diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000000000000000000000000000000000000..87620ac7e74efee566c6ee9d2ed7281ebafb4788 --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +.ipynb_checkpoints/ diff --git a/figuras/e02.pdf b/figuras/e02.pdf new file mode 100644 index 0000000000000000000000000000000000000000..8ea5418173f8c7f6e57c914b2b0640ced4c82e45 Binary files /dev/null and b/figuras/e02.pdf differ diff --git a/figuras/e0243.pdf b/figuras/e0243.pdf new file mode 100644 index 0000000000000000000000000000000000000000..09ad51c96215b4d2b930a1c42a1310203e8c60a0 Binary files /dev/null and b/figuras/e0243.pdf differ diff --git a/figuras/e04.pdf b/figuras/e04.pdf new file mode 100644 index 0000000000000000000000000000000000000000..68775c672199181b18b4eb48708dfc2c1fbd1b6f Binary files /dev/null and b/figuras/e04.pdf differ diff --git a/tarea_sistemas_complejos.ipynb b/tarea_sistemas_complejos.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..5e07b2cb0ea4853806c1cc3b5bb90a9d9f5ab77d --- /dev/null +++ b/tarea_sistemas_complejos.ipynb @@ -0,0 +1,258 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# defining the dynamics of the system\n", + "\n", + "def f(x):\n", + " b = -0.7\n", + " return b + np.log(abs(x))\n", + "\n", + "def loc_din(x):\n", + " return (1-epsilon)*f(x)+(epsilon/N)*np.sum(f(x))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# defining the parameters\n", + "\n", + "N = 10000\n", + "epsilons = [0.2,0.243,0.4]\n", + "n_its = 5000" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# defining initial value\n", + "\n", + "x0 = np.random.uniform(-8.0,4.0,N)\n", + "\n", + "# replacing any zeros may exist\n", + "\n", + "x0[x0==0.0] = np.random.uniform(-8.0,0.0)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# system solver\n", + "\n", + "def solve_sys(x0,n_its):\n", + " xs = [x0]\n", + " x = x0\n", + " for i in range(n_its-1):\n", + " x = loc_din(x)\n", + " xs.append(x)\n", + " return np.asarray(xs)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "solutions = []\n", + "mean_fields = []\n", + "sigmas = []\n", + "for epsilon in epsilons:\n", + " sol = solve_sys(x0,n_its)\n", + " ht = np.mean(sol,axis=1) \n", + " sigma = np.std(sol,axis=1)\n", + " solutions.append(sol)\n", + " mean_fields.append(ht)\n", + " sigmas.append(sigma)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x576 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "t = np.arange(0,n_its,1)\n", + "low = 3000\n", + "upp = 3100\n", + "\n", + "fig = plt.figure(figsize=(12,8))\n", + "ax = [fig.add_subplot(311), fig.add_subplot(312), fig.add_subplot(313)]\n", + "\n", + "ax[0].plot(t[low:upp],mean_fields[0][low:upp],'o-',c = 'red' ,mfc='black',mec='k')\n", + "ax[0].set_title('Comportamiento global ($\\epsilon =' + str(epsilons[0]) + ' $)',fontsize = 12)\n", + "ax[0].set_xlabel('$t$',fontsize = 12)\n", + "ax[0].set_ylabel('$h_t$',fontsize = 12)\n", + "\n", + "\n", + "\n", + "ax[1].plot(t[low:upp],solutions[0][1900][low:upp],c = 'red')\n", + "ax[1].set_title('Comportamiento local ($\\epsilon =' + str(epsilons[0]) + ' $)',fontsize = 12)\n", + "ax[1].set_xlabel('$t$',fontsize = 12)\n", + "ax[1].set_ylabel('$x(1900)$',fontsize = 12)\n", + "\n", + "ax[2].plot(t[low:upp],sigmas[0][low:upp],c = 'red')\n", + "ax[2].set_title('Sincronización ($\\epsilon =' + str(epsilons[0]) + ' $)',fontsize = 12)\n", + "ax[2].set_xlabel('$t$',fontsize = 12)\n", + "ax[2].set_ylabel('$\\sigma_t$',fontsize = 12)\n", + "\n", + "fig.tight_layout() \n", + "plt.savefig('figuras/e02.pdf', format='pdf', dpi=1000,bbox_inches=\"tight\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x576 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "t = np.arange(0,n_its,1)\n", + "low = 3000\n", + "upp = 3100\n", + "\n", + "fig = plt.figure(figsize=(12,8))\n", + "ax = [fig.add_subplot(311), fig.add_subplot(312), fig.add_subplot(313)]\n", + "\n", + "ax[0].plot(t[low:upp],mean_fields[1][low:upp],'o-',c = 'red' ,mfc='black',mec='k')\n", + "ax[0].set_title('Comportamiento global ($\\epsilon =' + str(epsilons[1]) + ' $)',fontsize = 12)\n", + "ax[0].set_xlabel('$t$',fontsize = 12)\n", + "ax[0].set_ylabel('$h_t$',fontsize = 12)\n", + "\n", + "\n", + "\n", + "ax[1].plot(t[low:upp],solutions[1][1900][low:upp],c = 'red')\n", + "ax[1].set_title('Comportamiento local ($\\epsilon =' + str(epsilons[1]) + ' $)',fontsize = 12)\n", + "ax[1].set_xlabel('$t$',fontsize = 12)\n", + "ax[1].set_ylabel('$x(1900)$',fontsize = 12)\n", + "\n", + "ax[2].plot(t[low:upp],sigmas[1][low:upp],c = 'red')\n", + "ax[2].set_title('Sincronización ($\\epsilon =' + str(epsilons[1]) + ' $)',fontsize = 12)\n", + "ax[2].set_xlabel('$t$',fontsize = 12)\n", + "ax[2].set_ylabel('$\\sigma_t$',fontsize = 12)\n", + "\n", + "fig.tight_layout()\n", + "plt.savefig('figuras/e0243.pdf', format='pdf', dpi=1000,bbox_inches=\"tight\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x576 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "t = np.arange(0,n_its,1)\n", + "low = 1\n", + "upp = 1000\n", + "\n", + "fig = plt.figure(figsize=(12,8))\n", + "ax = [fig.add_subplot(311), fig.add_subplot(312), fig.add_subplot(313)]\n", + "\n", + "ax[0].plot(t[low:upp],mean_fields[2][low:upp],'-',c = 'red' ,mfc='black',mec='k')\n", + "ax[0].set_title('Comportamiento global ($\\epsilon =' + str(epsilons[2]) + ' $)',fontsize = 12)\n", + "ax[0].set_xlabel('$t$',fontsize = 12)\n", + "ax[0].set_ylabel('$h_t$',fontsize = 12)\n", + "\n", + "\n", + "\n", + "ax[1].plot(t[low:upp],solutions[2][1900][low:upp],c = 'red')\n", + "ax[1].set_title('Comportamiento local ($\\epsilon =' + str(epsilons[2]) + ' $)',fontsize = 12)\n", + "ax[1].set_xlabel('$t$',fontsize = 12)\n", + "ax[1].set_ylabel('$x(1900)$',fontsize = 12)\n", + "\n", + "ax[2].plot(t[low:upp],sigmas[2][low:upp],c = 'red')\n", + "ax[2].set_title('Sincronización ($\\epsilon =' + str(epsilons[2]) + ' $)',fontsize = 12)\n", + "ax[2].set_xlabel('$t$',fontsize = 12)\n", + "ax[2].set_ylabel('$\\sigma_t$',fontsize = 12)\n", + "\n", + "fig.tight_layout()\n", + "plt.savefig('figuras/e04.pdf', format='pdf', dpi=1000,bbox_inches=\"tight\")\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}