|
| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "markdown", |
| 5 | + "metadata": {}, |
| 6 | + "source": [ |
| 7 | + "## Functions" |
| 8 | + ] |
| 9 | + }, |
| 10 | + { |
| 11 | + "cell_type": "markdown", |
| 12 | + "metadata": {}, |
| 13 | + "source": [ |
| 14 | + "You will also work with undefined mathematical functions in addition to variables.\n", |
| 15 | + "These will play an important role in setting up differential equations, where\n", |
| 16 | + "you typically don't know the function, but only its derivative(s). You can\n", |
| 17 | + "create arbitrary functions of variables. In this case, you make a function of\n", |
| 18 | + "$x$. First create the function name:" |
| 19 | + ] |
| 20 | + }, |
| 21 | + { |
| 22 | + "cell_type": "code", |
| 23 | + "execution_count": 17, |
| 24 | + "metadata": { |
| 25 | + "tags": [ |
| 26 | + "disable-execution-cell" |
| 27 | + ] |
| 28 | + }, |
| 29 | + "outputs": [], |
| 30 | + "source": [ |
| 31 | + "f = sym.Function('f')" |
| 32 | + ] |
| 33 | + }, |
| 34 | + { |
| 35 | + "cell_type": "markdown", |
| 36 | + "metadata": {}, |
| 37 | + "source": [ |
| 38 | + "Now you can create functions of one or more variables like so:" |
| 39 | + ] |
| 40 | + }, |
| 41 | + { |
| 42 | + "cell_type": "code", |
| 43 | + "execution_count": 18, |
| 44 | + "metadata": { |
| 45 | + "tags": [ |
| 46 | + "disable-execution-cell" |
| 47 | + ] |
| 48 | + }, |
| 49 | + "outputs": [ |
| 50 | + { |
| 51 | + "data": { |
| 52 | + "image/png": "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", |
| 53 | + "text/latex": [ |
| 54 | + "$\\displaystyle f{\\left(x \\right)}$" |
| 55 | + ], |
| 56 | + "text/plain": [ |
| 57 | + "f(x)" |
| 58 | + ] |
| 59 | + }, |
| 60 | + "execution_count": 18, |
| 61 | + "metadata": {}, |
| 62 | + "output_type": "execute_result" |
| 63 | + } |
| 64 | + ], |
| 65 | + "source": [ |
| 66 | + "f(x)" |
| 67 | + ] |
| 68 | + }, |
| 69 | + { |
| 70 | + "cell_type": "markdown", |
| 71 | + "metadata": {}, |
| 72 | + "source": [ |
| 73 | + "The same `UndefinedFunction` can be used to create multivariate functions:" |
| 74 | + ] |
| 75 | + }, |
| 76 | + { |
| 77 | + "cell_type": "code", |
| 78 | + "execution_count": 19, |
| 79 | + "metadata": { |
| 80 | + "tags": [ |
| 81 | + "disable-execution-cell" |
| 82 | + ] |
| 83 | + }, |
| 84 | + "outputs": [ |
| 85 | + { |
| 86 | + "data": { |
| 87 | + "image/png": "iVBORw0KGgoAAAANSUhEUgAAADkAAAAVCAYAAAD8dkbIAAAACXBIWXMAAA7EAAAOxAGVKw4bAAADW0lEQVRYCc2X7VEbMRCGHYYCDB3E6YCEDqADh1QAdOBMftn/GNOBQwUM6YB0wEcH0EGIOyDPI+suurNk7NiZ8c7sSVrt7r2rXel0ndfX1866PBwOe+v62JR9DstOZ00ajUYDXBys6WaT5r2Iqfb5zhUsEcoT5qZx/oJx1Q8ixn06h7Rfo85WNOBx4ae03wVUzCQKY+b34Wv4DD6Ca2K+y+Ab7VYFKEAwXdKcR4zlIFEyMAM00Hv4J5ySi2Cmt5XEJsZOtlxZAbN2C+/Rb5SoRhLy3/DebLSdTzGC7H2pXI+ZfEapFKB78Xk7Q2ugEuPJbioiKEvUAM3kC+Ob2J7TpqROu3zreezcr/qSDuFTuAd/gaU7dH7Muss9E58fsHhgHA4VrePcFe3nljcxHjcyqWFUFOTEPtwOUD+f4Cc7BRpjdykzfwdfwUeMPaT0HfYK7SrkIac/t1Hb/gSZ1dUmMfYamVQDR664VMwUcwJ9UalN2JvBFMSUsQDMpuRBls4H4aIHPv0Ou1iSVdR+d6my1JsPEqEODfbRtkACFXyO7rFN9+tHlB6RBX3adknlfLRlng8VHrN20VJwe7Vlqoij2yhXpZB7KAUZhMs+EjCViaCuq8G/tMkCGYxVlO5Hk6IsV3khGbkgNapWjW6WLAMdLyTAVaDqQwZZV15oWJ60CuqqiGq+w9tNDrPveckF6aFS1X/0M9eY6Wrv1pMxgFtaXyx5aAkgrQwPkGmYjQ/t0vGCvu9Mfala2o/OmcnnRpC8TCe+MLcqiGty3rJuk8HJfn7CKqYKyJxrLGDU82LxkOoW+o0Aoz99euLmKJwHjSDRslQ7GOfqO3XiHgu6qZC+du4XX3yGHzN5SuvnyFPXUq1Ll3GHsVkV/DJlHO7J2PiJ8hJeHWIlvLMFSP/j+BebwDeprNRH7wk+KM2vKsdXH+6uYof+GH7I2SDvwU/O7bAiffiGVZHcj8uehH7rzNSmyF82s5ol5sxeXdL03Q5WR+7ToQ+zLsbwF2KnLhWMG+WkUo7Qsyz9QXUfr0UR8K83nHihSBPgLcob2hzeiEls4VOzi2IIMrZVjTNcitS3Cjzh1iH3r1e2RWRm9tFzL3p/dZ+X9qK/WX+rLFfPq8hi7Q9WsfmfuuAZiCl9xx8E4gWsmkncfAAAAABJRU5ErkJggg==", |
