{ "cells": [ { "cell_type": "code", "execution_count": 6, "id": "3a0f38ac", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ca00b259ae5e4c8d8710ee70684efc7b" } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#convergenza puntuale ma non uniforme\n", "@interact\n", "def _(n=(1,1.1,..,20)):\n", " show(plot(x^n,(x,0,1), rgbcolor=(n/20,0,1-n/20),ymin=0, ymax=1, title='Grafico funzione $y=x^n$'))" ] }, { "cell_type": "code", "execution_count": 4, "id": "f3c423d9", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 59 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "P = sum(plot(x^n ,(x,0,1), rgbcolor=(n/30,0,1-n/30), thickness = 0.3) for n in [1,1.5,..,30])\n", "P.show()" ] }, { "cell_type": "code", "execution_count": 7, "id": "53948416", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4ae05b1104d54fc59f3c814c54602c4e" } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#mollificatore standard\n", "@interact\n", "def _(n=(1,1.1, .. ,10)):\n", " show(plot(n *exp(-(n*x)^2),(x,-1,1), rgbcolor=(n/10,0,1-n/10), ymin=0, ymax=10, title=\"Grafico mollificatore standard\"))" ] }, { "cell_type": "code", "execution_count": 6, "id": "3d454345", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "Graphics object consisting of 10 graphics primitives" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "P2 = sum(plot( n *exp(-(n*x)^2) ,(x,-1,1), rgbcolor=(n/10,0,1-n/10), thickness = 0.3) for n in [1,2,..,10])\n", "P2.show()" ] }, { "cell_type": "code", "execution_count": 8, "id": "c427cf0e", "metadata": {}, "outputs": [], "source": [ "def mollifier(n,x):\n", " return n/(sqrt(pi)) *exp(-(n*x)^2)\n", "\n", "def mollifier2(n,x):\n", " return n/pi * (1/(1+(n*x)^2))\n", "\n", "def mollifier3_mother(x):\n", " if -1