{ "cells": [ { "cell_type": "markdown", "id": "3562beb0-ad31-4653-8718-11b7d6480a2a", "metadata": {}, "source": [ "# Lilla Session" ] }, { "cell_type": "markdown", "id": "8021f3d1-8d2f-4f4d-9b37-8da831c73294", "metadata": {}, "source": [ "## Imports" ] }, { "cell_type": "code", "execution_count": 1, "id": "86dbc868-678b-4258-82e9-7a45cc6f808c", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "id": "8386c305-cc62-4e4d-aedd-9b7c42a8ed61", "metadata": {}, "source": [ "# Definitions" ] }, { "cell_type": "code", "execution_count": 2, "id": "bc6449ba-89c0-4448-9ead-de7596b65c99", "metadata": {}, "outputs": [], "source": [ "def f(x):\n", " return 1/(1+x**2)\n", "\n", "def g(x):\n", " return (x**3 +2) / (1+ x**2)\n", "\n", "def l(x):\n", " return (x**4 + 2*x**3 + 1)/ (x**4 + 4)\n", "\n", "def p(x):\n", " return -x**5 - x**4 + 10*x**3 + 15*x**2 - x \n", "\n", "def f2(t):\n", " return 7*np.exp(-0.1*t) + 5\n", "\n", "def der(y, h=0.01):\n", " return (y[1:] - y[:-1]) / h\n", "\n", "def integral(y, h=0.01):\n", " return (np.cumsum(y)) * h\n", "\n", "def integrate(f, a=0, b=1, h=0.01): \n", " x = np.arange(a, b, h)\n", " y = f(x)\n", " return np.sum(y) * h\n", "\n", "def chart_first(f, a=-5, b=5, h=0.01):\n", " x = np.arange(a, b, h)\n", " y = f(x)\n", " dy = y[1:] - y[:-1]\n", " df = dy / h\n", " ddy = df[1:] - df[:-1]\n", " ddf = ddy / h\n", " \n", " plt.plot(x, y, label = \"function\")\n", " plt.plot(x[1:], df, label = \"derivative\")\n", " plt.plot(x[1:-1], ddf, label = \"second derivative\")\n", " plt.plot([a, b], [0, 0], color= \"black\", linewidth= .5)\n", " plt.vlines(0, min(min(y),min(df), min(ddf)), max(max(y),max(df), max(ddf)), color= \"black\", linewidth= .5)\n", " plt.legend()\n", "\n", "def chart(f, a=-5, b=5, h=0.01):\n", " x = np.arange(a, b, h)\n", " df = der(f(x), h)\n", " ddf = der(df, h)\n", " d3f = der(ddf, h)\n", " iF = integral(f(x), h)\n", " all = np.concatenate((f(x) , df , ddf, d3f))\n", "\n", " fix, ax = plt.subplots( figsize=(10, 6))\n", " ax.plot(x, f(x), label = \"function\")\n", " ax.plot(x[1:], df, label = \"derivative\")\n", " ax.plot(x[1:-1], ddf, label = \"second derivative\")\n", " ax.plot(x[2:-1], d3f, label = \"third derivative\")\n", " ax.plot(x, iF, label = \"integral\")\n", " ax.plot([a, b], [0, 0], color= \"black\", linewidth= .5)\n", " ax.vlines(0, min(all), max(all), color= \"black\", linewidth= .5)\n", " ax.legend()\n", "\n", "\n", "def check(f, a=-5, b=5, h=0.01):\n", " x = np.arange(a, b, h)\n", " df = der(f(x), h)\n", " iF = integral(df, h) + f(x)[0]\n", " all = np.concatenate((f(x) , df , iF)) \n", "\n", " fix, ax = plt.subplots( figsize=(10, 6))\n", " ax.plot(x, f(x), label = \"function\", color = \"green\")\n", " ax.plot(x[1:], df, label = \"derivative\")\n", " ax.plot(x[1:], iF, label = \"integral\", linestyle=\"dashed\") \n", " ax.plot([a, b], [0, 0], color= \"black\", linewidth= .5)\n", " ax.vlines(0, min(all), max(all), color= \"black\", linewidth= .5)\n", " ax.legend()\n", " " ] }, { "cell_type": "code", "execution_count": 60, "id": "39bc43af-f9bc-4d3d-a087-ed5ffef5cd39", "metadata": {}, "outputs": [], "source": [ "# a = [x0, x1, x2, x3, ..., xn]\n", "# res = [x0, (x0+x1)/2, x1, (x1+x2)/2, x2, .... , xn] \n", "class Integral:\n", " def doubling (self,x):\n", " res = np.zeros(2 * x.size - 1)\n", " for i in range(res.size):\n", " if i % 2 == 0:\n", " res[i] = x[int(i/2)] \n", " else :\n", " res[i] = (x[int((i-1)/2)] + x[int((i+1)/2)])/2\n", " return