| 88 | + "text/latex": [ |
| 89 | + "$\\displaystyle f{\\left(x,y \\right)}$" |
| 90 | + ], |
| 91 | + "text/plain": [ |
| 92 | + "f(x, y)" |
| 93 | + ] |
| 94 | + }, |
| 95 | + "execution_count": 19, |
| 96 | + "metadata": {}, |
| 97 | + "output_type": "execute_result" |
| 98 | + } |
| 99 | + ], |
| 100 | + "source": [ |
| 101 | + "f(x,y)" |
| 102 | + ] |
| 103 | + }, |
| 104 | + { |
| 105 | + "cell_type": "markdown", |
| 106 | + "metadata": {}, |
| 107 | + "source": [ |
| 108 | + ":::{card} Test yourself!\n", |
| 109 | + "Create a function $H(x,y,z)$\n", |
| 110 | + "\n", |
| 111 | + "All variables have been defined with:\n", |
| 112 | + "\n", |
| 113 | + "```python\n", |
| 114 | + "x, y, z = sym.symbols('x, y, z')\n", |
| 115 | + "```\n", |
| 116 | + "\n", |
| 117 | + "Click {fa}`rocket` --> {guilabel}`Live Code` to activate live coding!\n", |
| 118 | + ":::" |
| 119 | + ] |
| 120 | + }, |
| 121 | + { |
| 122 | + "cell_type": "code", |
| 123 | + "execution_count": 20, |
| 124 | + "metadata": { |
| 125 | + "tags": [ |
| 126 | + "thebe-remove-input-init" |
| 127 | + ] |
| 128 | + }, |
| 129 | + "outputs": [], |
| 130 | + "source": [ |
| 131 | + "x, y, z = sym.symbols('x, y, z')\n", |
| 132 | + "H = sym.Function('H')\n", |
| 133 | + "function_correct = H(x,y,z)\n", |
| 134 | + "function_answer = 0\n", |
| 135 | + "H = None" |
| 136 | + ] |
| 137 | + }, |
| 138 | + { |
| 139 | + "cell_type": "code", |
| 140 | + "execution_count": null, |
| 141 | + "metadata": {}, |
| 142 | + "outputs": [], |
| 143 | + "source": [ |
| 144 | + "function = " |
| 145 | + ] |
| 146 | + }, |
| 147 | + { |
| 148 | + "cell_type": "code", |
| 149 | + "execution_count": 22, |
| 150 | + "metadata": { |
| 151 | + "tags": [ |
| 152 | + "thebe-remove-input-init" |
| 153 | + ] |
| 154 | + }, |
| 155 | + "outputs": [ |
| 156 | + { |
| 157 | + "data": { |
| 158 | + "application/vnd.jupyter.widget-view+json": { |
| 159 | + "model_id": "bf9cdc4356624837a034f353336aeb2a", |
| 160 | + "version_major": 2, |
| 161 | + "version_minor": 0 |
| 162 | + }, |
| 163 | + "text/plain": [ |
| 164 | + "Button(description='Check answer', style=ButtonStyle())" |
| 165 | + ] |
| 166 | + }, |
| 167 | + "metadata": {}, |
| 168 | + "output_type": "display_data" |
| 169 | + }, |
| 170 | + { |
| 171 | + "data": { |
| 172 | + "application/vnd.jupyter.widget-view+json": { |
| 173 | + "model_id": "8052642635a74e9b966db4bbc3ee54ac", |
| 174 | + "version_major": 2, |
| 175 | + "version_minor": 0 |
| 176 | + }, |
| 177 | + "text/plain": [ |
| 178 | + "Output()" |
| 179 | + ] |
| 180 | + }, |
| 181 | + "metadata": {}, |
| 182 | + "output_type": "display_data" |
| 183 | + } |
| 184 | + ], |
| 185 | + "source": [ |
| 186 | + "check_answer(\"function\",function_correct, check_equation)" |
| 187 | + ] |
| 188 | + } |
| 189 | + ], |
| 190 | + "metadata": { |
| 191 | + "kernelspec": { |
| 192 | + "display_name": "mude", |
| 193 | + "language": "python", |
| 194 | + "name": "python3" |
| 195 | + }, |
| 196 | + "language_info": { |
| 197 | + "codemirror_mode": { |
| 198 | + "name": "ipython", |
| 199 | + "version": 3 |
| 200 | + }, |
| 201 | + "file_extension": ".py", |
| 202 | + "mimetype": "text/x-python", |
| 203 | + "name": "python", |
| 204 | + "nbconvert_exporter": "python", |
| 205 | + "pygments_lexer": "ipython3", |
| 206 | + "version": "3.11.4" |
| 207 | + } |
| 208 | + }, |
| 209 | + "nbformat": 4, |
| 210 | + "nbformat_minor": 2 |
| 211 | +} |
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