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Assignment4-5.ipynb
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| "<a href=\"https://colab.research.google.com/gist/vuddameri/364463b24a2f390686cb3cf7d6ddfc18/assignment4-5.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" | |
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| "id": "d6fb5e38", | |
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| "id": "d6fb5e38" | |
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| "source": [ | |
| "<h4>Problem Statement - Assignment 4-5" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "6ae6aaae", | |
| "metadata": { | |
| "id": "6ae6aaae" | |
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| "Use the method of variation of parameters to solve the ODE: y\" + 9y = sin(3x)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "8c0c1c51", | |
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| "id": "8c0c1c51" | |
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| "source": [ | |
| "<h4> Solve the Complementary Solution" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "f8f08d60", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 39 | |
| }, | |
| "id": "f8f08d60", | |
| "outputId": "1516c43f-6640-4cee-8583-6164033f7b50" | |
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| "Eq(y(x), C1*sin(3*x) + C2*cos(3*x))" | |
| ], | |
| "text/latex": "$\\displaystyle y{\\left(x \\right)} = C_{1} \\sin{\\left(3 x \\right)} + C_{2} \\cos{\\left(3 x \\right)}$" | |
| }, | |
| "metadata": {}, | |
| "execution_count": 1 | |
| } | |
| ], | |
| "source": [ | |
| "# Import library\n", | |
| "from sympy import diff, dsolve, symbols, Function, sin, cos, integrate, simplify\n", | |
| "\n", | |
| "# Define the function and variables\n", | |
| "x = symbols('x')\n", | |
| "y = Function('y')(x)\n", | |
| "hode = y.diff(x,x) + 9*y # Homogeneous Equation for complementary function\n", | |
| "sol = dsolve(hode) #obtain the complementary function or the soln of the homogeneous ode\n", | |
| "sol" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "baf47fef", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 37 | |
| }, | |
| "id": "baf47fef", | |
| "outputId": "63040aca-ed05-42ad-b638-1290844482b8" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
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| "text/plain": [ | |
| "-3" | |
| ], | |
| "text/latex": "$\\displaystyle -3$" | |
| }, | |
| "metadata": {}, | |
| "execution_count": 3 | |
| } | |
| ], | |
| "source": [ | |
| "# Calculate the Wronksian\n", | |
| "y1 = sin(3*x)\n", | |
| "y1p = y1.diff(x)\n", | |
| "y2 = cos(3*x)\n", | |
| "y2p = y2.diff(x)\n", | |
| "W = y1*y2p - y2*y1p\n", | |
| "simplify(W)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "22e4e064", | |
| "metadata": { | |
| "id": "22e4e064" | |
| }, | |
| "source": [ | |
| "Obtain the particular solution using the formula\n", | |
| "\n", | |
| "$ y_p = -y1(x) \\int \\frac{y2(x) f(x)}{W(x)}dx + y2(x) \\int \\frac{y1(x) f(x)}{W(x)}dx $" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "id": "7feca356", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 53 | |
| }, | |
| "id": "7feca356", | |
| "outputId": "4d26ee2b-8fff-48b3-a109-3fd26746fbb2" | |
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| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "-x*cos(3*x)/6" | |
| ], | |
| "text/latex": "$\\displaystyle - \\frac{x \\cos{\\left(3 x \\right)}}{6}$" | |
| }, | |
| "metadata": {}, | |
| "execution_count": 5 | |
| } | |
| ], | |
| "source": [ | |
| "Fx = sin(3*x)\n", | |
| "yp1 = -y1* integrate(y2*Fx/W) # This is the first part of the Particular solution\n", | |
| "yp2 = y2* integrate(y1*Fx/W) # this is the second part\n", | |
| "yp = yp1 + yp2\n", | |
| "yp\n", | |
| "simplify(yp) # This is my particular solution" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "id": "f2f427aa", | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/", | |
| "height": 48 | |
| }, | |
| "id": "f2f427aa", | |
| "outputId": "fe4bd0dc-35d2-4e7d-d79c-c557dc5c56d5" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "execute_result", | |
| "data": { | |
| "text/plain": [ | |
| "Eq(y(x), C2*sin(3*x) + (C1 - x/6)*cos(3*x))" | |
| ], | |
| "text/latex": "$\\displaystyle y{\\left(x \\right)} = C_{2} \\sin{\\left(3 x \\right)} + \\left(C_{1} - \\frac{x}{6}\\right) \\cos{\\left(3 x \\right)}$" | |
| }, | |
| "metadata": {}, | |
| "execution_count": 11 | |
| } | |
| ], | |
| "source": [ | |
| "# Check using direct solution:\n", | |
| "odex = hode - Fx\n", | |
| "dsolve(odex)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "070df20e", | |
| "metadata": { | |
| "id": "070df20e" | |
| }, | |
| "source": [ | |
| "Note the constant 1/18 for the sin(3x) in the particular solution is subsumed within C2. " | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "id": "5ee15b31", | |
| "metadata": { | |
| "id": "5ee15b31" | |
| }, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 3 (ipykernel)", | |
| "language": "python", | |
| "name": "python3" | |
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| "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" | |
| }, | |
| "colab": { | |
| "provenance": [], | |
| "include_colab_link": true | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 5 | |
| } |
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