res\n", "\n", " def partIntegral (self, f, x, mode='rect'):\n", " return np.sum(f(x[:-1]))*(x[1] - x[0]) \n", " \n", " def integrate(self,f, a=0, b=1, eps= 1e-6): \n", " x = self.doubling(np.array([a, b]) )\n", " i0 = self.partIntegral(f, x)\n", " return self.iterate(f, x, i0, eps)\n", "\n", " def iterate (self, f, x, i0, eps):\n", " x = self.doubling(x)\n", " i1 = self.partIntegral(f, x)\n", " if np.abs (i0 - i1) < eps:\n", " return i1 \n", " else:\n", " return self.iterate(f, x, i1, eps)" ] }, { "cell_type": "code", "execution_count": 61, "id": "261e18bd-0b95-4d84-af9a-cb87bebab3d1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.7853991170711584" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ii = Integral()\n", "ii.integrate (f, eps = 1e-6)" ] }, { "cell_type": "markdown", "id": "f850ce3f-4654-497d-8535-75049913a5a5", "metadata": {}, "source": [ "## approximate integral by doubling \n", " " ] }, { "cell_type": "code", "execution_count": 33, "id": "d647f51e-abb6-49e7-a805-326df2737513", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1. 1.5 2. 2.5 3. 3.5 4. 4.5 5. ]\n", "[1. 1.25 1.5 1.75 2. 2.25 2.5 2.75 3. 3.25 3.5 3.75 4. 4.25\n", " 4.5 4.75 5. ]\n", "[1. 1.125 1.25 1.375 1.5 1.625 1.75 1.875 2. 2.125 2.25 2.375\n", " 2.5 2.625 2.75 2.875 3. 3.125 3.25 3.375 3.5 3.625 3.75 3.875\n", " 4. 4.125 4.25 4.375 4.5 4.625 4.75 4.875 5. ]\n", "[1. 1.0625 1.125 1.1875 1.25 1.3125 1.375 1.4375 1.5 1.5625\n", " 1.625 1.6875 1.75 1.8125 1.875 1.9375 2. 2.0625 2.125 2.1875\n", " 2.25 2.3125 2.375 2.4375 2.5 2.5625 2.625 2.6875 2.75 2.8125\n", " 2.875 2.9375 3. 3.0625 3.125 3.1875 3.25 3.3125 3.375 3.4375\n", " 3.5 3.5625 3.625 3.6875 3.75 3.8125 3.875 3.9375 4. 4.0625\n", " 4.125 4.1875 4.25 4.3125 4.375 4.4375 4.5 4.5625 4.625 4.6875\n", " 4.75 4.8125 4.875 4.9375 5. ]\n", "[1. 1.03125 1.0625 1.09375 1.125 1.15625 1.1875 1.21875 1.25\n", " 1.28125 1.3125 1.34375 1.375 1.40625 1.4375 1.46875 1.5 1.53125\n", " 1.5625 1.59375 1.625 1.65625 1.6875 1.71875 1.75 1.78125 1.8125\n", " 1.84375 1.875 1.90625 1.9375 1.96875 2. 2.03125 2.0625 2.09375\n", " 2.125 2.15625 2.1875 2.21875 2.25 2.28125 2.3125 2.34375 2.375\n", " 2.40625 2.4375 2.46875 2.5 2.53125 2.5625 2.59375 2.625 2.65625\n", " 2.6875 2.71875 2.75 2.78125 2.8125 2.84375 2.875 2.90625 2.9375\n", " 2.96875 3. 3.03125 3.0625 3.09375 3.125 3.15625 3.1875 3.21875\n", " 3.25 3.28125 3.3125 3.34375 3.375 3.40625 3.4375 3.46875 3.5\n", " 3.53125 3.5625 3.59375 3.625 3.65625 3.6875 3.71875 3.75 3.78125\n", " 3.8125 3.84375 3.875 3.90625 3.9375 3.96875 4. 4.03125 4.0625\n", " 4.09375 4.125 4.15625 4.1875 4.21875 4.25 4.28125 4.3125 4.34375\n", " 4.375 4.40625 4.4375 4.46875 4.5 4.53125 4.5625 4.59375 4.625\n", " 4.65625 4.6875 4.71875 4.75 4.78125 4.8125 4.84375 4.875 4.90625\n", " 4.9375 4.96875 5. ]\n" ] }, { "data": { "text/plain": [ "(0.7134886966147251,\n", " 0.6482219448186359,\n", " 0.6174805377168395,\n", " 0.6025836255943535,\n", " 0.5952536282719225)" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ " \n", "ii = Integral()\n", "x = ii.doubling(np.array([1,2,3,4, 5]) ) \n", "x1 = ii.doubling(x)\n", "x2 = ii.doubling(x1)\n", "x3 = ii.doubling(x2)\n", "x4 = ii.doubling(x3)\n", "ii.partIntegral(f, x), ii.partIntegral(f, x1), ii.partIntegral(f, x2), ii.partIntegral(f, x3), ii.partIntegral(f, x4)," ] }, { "cell_type": "code", "execution_count": 