape.ipynb)\n", "is illustrated how an analytic landscape can be generated via Plotly." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Domain Coloring with contours lines of constant modulus" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to point out how the modulus of a complex function changes over domain, \n", "[Lundmark](http://www.mai.liu.se/~halun/complex/domain_coloring-unicode.html) proposed to add a new feature to the classical \n", "domain coloring.\n", "\n", "For the color function with values\n", "in the HSV cylinder, this \n", "amounts to define the brightness at a point $z$ as the fractional part of $\\log_2(|f(z)|)$,\n", "$v=\\{\\log_2(|f(z)|\\}$, where $\\{x\\}=x-[x]$ \n", "($[x]$ is the integer part of $x$).\n", "\n", "Thus when the modulus crosses a value equal to a power of $2$, $|f(z)|=2^k$, $k$ integer, the\n", "brightness has a discontinuity and gets dark. Around zeros and poles there are rings delimited by dark lines of constant modulus. Within a ring the brightness changes according to the direction of growth of the modulus.\n", " " ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "X = np.linspace(0, 8, 800)\n", "Y = X - np.floor(X)\n", "plt.rcParams['figure.figsize'] = 5, 3 \n", "plt.title('The graph of fract(x)')\n", "plt.plot(X,Y,'r')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The color function implementing this method is defined here:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "def domaincol_m(w, s): #domain coloring with modulus track\n", " \n", " # w the array of values\n", " #s is the constant Saturation\n", " \n", " H = Hcomplex(w) \n", " modulus = np.absolute(w)\n", " c = np.log(2)\n", " logm = np.log(modulus)/c#log base 2\n", " logm = np.nan_to_num(logm)\n", " \n", " V = logm - np.floor(logm)\n", " S = s*np.ones(H.shape)\n", " \n", " HSV = np.dstack((H, S, V**0.2)) # V**0.2>V for V in[0,1];this choice avoids too dark colors\n", " RGB = hsv_to_rgb(HSV) \n", " return RGB" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us illustrate the domains of a few functions colored by this method:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "plt.rcParams['figure.figsize'] = 8, 5" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ab = (-2,2)\n", "cd = (-2,2)\n", "plt.subplot(1,2,1)\n", "plot_domain(domaincol_m, lambda z:z, re=ab, im=cd, title='$f(z)=z$', daxis=True)\n", "plt.subplot(1,2,2)\n", "f = lambda z: (z**3-1)/z\n", "plot_domain(domaincol_m, f, re=ab, im=cd, title='$f(z)=(z^3-1)/z$', daxis=True)\n", "plt.tight_layout() " ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.rcParams['figure.figsize'] = 10, 6\n", "plt.subplot(1, 2, 1)\n", "ab = (-2, 2)\n", "cd = (-2, 2)\n", "f = lambda z: z**5 + z\n", "plot_domain(domaincol_m, f, re=ab, im=cd, title='$f(z)=(z^5+z)$', daxis=True)\n", "plt.subplot(1, 2, 2)\n", "ab = (-2.5, 2)\n", "cd = (-2.5, 2)\n", "g = lambda z: (z - 0.5 - 0.5*1j) / z**2\n", "plot_domain(domaincol_m, g, re=ab, im=cd, title='$g(z)=(z-0.5(1+i))/z^2$', daxis=True)\n", "plt.tight_layout() " ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "plt.rcParams['figure.figsize'] = 12, 6" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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