19, "id": "e22ceab0-c5f4-42da-abd4-b55aba517a10", "metadata": { "scrolled": true }, "outputs": [ { "ename": "NameError", "evalue": "name 'n' is not defined", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[19], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m integrate1(f, a\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m, b\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, h\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m\u001b[38;5;241m/\u001b[39m\u001b[43mn\u001b[49m) \u001b[38;5;241m-\u001b[39m integrate(f, a\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m, b\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m, n\u001b[38;5;241m=\u001b[39m n)\n", "\u001b[0;31mNameError\u001b[0m: name 'n' is not defined" ] } ], "source": [ "\n", "integrate1(f, a=0, b=2, h=2/n) - integrate(f, a=0, b=2, n= n)" ] }, { "cell_type": "code", "execution_count": 20, "id": "be2eaa90-6059-4650-98a2-9bd5a70a4771", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "-3.600000009207349e-08" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "integrate1(f, a=0, b=2),integrate1(f, a=0, b=1)+integrate1(f, a=1, b=2)\n", "integrate1(f, a=0, b=2, h= 0.5), integrate1(f, a=0, b=2, h=0.2)\n", "integrate1(f, a=0, b=2, h= 0.00000001)-integrate1(f, a=0, b=2, h=0.0000001)" ] }, { "cell_type": "code", "execution_count": 21, "id": "a2cab65c-da7e-4a3f-a344-f1dd7c0598cd", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "(None, None)" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "check(f), check(l)" ] }, { "cell_type": "code", "execution_count": 22, "id": "fed5482d-1d74-4a80-9eb8-5ed1feb7c45e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 0.12 , 0.23993003, 0.35979017, ..., 108.79863695,\n", " 108.86976276, 108.94086745])" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "h = 0.01\n", "x = np.arange(0, 12, h)\n", "integral(f2(x), h=h)" ] }, { "cell_type": "code", "execution_count": 23, "id": "10005f71-7864-4f36-ae37-1f7ea62998af", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "chart(f2, a=0, b=12)\n", "\n", "chart(g)\n", "\n", "chart(l)\n", "\n", "chart(p, a=-2, b=2)" ] }, { "cell_type": "code", "execution_count": 24, "id": "dd84d7c9-42f6-449f-b310-dd33416aa989", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([1, 2, 3, 4, 5])" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.concatenate(( np.array([1,2,3]) , np.array([4, 5])))" ] }, { "cell_type": "code", "execution_count": 25, "id": "9f175315-e832-44d0-ac9f-b2f48c933aa1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(31, 31)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "a = np.arange(0, 1,.033)\n", "b= np.cumsum(a)\n", "a.size, b.size" ] }, { "cell_type": "code", "execution_count": 26, "id": "798446ad-43f3-42eb-98ab-be181ecd957f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([1, 4])" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.array( [1,2] ) **2" ] }, { "cell_type": "code", "execution_count": 27, "id": "e23166e9-d536-49dc-85e2-f979a140ebbe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([1. , 0.5 , 0.2 , 0.1 , 0.05882353,\n", " 0.03846154, 0.02702703, 0.02 , 0.01538462, 0.01219512,\n", " 0.00990099])" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f(np.arange(0,11,1))" ] }, { "cell_type": "code", "execution_count": 28, "id": "28116c88-6a5f-4b01-aa84-64f7ac795a7e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.arange(-5,5,.01)\n", "y = f(x)\n", "plt.plot(x, y)" ] }, { "cell_type": "code", "execution_count": 29, "id": "166cf5ae-e9bf-4161-82fd-21c3e6269282", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.arange(-5,5,.01)\n", "y = g(x)\n", "plt.plot(x, y)" ] }, { "cell_type": "code", "execution_count": 30, "id": "d2267db3-961d-4ff5-83a4-4b82e965545d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.arange(-50,50,.01)\n", "y = l(x)\n", "plt.plot(x, y)" ] }, { "cell_type": "code", "execution_count": 31, "id": "2a16eb78-db23-4099-942a-86bce67292b2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "chart(l, -100, 100)" ] }, { "cell_type": "code", "execution_count": 57, "id": "6c567de8-fd5e-4e3e-bd4c-1ef075bbb35f", "metadata": {}, "outputs": [], "source": [ "a = np.array([1, 2, 3])\n", "b = np.array([4, 5, 6])" ] }, { "cell_type": "code", "execution_count": 58, "id": "aa02aeb3-782c-4cc2-9ef0-d59cbae8c2b4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([-3, -3, -3])" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "a-b" ] }, { "cell_type": "code", "execution_count": 81, "id": "97996064-4f93-40de-acf0-92b6dd16f425", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1" ] }, "execution_count": 81, "metadata": {}, "output_type": "execute_result" } ], "source": [ "a[:-1]\n", "min(min(a),min(b))" ] }, { "cell_type": "code", "execution_count": 165, "id": "67693b02-bc45-4938-b4c1-82fffc087855", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "chart(l, h=0.001)" ] }, { "cell_type": "code", "execution_count": 93, "id": "50a6f9ae-5f90-42b4-b95e-8143bc97315f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-0.0002780800822392848" ] }, "execution_count": 93, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def ff(x):\n", " return x**4 - 10*x**2 -7\n", "\n", "def dff(x):\n", " return 4*x**3 - 20*x \n", "\n", "def nm(f, df, x):\n", " return x - f(x) / df(x)\n", "\n", "ff(3.26448)" ] }, { "cell_type": "code", "execution_count": 100, "id": "d62d8488-bd05-4638-a5b1-a115e823db38", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "x = 3.3333333333333335, f(x) = 5.345679012345684\n", "x = 3.267727272727273, f(x) = 0.24015560420401982\n", "x = 3.2644914228349715, f(x) = 0.0005656909877984617\n", "x = 3.2644837646666276, f(x) = 3.1635067898605485e-09\n", "x = 3.2644837646238005, f(x) = 0.0\n", "x = 3.2644837646238005, f(x) = 0.0\n", "x = 3.2644837646238005, f(x) = 0.0\n", "x = 3.2644837646238005, f(x) = 0.0\n", "x = 3.2644837646238005, f(x) = 0.0\n", "x = 3.2644837646238005, f(x) = 0.0\n" ] } ], "source": [ "x = 3\n", "for i in range(10):\n", " x = nm(ff, dff, x)\n", " print(f'x = {x}, f(x) = {ff(x)}')\n" ] }, { "cell_type": "code", "execution_count": 47, "id": "61331673-3e52-4482-8889-741adc792fe0", "metadata": {}, "outputs": [], "source": [ "m = np.array( [ [1,1,1,1 ], [8,4,2,1], [27,9,3,1], [64,16,4,1]])\n", "y = np.array([1, 5, 14, 30])" ] }, { "cell_type": "code", "execution_count": 195, "id": "3fd1dd6f-b553-485a-9488-63222f3d55f3", "metadata": {}, "outputs": [], "source": [ "e = np.round(np.linalg.inv(m) @ m, 5)\n", "x = np.round(np.linalg.inv(m) @ y, 5)\n" ] }, { "cell_type": "code", "execution_count": 49, "id": "218b59b4-c908-4e71-9053-3d4b8103c173", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "4" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "y.size" ] }, { "cell_type": "code", "execution_count": null, "id": "6ddd5558-5ad7-4cc3-8abe-ba54f6e4cc16", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }