{ "cells": [ { "cell_type": "markdown", "metadata": { "deletable": false, "editable": false, "nbgrader": { "cell_type": "markdown", "checksum": "4ec40081b048ce2f34f3f4fedbb0be10", "grade": false, "grade_id": "cell-98f724ece1aacb67", "locked": true, "schema_version": 3, "solution": false, "task": false } }, "source": [ "# CDS: Numerical Methods Assignments\n", "\n", "- See lecture notes and documentation on Brightspace for Python and Jupyter basics. If you are stuck, try to google or get in touch via Discord.\n", "\n", "- Solutions must be submitted via the Jupyter Hub.\n", "\n", "- Make sure you fill in any place that says `YOUR CODE HERE` or \"YOUR ANSWER HERE\".\n", "\n", "## Submission\n", "\n", "1. Name all team members in the the cell below\n", "2. make sure everything runs as expected\n", "3. **restart the kernel** (in the menubar, select Kernel$\\rightarrow$Restart)\n", "4. **run all cells** (in the menubar, select Cell$\\rightarrow$Run All)\n", "5. Check all outputs (Out[\\*]) for errors and **resolve them if necessary**\n", "6. submit your solutions **in time (before the deadline)**" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "team_members = \"Koen Vendrig, Kees van Kempen\"" ] }, { "cell_type": "markdown", "metadata": { "deletable": false, "editable": false, "nbgrader": { "cell_type": "markdown", "checksum": "7317367b26066eae942edeea4e7d4280", "grade": false, "grade_id": "cell-e9dc85dd9ad77a5e", "locked": true, "schema_version": 3, "solution": false, "task": false } }, "source": [ "## Ordinary Differential Equations - Initial Value Problems\n", "\n", "In the following you will implement your own easy-to-extend ordinary differential equation (ODE) solver, which can be used to solve first order ODE systems of the form\n", "\n", "\\begin{align*}\n", " \\vec{y}'(x) = \\vec{f}(x, \\vec{y}),\n", "\\end{align*}\n", "\n", "for $x = x_0, x_1, \\dots, x_n$ with $x_i = i h$, step size $h$, and an initial condition of the form $\\vec{y}(x=0)$.\n", "The solver will be capable of using single-step as well as multi-step approaches. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "deletable": false, "nbgrader": { "cell_type": "code", "checksum": "910692c2f4b93f251a3a128caf2b0c37", "grade": true, "grade_id": "cell-acb87410eaef9fe1", "locked": false, "points": 0, "schema_version": 3, "solution": true, "task": false } }, "outputs": [], "source": [ "import numpy as np\n", "from matplotlib import pyplot as plt\n", "from matplotlib import gridspec" ] }, { "cell_type": "markdown", "metadata": { "deletable": false, "editable": false, "nbgrader": { "cell_type": "markdown", "checksum": "79e708efbac889db28e537bcf01e26c6", "grade": false, "grade_id": "cell-a27c54a734bf2232", "locked": true, "schema_version": 3, "solution": false, "task": false } }, "source": [ "### Task 1\n", "\n", "Implement the Euler method in a general Python function $\\text{integrator(x, y0, f, phi)}$, which takes as input a one-dimensional array $x$ of size $n+1$, the initial condition $y_0$, the *callable* function $f(x, y)$, and the integration scheme $\\Phi(x, y, f, i)$. It should return the approximated function $\\tilde{y}(x)$. \n", "\n", "The integration scheme $\\text{phi}$ is supposed to be a *callable* function as returned from another Python function $\\text{phi_euler(x, y, f, i)}$, where $i$ is the step number. In this way we will be able to easily extend the ODE solver to different methods." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "deletable": false, "nbgrader": { "cell_type": "code", "checksum": "8396264309b023abf89a62200fa55379", "grade": true, "grade_id": "cell-1f9655333f2dc3cb", "locked": false, "points": 3, "schema_version": 3, "solution": true, "task": false } }, "outputs": [], "source": [ "def integrator(x, y0, f, phi):\n", " \"\"\"\n", " Numerically solves the initial value problem (IVP) given by ordinary differential\n", " equation (ODE) f(x, y) = y' with initial value y0 using the integration scheme\n", " provided by phi.\n", "\n", " Args:\n", " x: size n + 1 numerical array of x values\n", " y0: an initial value to the function f\n", " f: a callable function with signature (x, y), with x and y the current state\n", " of the system, and f such that f(x, y) = y' in the ODE\n", " phi: a callable function with signature (x, y, f, i), with x and y the current state\n", " of the system, i the step number, and f as above, representing the integration\n", " scheme to use\n", "\n", " Returns:\n", " An n + 1 numerical array representing an approximate solution to y in y' = f(x, y)\n", " given initial value y0, steps from x, and using integration scheme phi.\n", " \"\"\"\n", " \n", " eta = np.zeros(((len(x),) + np.shape(y0)))\n", " eta[0] = y0\n", " \n", " for i in range(1, len(eta)):\n", " h = x[i] - x[i - 1]\n", " eta[i] = eta[i - 1] + h*phi(x, eta, f, i)\n", " \n", " return eta" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "deletable": false, "nbgrader": { "cell_type": "code", "checksum": "35d6f653b74f2c8e2ff509890754df72", "grade": true, "grade_id": "cell-04ac3a0537092706", "locked": false, "points": 3, "schema_version": 3, "solution": true, "task": false } }, "outputs": [], "source": [ "def phi_euler(x, y, f, i):\n", " \"\"\"\n", " Returns the integrator phi = f(x, y) for the Euler method to solve the ODE\n", " y' = f(x, y).\n", "\n", " Args:\n", " x: size n + 1 numerical array of x values\n", " y: size n + 1 numerical array of y values with estimates up to index i - 1\n", " f: a callable function with signature (x, y), with x and y the current state\n", " variables of the system, and f such that f(x, y) = y' in the ODE\n", " i: the current step number to calculate phi for\n", "\n", " Returns:\n", " The integrator phi(x, y, f, i) = f(x, y).\n", " \"\"\"\n", " \n", " return f(x[i - 1], y[i - 1])" ] }, { "cell_type": "markdown", "metadata": { "deletable": false, "editable": false, "nbgrader": { "cell_type": "markdown", "checksum": "a300f75f62faab4732ebcac7bde5e18e", "grade": false, "grade_id": "cell-047f2dfab5489a88", "locked": true, "schema_version": 3, "solution": false, "task": false } }, "source": [ "### Task 2 \n", "\n", "Debug your implementation by applying it to the following ODE\n", "\n", "\\begin{align*}\n", " \\vec{y}'(x) = y - x^2 + 1.0,\n", "\\end{align*}\n", " \n", "with initial condition $y(x=0) = 0.5$. To this end, define the right-hand side of the ODE as a Python function $\\text{ODEF(x, y)}$, which in this case returns $f(x,y) = y - x^2 + 1.0$. You can then hand over the function $\\text{ODEF}$ to the argument $\\text{f}$ of your $\\text{integrator}$ function.\n", "\n", "Plot the solution you found with the Euler method together with the exact solution $y(x) = (x+1)^2 - 0.5 e^x$.\n", "\n", "Then implement a unit test for your $\\text{integrator}$ function using this system." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "deletable": false, "nbgrader": { "cell_type": "code", "checksum": "692bfda705027a7fa4452a7e03c8fa7d", "grade": true, "grade_id": "cell-8b8cb282dfe95a03", "locked": false, "points": 4, "schema_version": 3, "solution": true, "task": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " For the given initial value problem y' = (x + 1)^2 + 1.0, taking x from 0 to 10 in 3000 steps,\n", " we find a large deviation between exact and estimate solutions at the point that y' = 0.\n", " We could fix this by taking some other measure, like the absolute difference, but as\n", " the solutions decrease so hard, that will suck later on.\n", " \n" ] } ], "source": [ "# This here is for debugging. We thought to keep it here,\n", "# as debugging was part of the task.\n", "\n", "def ODEF(x, y):\n", " return y - x**2 + 1.0\n", "\n", "x = np.linspace(0, 10, 3000)\n", "y0 = .5\n", "\n", "eta = integrator(x, y0, ODEF, phi_euler)\n", "y_exact = (x + 1)**2 - 0.5*np.exp(x)\n", "\n", "fig = plt.figure(figsize=(12, 8))\n", "gs = gridspec.GridSpec(3, 1, height_ratios=[2, 1, 1])\n", "\n", "# Above plots\n", "ax0 = plt.subplot(gs[0])\n", "ax0.plot(x, eta, label=\"Euler method solution\")\n", "ax0.plot(x, y_exact, label=\"exact solution\")\n", "ax0.legend()\n", "plt.title(\"Solutions to $y' = y - x^2 + 1.0$\")\n", "plt.xlabel(\"x\")\n", "ax0.set_ylabel(\"y(x)\")\n", "\n", "# Relative absolute residue plots\n", "ax1 = plt.subplot(gs[1])\n", "ax1.plot(x, np.abs(eta/y_exact - 1), label=\"relative absolute residue\")\n", "ax1.legend()\n", "ax1.set_ylabel(\"$|\\eta(x)/y(x) - 1|$\")\n", "\n", "# Absolute residue plots\n", "ax2 = plt.subplot(gs[2])\n", "ax2.plot(x, np.abs(eta - y_exact), label=\"absolute residue\")\n", "ax2.legend()\n", "ax2.set_ylabel(\"$|\\eta(x) - y(x)|$\")\n", "\n", "plt.show()\n", "\n", "print(\"\"\"\n", " For the given initial value problem y' = (x + 1)^2 + 1.0, taking x from 0 to 10 in 3000 steps,\n", " we find a large deviation between exact and estimate solutions at the point that y' = 0.\n", " We could fix this by taking some other measure, like the absolute difference, but as\n", " the solutions decrease so hard, that will suck later on.\n", " \"\"\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "deletable": false, "nbgrader": { "cell_type": "code", "checksum": "aea0c6713e9bd3871c2e93e65e93d903", "grade": true, "grade_id": "cell-715c304f22415d45", "locked": false, "points": 3, "schema_version": 3, "solution": true, "task": false } }, "outputs": [], "source": [ "def test_integrator():\n", " \"\"\"\n", " Tests the Euler algorithm defined by phi_euler and the integrator\n", " using y' = y - x^2 + 1.0 with y0 = 0.5 for 0 <= x <= 3.\n", " \"\"\"\n", " \n", " def ODEF(x, y):\n", " return y - x**2 + 1.0\n", " \n", " x = np.linspace(0, 3, 100000)\n", " y0 = .5\n", "\n", " eta = integrator(x, y0, ODEF, phi_euler)\n", " y_exact = (x + 1)**2 - 0.5*np.exp(x)\n", " \n", " # Assert the relative error of the approximation is lower than TOL.\n", " TOL = 1e-4\n", " assert np.all(np.abs(eta/y_exact - 1) < TOL)\n", " \n", "test_integrator()" ] }, { "cell_type": "markdown", "metadata": { "deletable": false, "editable": false, "nbgrader": { "cell_type": "markdown", "checksum": "8048460a3a4d5e94b9e9f086d90ff0d0", "grade": false, "grade_id": "cell-99399435c164c96d", "locked": true, "schema_version": 3, "solution": false, "task": false } }, "source": [ "### Task 3\n", "\n", "Extend the set of possible single-step integration schemes to the modified Euler (Collatz), Heun, and 4th-order Runge-Kutta approaches by implementing the functions $\\text{phi_euler_modified(x, y, f, i)}$, $\\text{phi_heun(x, y, f, i)}$, and $\\text{phi_rk4(x, y, f, i)}$. These can be used in your $\\text{integrator}$ function instead of $\\text{phi_euler}$." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "deletable": false, "nbgrader": { "cell_type": "code", "checksum": "dc82ac823cbd262952a6990776e26d09", "grade": true, "grade_id": "cell-ea865d2efbc574d6", "locked": false, "points": 9, "schema_version": 3, "solution": true, "task": false } }, "outputs": [], "source": [ "def phi_euler_modified(x, y, f, i):\n", " \"\"\"\n", " Function that implements the modified Euler (Collatz) method to calculate phi at step i.\n", " \n", " Args:\n", " x: an array of x-values\n", " y: an array of y-values\n", " f: a callable function with scalar arguments x, y\n", " i: the step i at which phi should be calculated\n", " \n", " Returns:\n", " phi: Phi calculated at step i for values x and y with function f\n", " \"\"\"\n", " \n", " h = x[i]-x[i-1]\n", " phi = f(x[i-1]+0.5*h, y[i-1]+0.5*h*f(x[i-1],y[i-1]))\n", " return phi\n", " \n", "def phi_heun(x, y, f, i):\n", " \"\"\"\n", " Function that implements the Heun method to calculate phi at step i.\n", " \n", " Args:\n", " x: an array of x-values\n", " y: an array of y-values\n", " f: a callable function with scalar arguments x, y\n", " i: the step i at which phi should be calculated\n", " \n", " Returns:\n", " phi: Phi calculated at step i for values x and y with function f\n", " \"\"\"\n", " \n", " h = x[i]-x[i-1]\n", " phi = 0.5*(f(x[i-1],y[i-1])+f(x[i-1]+h,y[i-1]+h*f(x[i-1],y[i-1])))\n", " return phi\n", " \n", "def phi_rk4(x, y, f, i):\n", " \"\"\"\n", " Function that implements the 4th order Runge-Kutta method to calculate phi at step i.\n", " \n", " Args:\n", " x: an array of x-values\n", " y: an array of y-values\n", " f: a callable function with scalar arguments x, y\n", " i: the step i at which phi should be calculated\n", " \n", " Returns:\n", " phi: Phi calculated at step i for values x and y with function f\n", " \"\"\"\n", " \n", " h = x[i]-x[i-1]\n", " k1 = f(x[i-1],y[i-1])\n", " k2 = f(x[i-1]+0.5*h,y[i-1]+0.5*h*k1)\n", " k3 = f(x[i-1]+0.5*h,y[i-1]+0.5*h*k2)\n", " k4 = f(x[i-1]+h,y[i-1]+h*k3)\n", " phi = (1/6)*(k1+2*k2+2*k3+k4)\n", " return phi" ] }, { "cell_type": "markdown", "metadata": { "deletable": false, "editable": false, "nbgrader": { "cell_type": "markdown", "checksum": "996fa4ae58be6c15aed465d8d7e5618e", "grade": false, "grade_id": "cell-a783908a0db32a24", "locked": true, "schema_version": 3, "solution": false, "task": false } }, "source": [ "### Task 4\n", "\n", "Add the possibility to also handle the following multi-step integration schemes:\n", "\n", "\\begin{align*}\n", " \\Phi_{AB3}(x, y, f, i) = \n", " \\frac{1}{12} \\left[ \n", " 23 f(x_i, y_i) \n", " - 16 f(x_{i-1}, y_{i-1})\n", " + 5 f(x_{i-2}, y_{i-2})\n", " \\right]\n", "\\end{align*}\n", "\n", "and\n", "\n", "\\begin{align*}\n", "\\Phi_{AB4}(x, y, f, i) = \n", " \\frac{1}{24} \\left[ \n", " 55 f(x_i, y_i) \n", " - 59 f(x_{i-1}, y_{i-1})\n", " + 37 f(x_{i-2}, y_{i-2})\n", " - 9 f(x_{i-3}, y_{i-3})\n", " \\right]\n", "\\end{align*}\n", " \n", "In these cases the initial condition $\\text{y0}$ must be an array consisting of several initial values corresponding to $y_0$, $y_1$, $y_2$ (and $y_3$). Use the Runga-Kutta method to calculate all of the initial values before you start the AB3 and AB4 integrations." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "deletable": false, "nbgrader": { "cell_type": "code", "checksum": "d301f6514b2bc50a77d929518f6928df", "grade": true, "grade_id": "cell-0bd05d93759bd652", "locked": false, "points": 6, "schema_version": 3, "solution": true, "task": false } }, "outputs": [], "source": [ "def phi_ab3(x, y, f, i):\n", " \"\"\"\n", " Function that implements the AB3 method to calculate phi at step i, using the\n", " 4th order Runge-Kutta method for the first three values.\n", " \n", " Args:\n", " x: an array of x-values\n", " y: an array of y-values\n", " f: a callable function with scalar arguments x, y\n", " i: the step i at which phi should be calculated\n", " \n", " Returns:\n", " phi: Phi calculated at step i for values x and y with function f\n", " \"\"\"\n", " \n", " # The first three y values are to be calculated using the Runga-Kutta method.\n", " if i < 3:\n", " return phi_rk4(x, y, f, i)\n", " \n", " phi = (1/12)*( 23*f(x[i - 1], y[i - 1]) - 16*f(x[i - 2], y[i - 2]) + 5*f(x[i - 3], y[i - 3]) )\n", " return phi\n", "\n", "def phi_ab4(x, y, f, i):\n", " \"\"\"\n", " Function that implements the AB4 method to calculate phi at step i, using the\n", " 4th order Runge-Kutta method for the first four values.\n", " \n", " Args:\n", " x: an array of x-values\n", " y: an array of y-values\n", " f: a callable function with scalar arguments x, y\n", " i: the step i at which phi should be calculated\n", " \n", " Returns:\n", " phi: Phi calculated at step i for values x and y with function f\n", " \"\"\"\n", " \n", " # The first four y values are to be calculated using the Runga-Kutta method.\n", " if i < 4:\n", " return phi_rk4(x, y, f, i)\n", " \n", " phi = (1/24)*( 55*f(x[i - 1], y[i - 1]) - 59*f(x[i - 2], y[i - 2]) + 37*f(x[i - 3], y[i - 3]) - 9*f(x[i - 4], y[i - 4]) )\n", " return phi" ] }, { "cell_type": "markdown", "metadata": { "deletable": false, "editable": false, "nbgrader": { "cell_type": "markdown", "checksum": "c621385b0e71eb6fd2e4d6041268bd15", "grade": false, "grade_id": "cell-3fac52fc46f0a497", "locked": true, "schema_version": 3, "solution": false, "task": false } }, "source": [ "### Task 5\n", "\n", "Plot the absolute errors $\\delta(x) = |\\tilde{y}(x) - y(x)|$ with a $y$-log scale for all approaches with $0 \\leq x \\leq 2$ and a step size of $h=0.02$ for the ODE from task 2." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "deletable": false, "nbgrader": { "cell_type": "code", "checksum": "22f375f78eeb46befb192c08db0f48e9", "grade": true, "grade_id": "cell-e61d969c23914a5f", "locked": false, "points": 4, "schema_version": 3, "solution": true, "task": false } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "algos = [\n", " (phi_euler, \"Euler\"),\n", " (phi_euler_modified, \"modified Euler (Collatz)\"),\n", " (phi_heun, \"Heun\"),\n", " (phi_rk4, \"4th order Runge-Kutta\"),\n", " (phi_ab3, \"AB3\"),\n", " (phi_ab4, \"AB4\"),\n", "]\n", "\n", "def ODEF(x, y):\n", " return y - x**2 + 1.0\n", "\n", "h = .02\n", "x = np.arange(0, 2, h)\n", "y = (x + 1)**2 - 0.5*np.exp(x)\n", "y0 = .5\n", "eta = np.zeros(len(x))\n", "\n", "fig = plt.figure(figsize=(12, 12))\n", "gs = gridspec.GridSpec(2, 1, height_ratios=[2, 2])\n", "\n", "ax0 = plt.subplot(gs[0])\n", "ax0.plot(x, y, label=\"exact solution\", color=\"springgreen\")\n", "ax0.set_yscale(\"log\")\n", "ax0.set_title(\"Solutions to $y' = y - x^2 + 1.0$\")\n", "\n", "ax1 = plt.subplot(gs[1])\n", "ax1.set_ylabel(\"$\\delta(x) = |\\~y(x) - y(x)|$\")\n", "ax1.set_yscale(\"log\")\n", "\n", "for alg, alg_name in algos:\n", " eta = integrator(x, y0, ODEF, alg)\n", " ax0.plot(x, eta, label=alg_name)\n", " ax1.plot(x, np.abs(eta - y), label=alg_name)\n", "\n", "ax0.legend()\n", "plt.xlabel(\"x\")\n", "ax0.set_ylabel(\"y(x)\")\n", "ax1.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "deletable": false, "editable": false, "nbgrader": { "cell_type": "markdown", "checksum": "9fd7c159424b1d536c11d53764cce54c", "grade": false, "grade_id": "cell-3c99ac2c49457d60", "locked": true, "schema_version": 3, "solution": false, "task": false } }, "source": [ "### Task 6\n", "\n", "Study the accuracies of all approaches as a function of the step size $h$. To this end use your implementations to solve\n", "\n", "\\begin{align*}\n", " \\vec{y}'(x) = y\n", "\\end{align*}\n", " \n", "with $y(x=0) = 1.0$ for $0 \\leq x \\leq 2$. \n", "\n", "Plot $\\delta(2) = |\\tilde{y}(2) - y(2)|$ as a function of $h$ for each integration scheme." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "deletable": false, "nbgrader": { "cell_type": "code", "checksum": "0060c86da7630a17a6da4769bb0c728f", "grade": true, "grade_id": "cell-552ef9b066bc9b1c", "locked": false, "points": 4, "schema_version": 3, "solution": true, "task": false } }, "outputs": [ { "data": { "image/png": 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wKqUXi6emc+fYFCLDguuDppOz76Jo4yqKK4qor60lNDw80CVJENKVdBEREenyhvWJ5d/vGsWmf5nHf9w9ioZGy3eW7mLKj5bz7+/s5UhxRaBLbJY95A5K4iuxtopNv10S6HIkSCmki4iISLcREx7CfVPTee/RWbz21WnMzXTxwqZj5Py/1dz3h818sOc0DY3ugNbYO7I3Z6dXA+Hs/XBTQGuR4KXlLiIiItLtGGOYnJHI5IxEzl4czp+2HOflzYV85YVt9IuL4PO3pPGZW1JxxUYEpL454+7h7PvrqKg/xfnDhSQMTgtIHRK8dCVdREREujVXbASP5AxlzT9n87vFExniiuH/LTvA9B+v5JGXt7P5yDm/f9B03qBPsiftFNDImt++6Nfnlq5BV9JFRESkRwhxOrh1ZF9uHdmXoyWVvLSpgD9tPc67H59iWJ8YFk9N554JA4gJ93086hvdl+pxBsfROI4d3+/z55OuR1fSRUREpMcZmBTN924fweZ/yeVnC8cQFuLg+2/tYcoPl/P9N3eTf/qiz2uYl3UPNZEOGtyl5P9llc+fT7oWhXQRERHpsSLDnHx6cirvPDKTN78+gwWj+vHq1uN84pdr+PRvN/LOzpPUNfjmg6bzB97G6pGHAAeb33zXJ88hXZeWu4iIiEiPZ4xhXGo841Lj+d4nh/PatuO8uKmQbyz5iKSYcD53SyqfuyWN/vGRnfacqb1SicmII2RbIiUXC6ivqiE0KjAfZJXgoyvpIiIiIldIiA7j4dmDWfVPc3nuS5MZlxrH/+QdYuZPV/KVF7ay7mAJbnfnfNB03pA7OZ1QgbXVbPzty51yTOkeFNJFRERE2uBwGOZmuvjDA5NZ8+1svjJnMFuOnee+ZzaT+5+reWbdUcqq6m/qOean38oH4w5gTAR7t33YSZVLd6CQLiIiInIdqYlRfGdBFhu/m8MvPzOOhOgwfvDuXqb8eDnfef1jdp8ou6HjDo4fTEpCH0KdMVTWn6Qk/2gnVy5dlUL6FYwxdxhjfldWdmM/aCIiItK9hYc4uXt8Cku/Np2/fHMm94wfwNs7T3L7r9dxz1PreWN7ETX1jR0+njGG3EGfZGf6KcDN2t9ryYt4GH837+8KJk2aZLdu3RroMkRERKQLKK+pZ+m2Il7YVMCR4koSokL59ORUvnBLOmm9o667/55ze/jsu5/l798bizEOHl3yRz9ULcHCGLPNWjvp6nFdSRcRERG5Cb0iQvnSjIGs+Mc5vPzlKUwd1Js/rD3KnF/k8aX//ZCV+8/QeI0Pmo5IHEH/yGQcEZYGdyl731rux+olWCmki4iIiHQCYwzThyTxm/smsv47OXwzZyh7Tpbz4HNbmfPzPH6z6jDnKmrb3G/ewAW8N/ow4GDLO+/7v3gJOgrpIiIiIp2sb1wE35o/jPWP5fDUFyaQmhDFT9/fz7Qfr+Rve063mj8/fT5FSZVEmETOVRRQW1EZgKolmCiki4iIiPhIqNPB343ux5KHp7LsW7Nx9QrnhU0FreaNTR5LUngCdQnnsbaaDb/RB0h7OoV0ERERET8Y2ieWBSP7svlIKZW1DS22OYyDeRm38tqEYxgTyf6d2wJUpQQLhXQRERERP8nJclHX6Gb9oZJW23LTc7kY5ibWEUVV/UnO7j0UgAolWCiki4iIiPjJpIxEYsJDyMsvbrVtYp+JxIX14sKAAsDN2j8s8X+BEjQU0kVERET8JCzEwcwhSazKP8vV96oJdYSSnZbDn0eeJ8QkcPzUgQBVKcFAIV1ERETEj3KyXJwqq2H/6YuttuWm5XIRN4lhdTS6z7N7qdox9lQK6SIiIiJ+NDczGYCV+8+22jat/zSiQ6IoytoPONjy17/5uToJFgrpIiIiIn7k6hXBqJRerMpvHdLDnGHMTp3D+ykOoh29OV9ZSG156yvu0v0ppIuIiIj4WXami20F57lQVddqW25aLqU00Cf6NNbWsO6pFwNQoQSaQrqIiIiIn2VnuXBbWHOwdSvGmSkziXCGs3/0EYyJIn/3RwGoUAJNIV1ERETEz8YOiCcxOoy8NtalR4VGMSNlJssTYkhyRFJdf4rTu/IDUKUEkkK6iIiIiJ85HYY5w5JZlX+WRrdttX1e2jzO2jpSXPsAy9pn1DO9p1FIFxEREQmAuZnJnK+qZ2fRhVbb5qTOIcQRws5h5YSaRE6cOURjY6P/i5SAUUgXERERCYA5w5JxGNpc8tIrrBdT+k1hWWwv0kNraHRfYPdr7wWgSgkUhXQRERGRAIiPCmNiegJ5bbRiBJifNp8idzWpaVsAJ9v+tsK/BUpAKaSLiIiIBMjcTBe7T5Rztrym1bbstGwcxsGG1BhinEmcryyk6nxZAKqUQFBIFxEREQmQnCwXAKvyi1ttS4xIZGKfiSyP7cWoyONALeufesHPFUqgKKSLiIiIBEhW31j6xUWwso116eC5sdHhhnJcaR9hTDQH9u70c4USKArpIiIiIgFijGFupot1h0qoa3C32j4vbR4Aq/qn4QqNoabhNCe27fF3mRIACukiIiIiAZSdmUxFbQNbj5W22tYnug9jksewLCaWafFbAMv65//k/yLF7xTSRURERAJoxpAkwpyOdpe8zE+bz766c0T0KSLU0ZuTZ9UzvSdQSBcREREJoOjwEKYMSmy3FeO8dM+Sl+X9sxgY6abRlrFzyTv+LFECQCFdREREJMCyM10cLq6k8FxVq22psalkJWaxPCaG2ckrgRA+WpHn/yLFrxTSRURERALsUivG9q6m56blsqP6FHWxNcSGuLhQdZyqkvP+LFH8TCFdREREJMAykqIZmBTdfivG9FwAVqSNZXTcWaCONU+qZ3p3ppAuIiIiEgSyM11sPHKO6rrWHwodHD+YgXEDWR4dxS29V2FMDIcPfOz/IsVvFNJFREREgkB2VjJ1DW42HC5pc3tuWi5bK4u4GBFOn4gEahpOU/Shgnp3pZAuIiIiEgRuGZhIVJiz/XXp6bk02kbyMiYwPdkTztf98TV/lih+pJAuIiIiEgTCQ5zMGJJE3v5irLWttg9PHE5KTArLo6MZGL2bMEcyp0oOq2d6N6WQLiIiIhIkcrJcnLhQzYEzFa22GWOYlzaPjRePUBEey8D4cNy2nI9e+HMAKhVfU0gXERERCRJzM5OB9lsxzk+fT727ntWDpzCnqWf6jlVr/Fih+ItCuoiIiEiQ6BcXyfB+vdptxTgmeQzJkcmsiIog1nGGXmH9KKs+TsXpYj9XKr6mkC4iIiISRLIzk9lWcJ6y6vpW2xzGQU5aDusuHKA6Komx/eqAetb+5kX/Fyo+pZAuIiIiEkRyslw0ui1rD7Z9dXx++nyqG2tYP2Q6E6PfxWFiOXxwt5+rFF9TSBcREREJIuPTEoiPCiVvf9shfWKficSHx7M8KhynraFvrIvaxjMUrt/u50rFlxTSRURERIKI02GYPTSZ1QfO4na3bsUY4gghOzWb1aV7qItPY8agMwCsf3mpv0sVH1JIFxEREQkyOVkuSirq2HWirM3tuem5VNRXsHnIDNLq/ka4sw+nzx2hsa71OnbpmhTSRURERILM7GHJGEO7XV6m9ptKTGgMyyPDwDYyuE8CbnuRbc+/4edKxVcU0kVERESCTGJ0GONT49vtlx7mDGP2gNmsLP6IhuQsZg3eC4Syc906/xYqPqOQLiIiIhKEsjNdfFxURvHF2ja3z0+fz4XaC2wfMpOYkvXERQygvOY4F0+2Heyla1FIFxEREQlC2VkuAFa1czV9ev/pRDgjWBYRAsC4obFAA6uf+qO/ShQfUkgXERERCUIj+/fCFRvOqvy2WzFGhUYxM2UmK85swT1gEuPjV+MwvTh6ZK+fKxVfUEgXERERCULGGLIzXaw5UEx9o7vNObnpuRRXF/Px4Fk4S3bTLyGVusazHF39oZ+rlc6mkH4FY8wdxpjflZW13e5IRERExJ+ys1xcrG1gW8H5NrfPHjCbEEcIy8MdYBzMnOhZ+rLhlT/7s0zxAYX0K1hr37HWPhwXFxfoUkRERESYOTSJUKchr51WjLFhsUzrN43lpzZgM2YxoPIvRIT05cz5o+qZ3sUppIuIiIgEqZjwEG4ZmNhuK0bwdHk5UXGC/UPnwPmjDMnIwNoKPnz2T36sVDqbQrqIiIhIEMvOdHHgTAVF56va3D43dS5O42RZiBucYcwaVw6EsWvjBv8WKp1KIV1EREQkiF1qxdjekpeEiAQm9ZnEipPrYOitRBW8SXxUKhdrTlB2/JQ/S5VOpJAuIiIiEsQGJUWTlhhFXjutGAHmpc/jSNkRjgyZAxVnGD9xENDAmt+84L9CpVMppIuIiIgEMWMMOVkuNhwuoaa+sc0589LmAbDMWQdhsYztn4/TxHH02D5/liqdSCFdREREJMjNzUympt7NxiPn2tzuinIxLnkcK4rWwPDbcea/S3/XYOobizm8XGvTuyKFdBEREZEgN3VQbyJDne2uSwfPjY32le7j+JC5UFvGjHkZgGHja2/5q0zpRArpIiIiIkEuItTJjCG9Wbn/LNbaNudcWvKygkqISiKlbg0RIX05W3aM+tpaf5YrnUAhXURERKQLmJvpouh8NYeLK9rcPiB2AMMTh7P8eB6MvBvy32dY1kisreTD37/q32Llpimki4iIiHQBl1sxtt/lJTc9l53FOzkzLBcaqpmZkwiEs/vDTX6qUjqLQrqIiIhIF5ASH0lmn1hWXmddOsDKhvMQl0rksXdIiE6jovYE548e91ep0gkU0kVERES6iOwsF1uOlVJeU9/m9kFxgxgUN4jlhStg1EI4vJKJc6cBjax5+iX/Fis3RSFdREREpIvIzkymwW1Zf7Ck3Tm56blsPbOV0sxbwd3AqGFlOB3xFBTu92OlcrMU0kVERES6iInpCcRGhFxzycv89Pm4rZtVNachOQvn3jdI6TOEencJ+e+t9mO1cjMU0kVERES6iBCng9nDkll1oBi3u+1WjJkJmaTEpLCscDmMWgSFG5j1mfmAYfOf/+LfguWGKaSLiIiIdCE5mS6KL9ay52R5m9uNMcxPn8+mU5soz/oEAH3dW4kM7UdJ+THqq2r8Wa7cIIV0ERERkS5kTmYyxkBe/rW7vDS4G1hTWQgpE2HXa2SOGo+1VWz83ct+rFZulEK6iIiISBeSFBPOmAHx11yXPjppNK5IF8sLlsPoe+H0LmZ+ZirGRLB32xY/Vis3SiFdREREpIvJyXSxs+gC5ypq29zuMA7mpc9j/Yn1VGUuAOMg/OhfSYxJo7LuBOcOHvNvweI1hXQRERGRLiY7KxlrYfWBa9x9NC2XmsYa1pcfgoxZsPt1Jt02H3Cz9vfqmR7sFNJFREREuphR/eNIigm/5pKXCX0mkBCewLKCZZ4lL6VHGDXVhdORQMHxfD9WKzdCIV1ERESki3E4DHMzk1lzoJiGRnebc0IcIeSk5bCmaA11wz4BzjDYtZTUfsNocJey9+0Vfq5avKGQLiIiItIF5WS5KK9pYHvhhXbnzEubR2V9JZsu7Ieht8Lupcz6+88ADra8857fahXvKaSLiIiIdEEzhyYR4jDXbMU4td9UYkNjPUteRi2EitO4ok4TFdqfcxcLqK2o9GPF4g2FdBEREZEuqFdEKJMyEsi7xrr0UGcoc1LnkHc8j4YhuRAWA7teI2vsRKytZsPT6pkerBTSRURERLqonCwX+09f5OSF6nbn5KblUlZbxtbzeyHrk7D3baY/tBBjItm/Y5sfqxVvKKSLiIiIdFHZmS7g2ncfnZ4ynciQyMs3Nqq5QPjpTfSOSaeq/iTF+4/4q1zxgkK6iIiISBc1xBXDgIRI8va33y89MiSSmSkzWVG4AvfA2RCZCLtfZ/IdC1DP9OClkC4iIiLSRRljyM50sf5QCTX1je3Oy03LpaS6hJ2le2HkPbD/r4xYMJUQRyLHTx7wY8XSUQrpIiIiIl1YTpaL6vpGNh8tbXfO7AGzCXWENi15WQQN1ZD/V9JSMmlwn2f3n//mx4qlIxTSRURERLqwqYN6Ex7iuGaXl5iwGKb1n8byguXYAVOg1wDY9TqzHvo84GDrXz7wX8HSIQrpIiIiIl1YZJiT6YN7k5d/Fmttu/Ny03I5WXmSvRf2w+iFcHgFSalxRIelUFpRQG35RT9WLdejkC4iIiLSxWVnuSg4V8XRkvZvTpSdmo3TOFlRsAJGLQJ3A+x9kxETJmNtDet/ow+QBhOFdBEREZEu7lIrxpXXWPISHxHPpL6TWFawDNtnFCRlwq7XmfaVz2NMFPt3feSvcqUDFNJFREREurjUxCiGumJYld9+K0aA+WnzOVZ+jMNlRzwfIC3YQGh9CUm90qmuP8npXfl+qliuRyFdREREpBvIznKx+eg5Kmob2p2Tk5aDwbC8cDmMWghY2P0GU+65HbCse/ZVv9Ur16aQLiIiItINZGe6qG+0rD9U0u6c5KhkxrnGeVox9h4M/SfA7tfJvG0OoY7eFJ0+QGNj+/3WxX8U0kVERES6gUkZCcSGh1yzFSN4urzkn8/nePlxGH0vnNoJJQdJT8ui0X2BPUvVjjEYKKSLiIiIdAOhTgezhiVdtxXjvPR5AJ4lLyPvAQzsep3ZD38BcLLt/WX+KViuSSFdREREpJuYm+niTHkte0+VtzsnJSaFEb1HeJa89OoHA2fBrtdIGJRKTFgKpZWFVF9Qz/RAU0gXERER6SbmZiYDXHfJy/z0+Xxc8jGnK097eqaXHoZTOxgxeQpQy7on/+iHauVaFNJFREREuglXbASjU+LIu04rxnlpniUvKwpXwIg7wREKu15n6lc+izFRHNy70x/lyjUopIuIiIh0I9lZLj4qPM/5yrp25wyMG8iQ+CGeJS+RCTB0PuxeSmhoCMlxA6luOMWpj/b6sWq5mkK6iIiISDeSk+XCbWHNwWtfTc9Nz2X72e2cqz7nubHRxVNQsIFpi+4ALGuf+5N/CpY2KaSLiIiIdCNjUuLoHR3Gyg60YnRbN3nH82DYbRAaDbteY8j8mYQ6kjh59qB6pgeQQrqIiIhIN+JwGOZkJrP6QDGN7vZbMQ5LGEZqbKpnyUtYFGR9Eva+BQ11ZKQPp9Fdxq5X3vVj5XIlhXQRERGRbiY708WFqnp2HD/f7hxjDLlpuWw+tZnyunLPjY1qLsDhFcz62n1ACNtW5PmtZmlJIV1ERESkm5k9NBmnw1x/yUt6Lg22gdXHV8PgbIhMhF2vk5CeQkx4ChcqC6k6X+anquVKCukiIiIi3UxcVCgT0xLI23/tD4+OShpFn6g+LCtYBs5QGHk35P8V6ioZPW0aUMe6/1HP9EBQSBcRERHphrKzXOw9Vc7pspp25ziMg3lp89hwcgNV9VWeGxvVV0H+e0z5+89gTDQH96tneiD0mJBujIk2xjxvjPm9MeYLga5HRERExJeyszx3H12Vf/0lL7WNtaw9sRbSpkGvFNj1Gs6wUPokDKKm4Qwntu3yR8lyBb+HdGNMvDHmdWPMfmPMPmPMtBs8zrPGmLPGmN1tbFtgjMk3xhwyxjzWNPwp4HVr7UPAnTfxEkRERESCXmafWPrHRVx3XfoE1wQSIxJZUbACHA4Y9Sk4tByqSpn2mbvx9Ex/zS81y2WBuJL+38D71tosYCyw78qNxhiXMSb2qrEhbRznOWDB1YPGGCfwJHAbMAL4nDFmBDAAON40TU0/RUREpFszxpCd5WL9oRJqG9qPPk6Hk+zUbFYXraa2sdbT5cXdAHvfYtDcKYQ5XZwqPqSe6X7m15BujIkDZgPPAFhr66y1F66aNgd40xgT3rTPQ8Cvrz6WtXYNUNrG09wCHLLWHrHW1gGvAHcBRXiCOvSgZT4iIiLSc2Vnuqisa2TL0fZbMQLMT59PVUMVG09uhL5joPdQ2L0UgIEDR+C25ex48S1/lCxN/B1WBwLFwP8aYz4yxvzBGBN95QRr7WvAB8CrTWvHHwTu9eI5Urh8xRw84TwFeANYaIz5DfBOWzsaY+4wxvyurEythkRERKTrmz6kN2EhDvKusy79lr63EBsa67mxkTGeq+nH1kHZCWZ9bTEQwkd5q/xSs3j4O6SHABOA31hrxwOVwGNXT7LW/gyoAX4D3GmtrbjZJ7bWVlprv2St/Zq19qV25rxjrX04Li7uZp9OREREJOCiwkKYOqg3eddZlx7qDGVu6lzyjudR766H0YsAC3veIG5AH3pFDKCsuoiKs+f8U7j4PaQXAUXW2s1Nj1/HE9pbMMbMAkYBfwYe9/I5TgCpVzwe0DQmIiIi0uPkZCZzpKSSYyWV15yXm55LeV05W05vgd6Dof942PU6AKOnzwDqWPfUC36oWMDPId1aexo4bozJbBqaB+y9co4xZjzwOzzryL8E9DbG/IcXT7MFGGqMGWiMCQM+C7x908WLiIiIdEHZWS6A6y55md5/OpEhkZ4uL+BZ8nJqB5QcYvKXFuEwMRw6qFaM/hKID1B+A3jJGPMxMA740VXbo4BPW2sPW2vdwP1AwdUHMcYsATYCmcaYImPM3wNYaxuAR/Csa98H/Mlau8dXL0ZEREQkmKX3jmZQcvR1WzFGhEQwK2UWKwpX0OhuhJGfAgzsft3TMz1xELUNZzi+8SP/FN7D+T2kW2t3WGsnWWvHWGvvttaev2r7emvtrise11trf9/GcT5nre1nrQ211g6w1j5zxba/WmuHWWsHW2t/6NtXJCIiIhLcsjNdbD5SSlVdwzXnzU+fz7mac+ws3gm9+kHGTNj1GljL9M8vBGDdS6/7o+QeT60IRURERLq5nCwXdY1u1h+69gc/Zw2YRZgjjGUFyzwDoxfBuUNwaicZMycS5nRxuuSIeqb7wXVDujEmrYN/evmjYBERERHxzuSMRKLDnNddlx4dGs30/tNZUbgCay0MvxMcoZ6r6cDgoaNw24tse26pP8ru0TpyJf15PHf3fP4af54D7vZFgSIiIiJyc8JCHMwcmkTe/rOe8H0N89LncaryFHvP7YWoRBiSC7vfALeb2V9bDITy8dq1/im8Bwu53gRrbbY/ChERERER38nJcvHBnjPkn7lIVt/2F0Bkp2YTYkJYVrCMkUkjPUteDrwHhRuIyZhJXGRTz/TTxcT0TfbjK+hZvF6TboyJNsY4fVGMiIiIiPjG3ExPK8brdXmJC49jct/JLC9c7rnqnnkbhEY190wfO3s2UM8a9Uz3qY6sSXcYYz5vjPmLMeYskA+cNsbsNcb83BgzxPdlioiIiMjN6NMrgpH9e1337qPgubFRQXkBhy4cgrBoyPok7H0TGuqY8MCncJhYDh/a7fuie7COXEnPAwYD3wX6NrU7TAZmApuAnxpj7vNhjSIiIiLSCbIzXWwrOE9ZVf015+Wk5WAwLC9Y7hkYtQiqz8PhlTidTvolDaau8SxH12zxQ9U9U0dCeq619gfW2o+bbi4EgLW21Fq71Fq7EHjVdyWKiIiISGfIznLhtrD6YPE15yVFJjHeNZ5lhU2tGAfnQGQC7PYseZmxeBEAG5b82af19mTXDenW2npjTJYxZp4xJubKbcaYBZfm+KpAEREREekc41LjSYgKZVUHl7wcPH+QgvICCAmDEXfB/r9AXSWpU8YRHtKXs+eP0FinGOgLHVmT/k3gLeAbwG5jzF1XbP6RrwoTERERkc7ldBjmDEtm1YFiGt3XbsWYm5YLcHnJy+h7ob4K8t8DYMiw0bhtBR8++5pPa+6pOrLc5SFgorX2bmAu8H1jzKNN24yP6hIRERERH8jOclFaWcfHRReuOa9fTD9G9R7FisIVnoG06RDbv7nLy+yv3w+EsWvjBt8W3EN1JKQ7rLUVANbaY3iC+m3GmP9EIV1ERESkS5kzLBmHoUNdXualz2NXyS5OV54GhwNGfQoOLYeqUqKSEoiPSuViTRFlRWf8UHnP0pGQfsYYM+7Sg6bAfjuQBIz2UV0iIiIi4gPxUWFMSEsgL//aHx6Fdpa8uOth39sAjJs7B2hg7W/+6Ktye6yOhPT7gdNXDlhrG6y19wOzfVKViIiIiPhMdpaLXSfKOFtec815GXEZDIkfwvLCppDebyz0HtK85GXcfXfhML04enSvr0vucToS0k9Ya0+3tcFaux7AGKNlLyIiIiJdRHbT3UdXdeBq+vz0+Ww/s52S6hIwxnM1/dg6KD+J0+mkf/IQ6hqLObxyo6/L7lE6dDMjY8w3jDFpVw4aY8KMMTnGmOeBB3xTnoiIiIh0tuH9YunbK4K8/I61YrRYVhau9AyMWgRY2OPpkT7zi/cCho1/est3BfdAHQnpC4BGYIkx5qQxZq8x5ghwEPgc8Etr7XM+rFFEREREOpExhuysZNYeLKGuwX3NuUPjh5IWm3a5y0vSEOg3DnZ5Wi+mTBxNREhfzl44Sn1trY8r7zk6cjOjGmvtU9baGUA6MA+YYK1Nt9Y+ZK39yOdVioiIiEinmpvpoqK2ga0FpdecZ4whNz2XD099SFltmWdw9CI4+RGcOwzA0OFjsbaSLX/4k6/L7jE6ciUdAGPMMmCEtfaUtfaC70oSEREREV+bOSSJMKejQ60Y56fPp8E2sLpotWdg5KcA0/wB0plfXwyEsWvzJt8V3MN0OKQD3wF+aYz5X2NMP18VJCIiIiK+Fx0ewpRBiR1qxTiy90j6RvdlWcEyz0BcCqTP8Cx5sZaohDgSotOoqC3ifMEJH1feM3Q4pFtrt1trs4F3gfeNMY8bYyJ9V5qIiIiI+NLcTBeHzlZwvLTqmvOMMeSm5bLhxAYq6ys9g6MXwbmDcPpjACbMnwc0svY3L/q46p7Bmyvpl1ot5gO/Ab4BHDTGLPZFYSIiIiLiWzlZnlaMHenyMi9tHnXuOtaeWOsZGHEXOEKaP0A6+tN/h9MRx7GCfT6rtyfxZk36euAE8F9ACvBFYC5wizHmd74oTkRERER8Z2BSNBm9o1jZgXXp413jSYxIvHz30ahEGJILu98Atxun00mKayj17hIOfLDWx5V3f95cSX8YSLHWzrfWft9a+6619pC19hvALB/VJyIiIiI+lJ3lYuPhc1TXNV5zntPhZF7aPNYUraGmoelOpaMWQfkJKPTcyGjWg58BDJvfeMfHVXd/3qxJ32Otte1s/mQn1SMiIiIifpSd6aK2wc3GIyXXnZublkt1QzUbTzbdXTTzNgiNgt2eLi99xw4nMrQfxWXH1DP9Jnm1Jr091tojnXEcEREREfGvKYMSiQx1dmjJy+R+k+kV1ovlhU1LXsJjIPPvYM+b0FgPwLAR47C2ik1PL/Fh1d2f1yHdGHOHLwoREREREf8LD3EyY0gSefuLaX/RhEeoI5S5qXPJO55HfVMoZ/QiqC6Fw3kAzHpkMcZEsHfrZl+X3q3dyJX0H3Z6FSIiIiISMDlZLk5cqObg2Yrrzs1Ny+Vi3UW2nN7iGRg8DyLim7u8hPeK9fRMrzvJ+cOFPqy6e7uRkG46vQoRERERCZjsrGSADt19dHrKdCJDIllW2HRjo5AwTzvG/X+BOk+/9UkL5gONrP6teqbfqBsJ6df+PYiIiIiIdCn94iLJ6hvboXXp4c5wZg+YzcrClTS6mzrCjL4X6ivhwHsAjPjUrTgdCRQcz/dl2d1ap3xwVERERES6tpwsF1sLzlNeU3/dubnpuZTWlPLR2Y88A+nTIbYf7FoKgNPpZEDfoTS4z5H/l1U+rLr7UkgXEREREbKzXDS6LWsPXL8V4+yU2YQ5wi53eXE4YdRCOPg3qD7vmfPlzwIONr/1Fx9W3X3dSEg/0+lViIiIiEhAjU+NJy4ytENLXqJCo5ieMp3lBcsvd4QZtRDc9bD3bQBcI4cRGdqPkvJj1FfV+LL0bsnrkG6tne+LQkREREQkcEKcDmYPS2b1gbO43df/COL89PmcqTrD7pLdnoH+4yFxcPONjQCyxkzE2mo2PP2Sr8rutrTcRUREREQAyMlKpqSijl0nyq47d86AOYSYkMtdXozx9Ew/uhbKTwEw4x++4OmZvn2LL8vulhTSRURERASA2UOTMQby8q+/5CUuPI5b+t3CioIVVyx5WQRY2PNnAMJjokmMSaeq/iQl+Ud9WHn3cyN3HI02xjh9UYyIiIiIBE7vmHDGpcZ3qF86eLq8FF4s5MD5A56B5GHQd0zzjY0AJt++AHCz5nda8uKN64Z0Y4zDGPN5Y8xfjDFngf3AKWPMXmPMz40xQ3xfpoiIiIj4Q3ami51FZRRfrL3+3NRsDOZylxfw9Ew/uR3OHQZg5N3zCXEkcvzkAV+V3C115Ep6HjAY+C7Q11qbaq11ATOBTcBPjTH3+bBGEREREfGTnCwXAKsPFF93blJkEhP6TGB5wRUhfdRCwMDupc1Dqf2H0eAuZc+byzq73G6rIyE911r7A2vtx9Za96VBa22ptXaptXYh8KrvShQRERERfxnZvxeu2PAOrUsHT5eXQxcOcazsmGcgLsVzc6Ndr0HTWvVZD30ecLDl3fd9U3Q3dN2Qbq2tN8ZkGWPmGWNirtxmjFlwaY6vChQRERER/zHGMDczmTUHiqlvdF93/ry0eQBXLXlZBCUH4PQuAJKzBhEV2p/SigJqKyp9Und305E16d8E3gK+Aew2xtx1xeYf+aowEREREQmMnCwXF2sa2FZw/rpz+0b3ZXTS6JZLXkbcDY6QFj3Th4+fhLU1rH9KHyDtiI4sd3kImGitvRuYC3zfGPNo0zbjo7pEREREJEBmDEki1Gk6vOQlNz2XPef2cLLipGcgKhEGz4NdS8HtuRo/42v3YUwk+R9v81XZ3UpHQrrDWlsBYK09hieo32aM+U8U0kVERES6ndiIUCZnJHa8FWNaLgArCldcHhy9CMqL4PhmAEKjIugdm0FV/SnO7lGnl+vpSEg/Y4wZd+lBU2C/HUgCRvuoLhEREREJoOxMFwfOVFB0vuq6c9N6pTEsYVjLJS+ZfwchkS16pk+56zbAzdpnXvFBxd1LR0L6/cDpKwestQ3W2vuB2T6pSkREREQCKrupFWNe/vVbMYJnyctHZz+ipLrEMxAeA5m3ee4+2ujpMZJ1ew4hjt4cP3WQxsZGn9TdXXQkpJ+w1p5ua4O1dj2AMUbLXkRERES6kcHJ0aQmRrLKiyUvFsvKwpWXB0ffC9WlcGRV81B6aiaN7vPsfeNvnVxx99KhmxkZY75hjEm7ctAYE2aMyTHGPA884JvyRERERCQQjDHkZLpYf7iEmvrrX/UeEj+EjF4ZLCu44oZFQ+ZBRFyLJS9zvnIf4GDr+7qx0bV0JKQvABqBJcaYk8aYvcaYI8BB4HPAL621z/mwRhEREREJgOwsFzX1bjYdOXfducYY5qXNY8vpLZTVlnkGQ8JhxF2w/y9Q51nbnjA4jeiwFM5XFlJbftGX5XdpHbmZUY219ilr7QwgHZgHTLDWpltrH7LWfuTzKkVERETE76YO6k1EqKPDXV7mp8+n0TaSdzzv8uCoRVBXAQcu32105KQpWFvDuidf7OySu41rhnRjjPPKx9baemvtKWvtBZ9WJSIiIiIBFxHqZMbgJFbmn8Vae935I3qPoF90v5ZdXjJmQkxf2L20eWjqVz+HMVHk79G13vZc70r6z4wx/wNgjFlujBnrh5pEREREJEjMzXJxvLSaw8WV1517acnLhpMbqKxvmu9wwqiFcPBvUH0BgNDwcJLjMqiuP8Xpnft8WH3Xdb2Qfh4oaPr+n4FfGmP+1xjTz7dliYiIiEgwyM5MBvBqyUu9u541RWsuD45eCI11sO+d5qEpn7oDsKx99tXOLLfbuF5IvwWoAbDWbrfWZgPvAu8bYx43xkT6ukARERERCZwBCVEM6xNDXn7HQvo41ziSIpNadnnpPwESB7Xo8jLsE7MIdSRx4uwh9UxvwzVDurX2TqB5RX9TP/R84DfAN4CDxpjFPq1QRERERAIqO8vFh0dLuVhTf925DuMgJzWHdSfWUdNQ4xk0xvMB0mNr4eLl2+9kpGfR6L7Arj/91Veld1kd6e5yHsAYsx44AfwXkAJ8EZgL3GKM+Z3vShQRERGRQMrOdNHgtqw/VNKh+bnpuVQ3VLP+5PrLg6MXgXV77kDaZNbXFgNOti9b0ckVd30d6ZN+ycNAirV2vrX2+9bad621h6y13wBm+ag+EREREQmwiekJxEaEsLKD69In9Z1Er7BeLbu8JGdC39Gw6/XmoYT0FGLCB3C+8jhV58s6u+wu7boh3RiT1nS30YtA6qXHV/4B/s4Y08vn1YqIiIiI34U6HcwelkxefnGHWjGGOkLJTs1m9fHV1DdesURm9L1wYiuUHmkeGnXLFKCWdU++4IPKu66OXEl/Hniu6Wt7f54B7vZJhSIiIiIScNmZLoov1rLnZHmH5s9Pn8/F+otsPr358uDIT3m+7rrcM/2Whz6DMdEc3LezM8vt8kKuN6Gpo0uPYIy5A7hjyJAhgS5FREREJKjMbWrFuHL/WUalxF13/tT+U4kKiWJ5wXJmpsz0DManQtp0T5eX2f8ExhAaHo4rPoMz5/dyYtsuUiaO9uXL6DK8WZPe7Vlr37HWPhwXd/1/eCIiIiI9SVJMOGMHxHW4FWO4M5w5A+aQdzyPRvcVLRZHL4SSfDizu3lo2qfvBizrnn+t1XF6KoV0EREREemQ7CwXO45f4FxFbYfm56bnUlpTyvaz2y8PjrgHHCEtPkA6OGcaoc5kTqpnejOvQroxJufKryIiIiLSc2RnurAW1hws7tD8mSkzCXeGt+zyEt0bBmXD7qXgdjcPDxo4ArctZ+fLb3d22V2St1fSf3HVVxERERHpIUanxJEUE8bK/R0L6VGhUczoP4Plhctx28uBnNH3QtlxKPqweWjW1+4HQvho5arOLbqLutHlLqZTqxARERGRoOdwGOYMc7HmQDENje7r74BnycvZqrPsKtl1eTDr7yAkwvMB0iZxA/oQG5HCharjVJWc7+zSuxytSRcRERGRDsvJclFWXc9Hxy90aP6c1DmEOEJYUXDFXUXDYyHzNtjzJlzRR330tBlAHWvUM10hXUREREQ6btawJJwOQ14H7z7aK6wXU/pNYVnBspY3Qhp9L1SVwJHVzUO3PHgvDhPDoQMfd3bZXY5CuoiIiIh0WK+IUCalJ7CygyEdIDctl6KKIvLP518eHJILEXGw+3KXF2dYKK6EQdQ2nOb45h2dWHXX421Ir2j6erGzCxERERGRriEny8X+0xc5eaG6Y/PTcnAYR8suLyHhMPxO2PcO1F8+zvTP3QPA+hdev/owPYpXId1aO/vKryIiIiLS82RnuQBYld+xLi+JEYlM7DOxZUgHGL0I6irgwAfNQwNnTybM6eJUyeEe3TNdy11ERERExCtDXTGkxEd6teRlXto8Dpcd5kjZkcuDGbMgpk+LLi8AgwaPxG0vsv35Nzqr5C5HIV1EREREvGKMITsrmfWHSqht6NjV7nlp8wBadnlxOGHkp+Dg36D6QvPwnK/fD4Syc83aTqy6a/E6pBtjoo0xTl8UIyIiIiJdQ06Wi+r6RjYfKe3Q/L7RfRmTNIZlBctabhh9LzTWwf53m4di+ibTK2IAZdXHqTjdsSU13c11Q7oxxmGM+bwx5i/GmLPAfuCUMWavMebnxpghvi9TRERERILJtEFJhIc4yMv3ostLei77SvdxouLE5cGUCZAwsNWSl7EzZwL1rPlNz+yZ3pEr6XnAYOC7QF9rbaq11gXMBDYBPzXG3OfDGkVEREQkyESGOZk2uHeH+6WDpxUj0PIDpMZ4PkB6dA1cPNM8PPHBRThMLEcO7um0mruSjoT0XGvtD6y1H1trm+//aq0ttdYutdYuBF71XYkiIiIiEoxyslwcO1fF0ZLKDs1P7ZVKZkJm6y4voxaBdcOePzcPOZ1O+vYeRG3jGY6t29aZZXcJ1w3p1tp6Y0yWMWaeMSbmym3GmAWX5viqQBEREREJTtmZnlaMXt3YKD2XHcU7KK66Yq25Kwv6jG5xYyOAmfctAmDDyz2vy0tH1qR/E3gL+Aaw2xhz1xWbf+SrwkREREQkuKUmRjHEFePVkpf56fMBWFG4ouWG0QuhaAuUHr18/GnjCXf24UzpYRrretY14Y4sd3kImGitvRuYC3zfGPNo0zbjo7pEREREpAvIzkxm89FzVNY2dGj+oLhBZPTKYHnh1UteFnq+7l7aYnjIsNG4bQVbn2s53t11JKQ7rLUVANbaY3iC+m3GmP9EIV1ERESkR8vOclHfaFl3qKRD840xzE+fz9bTW7lQc+Hyhvg0SJsGu65a8vIPi4EwPl6/rvOK7gI6EtLPGGPGXXrQFNhvB5KA0T6qS0RERES6gEnpicSEh7DKy1aMjbaRvON5LTeMWgjF++DM5Y4uMa7exEUOoLymiIsnO/4cXV1HQvr9wOkrB6y1Ddba+4HZPqlKRERERLqEsBAHs4Ymkbe/GGtth/YZnjiclJiU1kteRt4DxtmqZ/q4uXOBBlY/+cfOKboL6EhIP2GtPd3WBmvtegBjjJa9iIiIiPRQ2ZkuTpfXsO/UxQ7NN8YwL20eG09upKKu4vKG6CQYnA27lsIVgX/84rtwmF4cPbq3s0sPWh26mZEx5hvGmLQrB40xYcaYHGPM88ADvilPRERERILd3KxkAK/vPlrvrmd10eqWG0bfC2WFcPzD5iGn00m/5CHUNZ7lyKrNnVJzsOtISF8ANAJLjDEnjTF7jTFHgYPA54BfWmuf82GNIiIiIhLEXLERjE6J86oV49jksSRHJrduxZj1SQiJaLXkZebiRYBh46tv3nzBXUBHbmZUY619ylo7A0gH5gHjrbXp1tqHrLUf+bxKEREREQlq2ZnJbC88z/nKug7NdxgHOWk5rDuxjuqG6ssbwmNh2ALP3UcbL7d1HHDLGCJC+nDm/JEe0TO9IzczetAYE9708O+AO4ERPq1KRERERLqU7CwXbgtrDhZff3KT3PRcqhuqWX9ifcsNoxdBVQkcXdVieEjmGKytZPMzr3ZCxcGtI8tdHrXW1hpjngD+ERgIPG6M2WCM6evT6kRERESkSxgzIJ7E6DCvlrxM6jOJ+PD41l1ehsyH8DjPB0ivMOsbDwBh7N64sRMqDm4dCemXfmfxd0COtfYxa+0ngB8CT/msMhERERHpMpwOw9xhyaw+UEyju2OtGEMcIWSnZrP6+GrqGq9YJhMaAcPvgH3vQP3lpTBRCXHER6VxsfYE5wtOdPZLCCodCenHjTHPAS4g8tKgtfYveK6qi4iIiIgwN8vF+ap6dhy/0OF9ctNzqaivYPOpq7q2jF4EdRfh4N9aDE/MzQYaWPv0SzdfcBDrSEj/IrAauAtYaoz5ljHmVmPMd7h8lV1EREREerg5Q5NxGLxa8jK131SiQ6NbL3kZOBuiXa26vIz+7O04TRzHjnXvnukd6e5Sbq39X2vtTuBeIARPcE8DPuPb8kRERESkq4iLCmVieoJX/dLDnGHMHjCblYUraXBf7uaCwwmjPgUH/gY1Zc3DTqeT/q4h1LtLOLRsXWeWH1Q6ciW9WVNg/7m19vPW2q9ba4/5qC4RERER6YKys1zsOVnOmfKaDu8zP30+F2ovsP3M9pYbRt8LjbWw790Ww7O+9BnAsOn1dzqh4uDkVUgXEREREbmWnCwXAKu8uJo+o/8MIpwRLCtY1nJDykRIyIDdr7cY7jd+BBEhfTlbdpT62tqbLTkoKaSLiIiISKfJ7BNLv7gIVnqxLj0qNIoZKTNYUbgCt3Vf3mAMjFoER1ZBRcvjDRsxDmur2Py77tkzXSFdRERERDqNMYbsLBfrDpZQ29DY4f1y03Mpri7m4+KPW24YvQis23MH0ivM/Pr9QDh7PtzUCVUHH4V0EREREelU2ZkuKusa2XrsfIf3mTNgDiGOEJYXXNXlxTUc+oyCXS2XvETGx5IYnUZF3QnOHz3eGWUHFYV0EREREelUM4b0Jszp8GrJS2xYLFP7TWV54XKsvepmSKMWQtGHcP5Yi+EJn8gFGlnz9Is3X3SQUUgXERERkU4VFRbClEGJXrViBE+XlxMVJ9hfur/lhlELPV93L205vGgBTkc8BYVXze8GFNJFREREpNPlZLk4UlxJwbnKDu8zN3UuDuNo3eUlIR1Sp7Ra8uJ0OhnQdyj17nPkv7e6M8oOGgrpIiIiItLpsjM9rRi9uftoYkQik/pMYkXhitYbR98LZ/fCmT0thmc++FnAsPnP77bepwtTSBcRERGRTpeRFM2gpGhW5hd7tV9uei5Hyo5w5MKRlhtG3A3G2epqet/RmUSG9qekvID6qo7fQCnYKaSLiIiIiE9kZ7nYdOQcVXUNHd4nJzUHoPWSl5hkGDTXc2Ojqz5YmjnK0zN9429fvtmSg4ZCuoiIiIj4RHami7oGNxsOnevwPn2i+zA2eWw7S14WwYVCKNrSYnjmP9yHMRHs3b6l9T5dlEK6iIiIiPjE5IEJRIc5WXkDXV72le7j+MWr+p9n3Q7O8FZLXsJ7xZIYk0Zl3QnOHTx2k1UHB4V0EREREfGJ8BAnM4YksWr/2da9z69hXto8AFYUXHU1PaIXDPsE7HkDGlsuoZn0yQWAmzW/e+lmyw4KCukiIiIi4jM5WS5OltWQf+Zih/cZEDuA4YnDWV64vPXG0fdCZTEcW9NieNQ9txLiSKCwKP9mSw4KCukiIiIi4jNzm1sxetflZV7aPHYW7+RM5ZmWG4beCuG9Wi15AUjtP4wGdyl732oj3HcxCukiIiIi4jN94yIY0a+XV/3SwbMuHWDl8ZUtN4RGwPA7YN87UN+y5eKsh74AONjyzvs3U3JQUEgXEREREZ/KzkpmW+F5yqrqO7zPoPhBDIobxPKCtpa8LILacjj4txbDyVmDiArtz7mKAmorOn6n02CkkC4iIiIiPpWT5aLRbVlz0PslL1vPbKW0prTlhozZEJ0Mu15rtU/WuIlYW82Gp7t2z3SFdBERERHxqXGpCcRHhZJ3A60Y3dbNquOrWm5whsDIT8GBD6CmvMWm6V/9PMZEsn/HtpsrOsAU0kVERETEp5wOw5xhyazOL8bt7ngrxqzELFJiUlrffRQ8S14aa2H/uy2Gw2Oi6R2bTlX9Sc7uPXSzpQeMQrqIiIiI+FxOlotzlXXsLLrQ4X2MMeSm5bLp1CbK61peMWfAZIhPa7PLy+Q7bgPcrP3DkpsrOoAU0kVERETE52YPTcZhIC/fu3Xpuem5NLgbWFPUsi86xsCoRXBkFVS0POaIO+cR4kik6NSBm6w6cBTSRURERMTnEqLDGJ+W4HUrxjHJY3BFutrp8nIv2EbY+2arTWkDMmlwn2f30q7ZjlEhXURERET8IjszmV0nyjh7seb6k5s4jIOctBzWn1hPVX1Vy419RoBrRJtdXmY/7OmZvvW9v7Xa1hUopIuIiIiIX2Rnee4+usrLJS/z0+dT01jD+pPrW28cvQiOb4bzBS2Gew/NIDoshdKKQmrLL95wzYGikC4iIiIifjGiXy/69ApnlZetGCf0mUB8eHzbXV5GLfR83b209fNNmIy1Nax76sUbKTegFNJFRERExC+MMWRnulh7oIT6RneH9wtxhJCTlsOaojXUNda13JiQAQNuaTOkT/vK5zEmivzdO26u8ABQSBcRERERv8nOcnGxtoGtx857tV9uWi6V9ZVsOrWp9cbR98KZ3XBmb4vh0KgIknqlU11/ktO78m+mbL9TSBcRERERv5kxJIlQp/H67qNT+k0hJjSm7SUvI+8G44DdrXumT7nndsCy7tlXbqzgAFFIFxERERG/iQkPYcrA3qz0shVjmDOMOalzyDueR4O74aqDumDQXM+NjWzLO5pm3jaHUEdvik4fpLGx8Sar9x+FdBERERHxq7mZyRw6W8Hx0qrrT77C/LT5lNWWsfXM1tYbRy2CCwVQ1HpbetpwGt0X2P161+mZrpAuIiIiIn6V09SK0dslL9NTphMZEtn2jY2G3w7O8DaXvMz+6hcAJ9s+aGO/IKWQLiIiIiJ+NTApmvTeUV7ffTQyJJKZKTNZUbgCt72qO0xEHAy7FXa/AY0tl8MkDEwlJiyF85WFVF/oGj3TFdJFRERExK8utWLccPgc1XXerROflzaPkuoSdhbvbL1x9L1QeRaOrW21aeQtU4Fa1j35/A1W7V8K6SIiIiLid9lZLmob3Gw6cs6r/eYMmEOoI7TtLi9Db4WwWM8HSK8y5eHPYEw0B/a2Ee6DkEK6iIiIiPjdlIGJRIY6ve7yEhMWw7T+01hRsAJ7VScXQiNh+B2w7x2or2m5KTwcV1wGNQ2nOfVRy37qwUghXURERET8LiLUyYwhSeTln20dtq8jNy2Xk5Un2VvaRtgevRBqy+BQ6yvtUxfdAVjW/u+rN1i1/yiki4iIiEhAZGclU3S+mkNnK7zbLzUbp3GyomBF640D50JUUptLXobMn0moM5mTZw8Ffc90hXQRERERCYjsTE8rRm+XvMRHxDOp7ySWFSxrfRXeGQIj74ED70NNeat9M9KH02jL2LnknRuu2x8U0kVEREQkIPrHR5LVN9brfungWfJyrPwYhy8cbr1x9L3QUAP5f221ac4/LAZC+GjFKu8L9iOFdBEREREJmOwsF1uPnae8pt6r/ealzcNgWF7Yxg2KUm+B+DTY9VqrTXGp/YgNT+FCVSFVJedvtGyfU0gXERERkYDJznTR4LasO1ji1X7JUcmMTR7b9t1HjYFRC+FwHlS2Pu6oadOAOtY+9cINVu17CukiIiIiEjAT0uLpFRHi9bp0gNz0XPLP53O8/HjrjaPvBdsIe/7catOUv/f0TD+U//GNlOwXPSakG2OijTHPG2N+b4z5QqDrEREREREIcTqYPSyZVfnFuN1etmJMzwVoe8lLn5GQPLzNLi/OsFD6JAyipuE0RR8GZ1APSEg3xjiNMR8ZY969iWM8a4w5a4zZ3ca2BcaYfGPMIWPMY03DnwJet9Y+BNx5o88rIiIiIp0rJ8tFSUUtu0+WebVfSkwKwxOHt73kBWD0Iji+CS4Utto07TN3A7DuhdYhPhgE6kr6o8C+tjYYY1zGmNirxoa0MfU5YEEb+zuBJ4HbgBHA54wxI4ABwKXfhQR3Y0wRERGRHmTOsGSMgbz9xV7vOz99Ph+XfMzpytOtN45a6Pm6e2mrTYPmTiHM6eJUcXD2TPd7SDfGDAA+CfyhnSlzgDeNMeFN8x8Cfn31JGvtGqC0jf1vAQ5Za49Ya+uAV4C7gCI8QR160DIfERERkWDXOyacsQPiWXkjrRiblrysKGzjxkaJA2HAZNjVOqQDDBw0Arct56MX3vL6eX0tEGH1l8A/A+62NlprXwM+AF5tWjv+IHCvF8dP4fIVc/CE8xTgDWChMeY3QJvd640xdxhjfldW5t2vWkRERETk5uRkufi46AIlFbVe7TcwbiCD4wa3v+Rl1CI4swvO7m+1ac4/3A+EsGPVKu8L9jG/hnRjzO3AWWvttmvNs9b+DKgBfgPcaa317l6xbR+z0lr7JWvt16y1L7Uz5x1r7cNxcXE3+3QiIiIi4oXsTBfWwup875e85Kbnsv3sds5Vn2u9ceQ9YBywu/Xa89j+LnpFpFJWfZyKs23sG0D+vpI+A7jTGHMMzzKUHGPMi1dPMsbMAkYBfwYe9/I5TgCpVzwe0DQmIiIiIkFqZP9eJMeG3/CSF7d1k3c8r/XG2D4wcLbnxka2dfeYGZ+6i1um30V4XMyNlO0zfg3p1trvWmsHWGszgM8CK6219105xxgzHvgdnnXkXwJ6G2P+w4un2QIMNcYMNMaENT3P253yAkRERETEJxwOw9xhyaw5UExDY5urotuVmZDJgJgB1+jyci+cPwYntrfaNOKuXGY9+kVCw8NvoGrfCcYPUEYBn7bWHrbWuoH7gYKrJxljlgAbgUxjTJEx5u8BrLUNwCN41rXvA/5krd3jt+pFRERE5IbkZLm4WNPAtoLzXu1njGF++nw2n9pMeV156wlZt4MzzHM1vYsIWEi31q6y1t7exvh6a+2uKx7XW2t/38a8z1lr+1lrQ5uuzj9zxba/WmuHWWsHW2t/6LtXISIiIiKdZcbQJEIchrwbWJc+L30eDbaB1cdXt94YGQ9Db4U9b4A7+NottiUYr6SLiIiISA/UKyKUyRmJ5O33fl366KTRuKJcLCtY1s6Ee6HiDBxbe5NV+odCuoiIiIgEjeysZPLPXOTEhWqv9nMYB7lpuWw4uYGq+qrWE4Z9AsJiu8ySF4V0EREREQkaOVkugBu6mp6bnkttYy1rT7RxtTw0EobfDnvfgQbverEHgkK6iIiIiASNwckxpCZG3lBIn+CaQGJEIisK2rj7KHhubFRbBgfbWRITRBTSRURERCRoGGPIznSx/nAJNfXefcjT6XCSnZrN6qLV1Da2cbV80ByISmrzxkbBRiFdRERERIJKdpaLmno3m454fxfQ3PRcqhqq2HhyY+uNzlAYeTfkvwe1F2++UB9SSBcRERGRoDJtUG8iQh2suoFWjFP6TiE2NPbaNzZqqIH9f73JKn1LIV1EREREgkpEqJPpg5NYuf8s1lqv9g11hjIndQ55x/Ood9e3njDgFohLDfouLwrpIiIiIhJ0sjOTKSyt4khJpdf75qbnUl5XzpbTW1pvdDhg1EI4vBIqSzqhUt9QSBcRERGRoDM388ZbMc7oP4PIkMj2u7yMXgS2Efa+eRMV+pZCuoiIiIgEndTEKIa6YsjL9z6kR4REMDNlJisKV9DobqNDTJ9RkJwFu5Z2QqW+oZAuIiIiIkEpJ8vFh0dLqaht8Hrf+enzOVdzjp3FO1tvNMbTM71wA1w43gmVdj6FdBEREREJStlZLuobLesOet/lZfaA2YQ6QllW0M6Ni0Yv9Hzd88ZNVOg7CukiIiIiEpQmpicQGxFC3n7vQ3p0aDTT+09nReGKtjvEJA6ClIlB2+VFIV1EREREglKo08Hsocnk5XvfihE8XV5OVZ5i77m9bU8YfS+c3gXF+TdZaedTSBcRERGRoDU3M5mzF2vZc7Lc+30HzMVpnO0veRl5DxgH7Hr9JqvsfArpIiIiIhK0bqYVY3xEPJP7TmZ54fK2r8TH9oWMWZ4lLzdwpd6XFNJFREREJGglx4YzZkDcDbViBE+Xl4LyAg5dONT2hAn3Q9pUqPP+pkm+pJAuIiIiIkEtO9PFR8cvUFpZ5/W+OWk5GAzLC5a3PWH0IrjnaQiPuckqO1dIoAvoKurr6ykqKqKmpibQpUg3FBERwYABAwgNDQ10KSIiIkEnO8vFf684yJoDxdw9PsWrfZMikxjvGs+ywmV8bdzXfFRh51NI76CioiJiY2PJyMjAGBPocqQbsdZy7tw5ioqKGDhwYKDLERERCTpjUuJIiglj5f6zXod08HR5+dmWn1FQXkB6r3QfVNj5tNylg2pqaujdu7cCunQ6Ywy9e/fWb2lERETa4XAY5gxzsfpAMQ2Nbq/3n5c2D6D9JS9BSCHdCwro4iv6tyUiInJt2VnJlFXXs+P4Ba/37R/Tn5G9R7KicEXnF+YjCuldiNPpZNy4cc1/fvKTn1xz/nPPPccjjzzip+pEREREfGfW0GScDsPKG2jFCJ4lL7tKdnG68nQnV+YbCuldSGRkJDt27Gj+89hjj3Xq8RsaGjr1eCIiIiKdJS4ylInpCeTlF9/Q/rlpuUDXWfKikN4NZGRkUFJSAsDWrVuZO3duqznFxcUsXLiQyZMnM3nyZNavXw/AE088weLFi5kxYwaLFy/2Z9kiIiIiXsnJcrHvVDmnyqq93jcjLoMh8UNYXqiQLp2surq6xXKXV199tcP7Pvroo3zrW99iy5YtLF26lC9/+cvN2/bu3cvy5ctZsmSJL8oWERER6RTZTXcfXXWjV9PTc9l+Zjsl1SWdWZZPqAXjDfi3d/aw92R5px5zRP9ePH7HyGvOubTc5UYsX76cvXv3Nj8uLy+noqICgDvvvJPIyMgbOq6IiIiIvwzrE0NKfCQr95/lc7ekeb1/blouT+98mpWFK/l05qd9UGHnUUjvBkJCQnC7Pe2I2mvj53a72bRpExEREa22RUdH+7Q+ERERkc5gjGFuZjJ//ugEtQ2NhIc4vdp/WMIw0mLTWFG4QiG9O7reFW9/y8jIYNu2bdx2220sXbq0zTm33norv/71r/n2t78NwI4dOxg3bpwfqxQRERG5eTlZLl7aXMiHR0uZNTTZq32NMcxLn8cLe16grLaMuPA4H1V587QmvQu5ek36pe4ujz/+OI8++iiTJk3C6Wz7HeWvfvUrtm7dypgxYxgxYgRPP/20P0sXERER6RTTBycRFuK44VaM89Pm02AbWHV8VafW1dmMtTbQNQSdSZMm2a1bt7YY27dvH8OHDw9QRdIT6N+YiIhIxzzw7IcUllaR909zvd7Xbd3c+vqtDO89nF/n/Lrzi/OSMWabtXbS1eO6ki4iIiIiXUpOloujJZUcLan0el+HcZCbnsuGExuorPd+f39RSBcRERGRLuVSK8a8G737aFoude461p5Y25lldSqFdBERERHpUtJ6RzE4OZq8/BsL6eNd40mMSAzqu48qpIuIiIhIl5Od6WLzkVIqaxu83tfpcJKTlsOaojXUNLTdvjrQFNJFREREpMvJyXJR1+hm/aEbu3vo/LT5VDdUs/Hkxk6urHMopIuIiIhIlzMpI5GY8BDy8otvaP/JfScTGxbL8sLgXPKikC4iIiIiXU5YiIOZQ5JYlX+WG2kpHuoMJTs1m7zjedQ31vugwpujkN5DZWRkUFLi+fXQ9OnTm8e//e1vM3LkSL797W/z9NNP88c//tGr48bExLQ57nQ6W9yI6Sc/+ck1j/Pcc8/xyCOPePXcVzt16hS333578+MPP/yQ2bNnk5mZyfjx4/nyl79MVVVVh2p44okn+MUvfnHN53vzzTfZu3fvNef8z//8D88++6wXr0JERETak5Pl4lRZDftPX7yh/XPTcrlYd5Etp7d0cmU3LyTQBUjgbdiwofn73/3ud5SWlrZ759IbFRkZyY4dOzr1mFdqaGggJKTlP+f//M//5KGHHgLgzJkz3HvvvbzyyitMmzYNgNdff52LFy8SFRXVKTW8+eab3H777YwYMaLdOQ8++CAzZszgwQcf7JTnFBER6cnmZiYDsHL/WYb36+X1/tP6TyMyJJJlhcuYnjL9+jv4ka6kdxHHjh0jKyuLL37xiwwbNowvfOELLF++nBkzZjB06FA+/PBDAEpLS7n77rsZM2YMU6dO5eOPPwbg3Llz3HrrrYwcOZIvf/nLLX4tdOnq95133klFRQUTJ07k1VdfbXH1+PDhwyxYsICJEycya9Ys9u/fD8DRo0eZNm0ao0eP5nvf+57Xr+vKK/pbt25l7ty5reYUFxezcOFCJk+ezOTJk1m/fj3gubq9ePFiZsyYweLFi1vtt3TpUhYsWADAk08+yQMPPNAc0AEWLVpEnz592v07a8/vf/97Jk+ezNixY1m4cCFVVVVs2LCBt99+m29/+9uMGzeO9evXt/jNgdPppKCggKioKDIyMprPl4iIiNw4V68IRqX0uuF+6REhEcweMJuVhStpdDd2cnU3R1fSb8R7j8HpXZ17zL6j4bZrLwE5dOgQr732Gs8++yyTJ0/m5ZdfZt26dbz99tv86Ec/4s033+Txxx9n/PjxvPnmm6xcuZL777+fHTt28G//9m/MnDmTf/3Xf+Uvf/kLzzzzTKvjv/3228TExDRf8X7iiSeatz388MM8/fTTDB06lM2bN/MP//APrFy5kkcffZSvfe1r3H///Tz55JPt1l5dXc24ceOaH3/3u9/lM5/5TIf+ah599FG+9a1vMXPmTAoLC/nEJz7Bvn37ANi7dy/r1q0jMjKyxT5Hjx4lISGB8PBwAHbv3s0DDzzQ5vHb+ztrz6c+9anmK/Tf+973eOaZZ/jGN77BnXfeye23386iRYsAmo/x5JNPsnr1atLT0wGYNGkSa9eu5ZZbbunQ6xcREZH2ZWe6eDLvEBeq6oiPCvN6/0XDFjGq9yjq3fU4HZ27kuBmKKR3IQMHDmT06NEAjBw5knnz5mGMYfTo0Rw7dgyAdevWsXTpUgBycnI4d+4c5eXlrFmzhjfeeAOAT37ykyQkJHT4eSsqKtiwYQP33ntv81htbS0A69evb36+xYsX853vfKfNY9zMcpfly5e3WOtdXl5ORUUF4Ln6f3VAB8969OTk5A4dv72/s/bs3r2b733ve1y4cIGKigo+8YlPtDt3/fr1/P73v2fdunXNYy6Xq/k3ESIiInJzsrNc/HrlIVYfKOaucSle7z+131Sm9pvqg8pujkL6jbjOFW9fuXRVGMDhcDQ/djgcNDR438i/o9xuN/Hx8e2GbGPMDR87JCQEt9sNQE1N2zcTcLvdbNq0iYiIiFbboqOj29wnMjKyxfFGjhzJtm3buOuuu2641ku++MUv8uabbzJ27Fiee+45Vq1a1ea8U6dO8fd///fNv6G4pKamps03FiIiIuK9sQPiSYwOY1X+jYX0YKU16d3MrFmzeOmllwBYtWoVSUlJ9OrVi9mzZ/Pyyy8D8N5773H+/PkOH7NXr14MHDiQ1157DQBrLTt37gRgxowZvPLKKwDNz+uNjIwMtm3bBtB8Nftqt956K7/+9a+bH3fkivywYcOaf7sA8Mgjj/D888+zefPm5rE33niDM2fOtPt31p6LFy/Sr18/6uvrW7zm2NhYLl70fLq8vr6ee++9l5/+9KcMGzasxf4HDhxg1KhR130NIiIicn1Oh2HOsGRW5Z+l0e19K8ZgpZDezTzxxBNs27aNMWPG8Nhjj/H8888DnnXXa9asYeTIkbzxxhukpaV5ddyXXnqJZ555hrFjxzJy5EjeeustAP77v/+bJ598ktGjR3PixIl297+0Jv3Sn8cee6y5rkcffZRJkya121HmV7/6FVu3bmXMmDGMGDGCp59++rr1RkdHM3jwYA4dOgRAnz59eOWVV/inf/onMjMzGT58OB988AGxsbHt/p215wc/+AFTpkxhxowZZGVlNY9/9rOf5ec//znjx49nw4YNbN26lccff7z5NZ88eRLwLIGZP3/+dV+DiIiIdMzczGTOV9Wzs+hCoEvpNOZGmr93d5MmTbJbt25tMbZv3z6GDx8eoIrkRvz5z39m27Zt/Md//EegS2n20Ucf8Z//+Z+88MILrbbp35iIiMiNuVBVx4QfLOPr2UP4P7dmBrocrxhjtllrJ109rivp0m3dc889ZGRkBLqMFkpKSvjBD34Q6DJERES6lfioMCamJ5CXf2OtGIORQrp0a1/+8pcDXUIL8+fPD7o3DiIiIt3B3EwXu0+Uc7a87UYUXY1CuoiIiIh0eTlZLoBuczVdIV1EREREurysvrH0i4sgb39xoEvpFArpIiIiItLlGWOYm+li3aES6hrcgS7npimkdyFX3hAH4LnnnuORRx4JUDUiIiIiwSU7M5mK2ga2HisNdCk3TSFdRERERLqFGUOSCHM6WLm/669LV0jvJoqLi1m4cCGTJ09m8uTJrF+/HvDc3OgXv/hF87xRo0Zx7Ngxjh07xvDhw3nooYcYOXIkt956K9XV1YEqX0REROSmRYeHMGVQYrf48KhCehdy9V07//Vf/7V526OPPsq3vvUttmzZwtKlSzvUevDgwYN8/etfZ8+ePcTHx7N06VJfli8iIiLic9mZLg4XV1J4rirQpdyUkEAX0BX99MOfsr90f6ceMysxi+/c8p1rzomMjGTHjh3Nj5977jku3Rl1+fLl7N27t3lbeXk5FRUV1zzewIEDGTduHAATJ07k2LFjN1S7iIiISLDIyXLx7+/uJS//LA9Mzwh0OTdMIb2bcLvdbNq0iYiIiBbjISEhuN2XP+FcU3O5wX94eHjz906nU8tdREREpMvLSIpmYFI0K/crpPc417viHQi33norv/71r/n2t78NwI4dOxg3bhwZGRm8++67AGzfvp2jR48GskwRERERn8vOdPHi5gKq6hqICuuacVdr0ruJX/3qV2zdupUxY8YwYsQInn76aQAWLlxIaWkpI0eO5H/+538YNmxYgCsVERER8a3srGTqGtxsPHwu0KXcMGOtDXQNQWfSpEn20lrvS/bt28fw4cMDVJH0BPo3JiIi0jlqGxoZ/+/LuGd8Cj+8Z3Sgy7kmY8w2a+2kq8d1JV1EREREupXwECczhiSxKr+YrnpBWiFdRERERLqdnCwXJy5Uc+DMtbvdBSuFdBERERHpduZmJgN02RsbKaSLiIiISLfTLy6S4f16sXK/QrqIiIiISNDIyUpmW8F5yqrrA12K1xTSRURERKRbys500ei2rD1YHOhSvKaQ3sU0NjYyfvx4br/99uaxX/7yl1RVVTU/jomJ8dnzZ2RkUFJScsP7f/GLX2TgwIGMGzeOsWPHsmLFik6szjvPPfccjzzyCOC5Y+sDDzzAgw8+2O6nwC9cuMBTTz3V/PjYsWO8/PLLfqlVREREvDc+LYH4qNAuueRFIb2L+e///u9WvbSvDumdpaGh4aaP0djY2Grs5z//OTt27OCXv/wlX/3qV2/6OW6WtZavfvWr1NfX84c//AFjTJvzFNJFRES6FqfDMHtoMqvzi3G7u1YrRoX0LqSoqIi//OUvfPnLX24e+9WvfsXJkyfJzs4mOzu7efz//t//y9ixY5k6dSpnzpxpdazS0lLuvvtuxowZw9SpU/n4448BeOKJJ1i8eDEzZsxg8eLFnDt3jltvvZWRI0fy5S9/ucVV5hdffJFbbrmFcePG8ZWvfKU5kMfExPB//s//YezYsWzcuLHd1zNt2jROnDgBtLyqDXD77bezatWq5uO19XoOHz7M1KlTGT16NN/73vda/Abh5z//OZMnT2bMmDE8/vjj1/x7/eY3v8m5c+f44x//iMPh4IknnuAXv/hF8/ZRo0Zx7NgxHnvsMQ4fPsy4ceP49re/zWOPPcbatWsZN24c//Vf/8WxY8eYNWsWEyZMYMKECWzYsOGazysiIiK+l5Pl4lxlHR+fKAt0KV5RSO9C/r//7//jZz/7GQ7H5dP2zW9+k/79+5OXl0deXh4AlZWVTJ06lZ07dzJ79mx+//vftzrW448/zvjx4/n444/50Y9+xP3339+8be/evSxfvpwlS5bwb//2b8ycOZM9e/Zwzz33UFhYCHjujvnqq6+yfv16duzYgdPp5KWXXmp+/ilTprBz505mzpzZ7ut5//33ufvuu6/7utt7PY8++iiPPvoou3btYsCAAc3z//a3v3Hw4EE+/PBDduzYwbZt21izZk2bx3755ZfZvn07r7zyCiEhIdes4yc/+QmDBw9mx44d/PznP+cnP/kJs2bNYseOHXzrW9/C5XKxbNkytm/fzquvvso3v/nN6742ERER8a3Zw5IxBvK62JKXa6cSadPpH/2I2n37O/WY4cOz6Psv/9Lu9nfffReXy8XEiRObrzC3JywsrHnN+sSJE1m2bFmrOevWrWPp0qUA5OTkcO7cOcrLywG48847iYyMBGDNmjW88cYbAHzyk58kISEBgBUrVrBt2zYmT54MQHV1NS6XCwCn08nChQvbre/b3/42//Iv/0JRUdE1r7Rf7/Vs3LiRN998E4DPf/7z/NM//RPgCel/+9vfGD9+PAAVFRUcPHiQ2bNntzr2hAkT2L9/Px9++CEzZsy4bi3XUl9fzyOPPNL8puXAgQM3dTwRERG5eYnRYYxPjScv/yzfmj8s0OV0mEJ6F7F+/Xrefvtt/vrXv1JTU0N5eTn33XcfL774Yqu5oaGhzeuqnU6n12vLo6OjrzvHWssDDzzAj3/841bbIiIicDqd7e7785//nEWLFvHrX/+aBx98kG3bthESEoLb7W6eU1NT0/y9t6/HWst3v/tdvvKVr7QYf/LJJ5uvwv/1r38FICsri3//93/n05/+NB988AEjR468Zi3X8l//9V/06dOHnTt34na7iYiI6NB+IiIi4lvZmS7+37IDFF+sJTk2PNDldIhC+g241hVvX/nxj3/cHIhXrVrFL37xi+aAHhsby8WLF0lKSurw8WbNmsVLL73E97//fVatWkVSUhK9evVqNW/27Nm8/PLLfO973+O9997j/PnzAMybN4+77rqreZlHaWkpFy9eJD09vcM1PPLIIzz77LN88MEHZGRk8NRTT+F2uzlx4gQffvjhdfefOnUqS5cu5TOf+QyvvPJK8/gnPvEJvv/97/OFL3yBmJgYTpw4QWhoKF//+tf5+te/3uo406dP5ze/+Q233347q1evJiMjg3fffReA7du3c/ToUeDy3/MlVz8uKytjwIABOBwOnn/++TY/NCsiIiL+l53lCemr8s9y76TUQJfTIQrp3cDDDz/MggULmtemd8QTTzzBgw8+yJgxY4iKiuL5559vc97jjz/O5z73OUaOHMn06dNJS0sDYMSIEfzHf/wHt956K263m9DQUJ588kmvQroxhu9973v87Gc/Y/ny5QwcOJARI0YwfPhwJkyYcN39f/nLX3Lffffxwx/+kAULFhAXFwfArbfeyr59+5g2bRrg+eDpiy++2Lwcpy133HEHJSUlLFiwgGXLlvHHP/6RkSNHMmXKFIYN8/xqrHfv3syYMYNRo0Zx22238aMf/Qin08nYsWP54he/yD/8wz+wcOFC/vjHP7JgwYIO/UZCREREfG9k/164YsNZlV/cZUK6aa8ndE82adIku3Xr1hZj+/bta9X6UAKrqqqKyMhIjDG88sorLFmyhLfeeivQZd0w/RsTERHxne+8/jF/3XWK7f86n1Bn8PROMcZss9ZOunpcV9Kly9q2bRuPPPII1lri4+N59tlnA12SiIiIBKnsLBevbj3O1mPnmTa4d6DLuS6FdOmyZs2axc6dOwNdhoiIiHQBM4cmEeo0rMo/2yVCevBc6xcRERER8ZGY8BBuGZjIyi7SL10hXURERER6hOxMFwfPVnC8tCrQpVyXQrqIiIiI9AjZWZ5Ob6vyg/9qukK6iIiIiPQIg5KiSUuMIi+/ONClXJdCehfz5ptvYoxh//79ABw7dozIyEjGjRvH2LFjmT59Ovn5+QB8+OGHjBs3rnnbn//850CWLiIiIhJQxhhyslxsOFxCTX1w33RQIb2LWbJkCTNnzmTJkiXNY4MHD2bHjh3s3LmTBx54gB/96EcAjBo1iq1bt7Jjxw7ef/99vvKVr9DQ0BCo0kVEREQCLjvLRU29m41HzgW6lGtSSO9CKioqWLduHc888wyvvPJKm3PKy8tJSEgAICoqipAQT5fNmpoajDF+q1VEREQkGE0ZmEhkqJO8IO/yoj7pXchbb73FggULGDZsGL1792bbtm307t2bw4cPM27cOC5evEhVVRWbN29u3mfz5s08+OCDFBQU8MILLzSHdhEREZGeKCLUyYwhvVm5/yz/dqcN2ouYSmw3YO2fDlByvKJTj5mUGsOsTw+75pwlS5bw6KOPAvDZz36WJUuW8MgjjzQvdwF49dVXefjhh3n//fcBmDJlCnv27GHfvn088MAD3HbbbURERHRq7SIiIiJdydxMF8v3neVwcQVDXLGBLqdNCuldRGlpKStXrmTXrl0YY2hsbMQYw9e//vUW8+68806+9KUvtdp/+PDhxMTEsHv3biZNmuSvskVERESCzqVWjCv3n1VI706ud8XbF15//XUWL17Mb3/72+axOXPmcPz48Rbz1q1bx+DBgwE4evQoqamphISEUFBQwP79+8nIyPBn2SIiIiJBJyU+ksw+seTtL+bh2YMDXU6bFNK7iCVLlvCd73ynxdjChQv58Y9/3Lwm3VpLWFgYf/jDHwBPYP/JT35CaGgoDoeDp556iqSkpECULyIiIhJUsrNc/GHtEcpr6ukVERroclox1tpA1xB0Jk2aZLdu3dpibN++fQwfPjxAFUlPoH9jIiIi/rP5yDk+87tN/OYLE7htdL+A1WGM2WatbbUWWS0YRURERKTHmZieQGxECCuDtBVjj1nuYoyJBp4C6oBV1tqXAlySiIiIiARIiNPB7GHJrDpQjNttcTiCqxWjX6+kG2MijDEfGmN2GmP2GGP+7SaO9awx5qwxZncb2xYYY/KNMYeMMY81DX8KeN1a+xBw540+r4iIiIh0DzmZLoov1rLnZHmgS2nF38tdaoEca+1YYBywwBgz9coJxhiXMSb2qrEhbRzrOWDB1YPGGCfwJHAbMAL4nDFmBDAAuNQKpfHmXoaIiIiIdHVzMpMxhqBc8uLXkG49Lt0FKLTpz9WfXJ0DvGmMCQcwxjwE/LqNY60BStt4mluAQ9baI9baOuAV4C6gCE9QB63FFxEREenxkmLCGTMgnrz8Hh7SwXOl2xizAzgLLLPWbr5yu7X2NeAD4FVjzBeAB4F7vXiKFC5fMQdPOE8B3gAWGmN+A7zTTm13GGN+V1ZW5sXTiYiIiEhXlZPpouh8FdV1wbXQwu8h3VrbaK0dh+eq9i3GmFFtzPkZUAP8BrjziqvvN/O8ldbaL1lrv9beh0atte9Yax+Oi4u72afzmTfffBNjDPv37wfg2LFjREZGMm7cOMaOHcv06dPJz89vsU9hYSExMTH84he/CETJIiIiIkHrodkD2fwvuUSGOQNdSgsBW/Zhrb0A5NH2uvJZwCjgz8DjXh76BJB6xeMBTWPdwpIlS5g5cyZLlixpHhs8eDA7duxg586dPPDAA/zoRz9qsc8//uM/ctttt/m7VBEREZGgFxUWgjPIOruA/7u7JBtj4pu+jwTmA/uvmjMe+B2edeRfAnobY/7Di6fZAgw1xgw0xoQBnwXe7oTyA66iooJ169bxzDPP8Morr7Q5p7y8nISEhObHb775JgMHDmTkyJH+KlNEREREbpK/+6T3A55v6sDiAP5krX33qjlRwKettYcBjDH3A1+8+kDGmCXAXCDJGFMEPG6tfcZa22CMeQTPunYn8Ky1do+vXpA/vfXWWyxYsIBhw4bRu3dvtm3bRu/evTl8+DDjxo3j4sWLVFVVsXmzZ5l/RUUFP/3pT1m2bJmWuoiIiIh0IX4N6dbaj4Hx15mz/qrH9cDv25j3uWsc46/AX2+wzOvKe+53nC040qnHdKUPIvuLD19zzpIlS3j00UcB+OxnP8uSJUt45JFHmpe7ALz66qs8/PDDvP/++zzxxBN861vfIiYmplNrFRERERHf6jF3HO3qSktLWblyJbt27cIYQ2NjI8YYvv71r7eYd+edd/KlL30JgM2bN/P666/zz//8z1y4cAGHw0FERASPPPJIIF6CiIiIiHSQQvoNuN4Vb194/fXXWbx4Mb/97W+bx+bMmcPx48dbzFu3bh2DBw8GYO3atc3jTzzxBDExMQroIiIiIl2AQnoXsWTJEr7zne+0GFu4cCE//vGPm9ekW2sJCwvjD3/4Q4CqFBEREZHOYKy9+oafMmnSJLt169YWY/v27WP48OEBqkh6Av0bExER6XmMMdustZOuHg9Yn3QREREREWmbQrqIiIiISJBRSBcRERERCTIK6V7Q+n3xFf3bEhERkSsppHdQREQE586dU5iSTmet5dy5c0RERAS6FBEREQkSasHYQQMGDKCoqIji4uJAlyLdUEREBAMGDAh0GSIiIhIkFNI7KDQ0lIEDBwa6DBERERHpAbTcRUREREQkyCiki4iIiIgEGYV0EREREZEgY9StpDVjTDFQcI0pcUCZl9vaGr96LAko6WCZne1ar8nXx+nIPteb46tzAoE7L8F+TjoyTz8rnXecYD8noJ+Vm5nn7Xnp6LnSz8qNz9PPSucex9fn5WbHA/mzkm6tTW41aq3VHy//AL/zdltb41ePAVuD8TX5+jgd2ed6c3x1TgJ5XoL9nATyvPTEn5VgPyeBPC898Welo+dKPyv+OyfenCv9rHT+ebnZ8UD+rLT3R8tdbsw7N7CtrfFrHcffOquWGzlOR/a53hydk849Tkf30Xnx33F0TtrXE39WvDlXgaKflY49jz9155+VzhoPGlruEkSMMVuttZMCXYe0pPMSfHROgpPOS/DROQlOOi/BJxjPia6kB5ffBboAaZPOS/DROQlOOi/BR+ckOOm8BJ+gOye6ki4iIiIiEmR0JV1EREREJMgopIuIiIiIBBmFdBERERGRIKOQ3kUYYxzGmB8aY35tjHkg0PWIhzFmrjFmrTHmaWPM3EDXIx7GmGhjzFZjzO2BrkU8jDHDm35OXjfGfC3Q9QgYY+42xvzeGPOqMebWQNcjHsaYQcaYZ4wxrwe6lp6s6b8jzzf9jHwhEDUopPuBMeZZY8xZY8zuq8YXGGPyjTGHjDGPXecwdwEDgHqgyFe19iSddF4sUAFEoPNy0zrpnAB8B/iTb6rseTrjvFhr91lrvwp8Gpjhy3p7gk46J29aax8Cvgp8xpf19hSddF6OWGv/3reV9kxenp9PAa83/Yzc6fdiUXcXvzDGzMYT5P5orR3VNOYEDgDz8YS7LcDnACfw46sO8WDTn/PW2t8aY1631i7yV/3dVSedlxJrrdsY0wf4T2ttQN5tdxeddE7GAr3xvHEqsda+65/qu6/OOC/W2rPGmDuBrwEvWGtf9lf93VFnnZOm/f4f8JK1drufyu+2Ovm86L/1nczL83MX8J61docx5mVr7ef9XW+Iv5+wJ7LWrjHGZFw1fAtwyFp7BMAY8wpwl7X2x0CrX9EbY4qAuqaHjT4st8fojPNyhfNAuE8K7UE66WdlLhANjACqjTF/tda6fVl3d9dZPyvW2reBt40xfwEU0m9CJ/2sGOAneIKIAnon6OT/rkgn8+b84AnsA4AdBGjliUJ64KQAx694XARMucb8N4BfG2NmAWt8WVgP59V5McZ8CvgEEA/8j08r67m8OifW2v8LYIz5Ik2/6fBpdT2Xtz8rc/H8+jgc+KsvC+vBvP3vyjeAXCDOGDPEWvu0L4vrwbz9WekN/BAYb4z5blOYF99p7/z8CvgfY8wngXcCUZhCehdhra0CtEYtyFhr38DzBkqCjLX2uUDXIJdZa1cBqwJchlzBWvsrPEFEgoi19hyezwlIAFlrK4EvBbIGfXA0cE4AqVc8HtA0JoGl8xJ8dE6Ck85L8NE5CU46L8EtaM+PQnrgbAGGGmMGGmPCgM8Cbwe4JtF5CUY6J8FJ5yX46JwEJ52X4Ba050ch3Q+MMUuAjUCmMabIGPP31toG4BHgA2Af8Cdr7Z5A1tnT6LwEH52T4KTzEnx0ToKTzktw62rnRy0YRURERESCjK6ki4iIiIgEGYV0EREREZEgo5AuIiIiIhJkFNJFRERERIKMQrqIiIiISJBRSBcRERERCTIK6SIiclOMMRnGmN2BrkNEpDtRSBcRERERCTIK6SIi0hmcxpjfG2P2GGP+ZoyJDHRBIiJdmUK6iIh0hqHAk9bakcAFYGFgyxER6doU0kVEpDMctdbuaPp+G5ARuFJERLo+hXQREekMtVd83wiEBKoQEZHuQCFdRERERCTIKKSLiIiIiAQZY60NdA0iIiIiInIFXUkXEREREQkyCukiIiIiIkFGIV1EREREJMgopIuIiIiIBBmFdBERERGRIKOQLiIiIiISZBTSRURERESCjEK6iIiIiEiQ+f8BagpLy4qyZWUAAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# We assume the definitions of the previous block as not to copy everything.\n", "\n", "h_list = np.logspace(0, -6, 7)\n", "y2 = np.zeros(len(h_list))\n", "y0 = 1.0\n", "\n", "plt.figure(figsize=(12, 8))\n", "plt.ylabel(\"$\\delta(2) = |\\~y(2) - y(2)|$\")\n", "\n", "for alg, alg_name in algos:\n", " for i in range(len(h_list)):\n", " x = np.arange(0, 2, h_list[i])\n", " y = np.zeros(len(x))\n", " y[0] = y0\n", " \n", " eta = integrator(x, y0, ODEF, alg)\n", " y2[i] = eta[-1]\n", " plt.loglog(h_list, y2 - y[-1], label=alg_name)\n", "\n", "plt.xlabel(\"h\")\n", "plt.minorticks_on() \n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "deletable": false, "editable": false, "nbgrader": { "cell_type": "markdown", "checksum": "0e3fcb92129c0b3ef4e2b8f99a38ddef", "grade": false, "grade_id": "cell-3070782f40a2599f", "locked": true, "schema_version": 3, "solution": false, "task": false } }, "source": [ "### Task 7\n", "\n", "Apply the Euler and the Runga-Kutta methods to solve the pendulum problem given by\n", "\n", "\\begin{align*}\n", " \\vec{y}'(x) = \\vec{f}(x, \\vec{y})\n", " \\quad \\leftrightarrow \\quad \n", " \\begin{pmatrix}\n", " y_0'(x) \\\\\n", " y_1'(x)\n", " \\end{pmatrix}\n", " =\n", " \\begin{pmatrix}\n", " y_1(x) \\\\\n", " -\\operatorname{sin}\\left[y_0(x) \\right]\n", " \\end{pmatrix}\n", "\\end{align*}\n", " \n", "To this end the quantities $\\text{x}$ and $\\text{y0}$ in your $\\text{integrator}$ function must become vectors. Depending on your implementation in task 1 you might have to define a new $\\text{integrator}$ function that can handle this type of input.\n", "\n", "Plot $y_0(x)$ for several oscillation periods. Does the Euler method behave physically?" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "deletable": false, "nbgrader": { "cell_type": "code", "checksum": "9cb9ca1fb8e9c0722a7e6b5ec0ff0c2a", "grade": true, "grade_id": "cell-3a89944b55976666", "locked": false, "points": 4, "schema_version": 3, "solution": true, "task": false } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " The solutions differ greatly. The Euler method solution seems to go out of bounds of the pendulum string,\n", " and still moves periodically, which is quite unphysical. The 4th order Runge-Kutta method solution does\n", " stay within sane bounds.\n", " \n" ] } ], "source": [ "def ODEF_pendulum(x, y):\n", " return np.array([y[1], -np.sin(y[0])])\n", "\n", "# The settings we can alter:\n", "h = .01\n", "periods = 28\n", "y0 = np.array([1., 1.])\n", "\n", "x = np.arange(0, periods*2*np.pi, h)\n", "eta = np.zeros((len(x), 2))\n", "\n", "fig = plt.figure(figsize=(16, 24))\n", "gs = gridspec.GridSpec(3, 1, height_ratios=[4, 2, 2])\n", " \n", "# Plotting the trajectories\n", "ax0 = plt.subplot(gs[0])\n", "ax0.set_title(\"Trajectories of pendulum with initial values $\\\\vec{y}(x=0) = (1.,1.)^T$, $h = .01$, for 28 periods\")\n", "ax0.set_xlabel(\"$y_0(x)$\")\n", "ax0.set_ylabel(\"$y_1(x)$\")\n", " \n", "# Plotting eta_0 (or estimated y_0)\n", "ax1 = plt.subplot(gs[1])\n", "ax1.set_title(\"$y_0$ of pendulum with initial values $\\\\vec{y}(x=0) = (1.,1.)^T$, $h = .01$, for 28 periods\")\n", "ax1.set_xlabel(\"$x$\")\n", "ax1.set_ylabel(\"$y_0$\")\n", " \n", "# Plotting eta_01 (or estimated y_1)\n", "ax2 = plt.subplot(gs[2])\n", "ax2.set_title(\"$y_1$ of pendulum with initial values $\\\\vec{y}(x=0) = (1.,1.)^T$, $h = .01$, for 28 periods\")\n", "ax2.set_xlabel(\"$x$\")\n", "ax2.set_ylabel(\"$y_1$\")\n", "\n", "for alg, alg_name in [(phi_euler, \"Euler\"), (phi_rk4, \"4th order Runge-Kutta\")]:\n", " eta = integrator(x, y0, ODEF_pendulum, alg)\n", " ax0.plot(eta[:, 0], eta[:, 1], label=alg_name)\n", " ax1.plot(x, eta[:, 0], label=alg_name)\n", " ax2.plot(x, eta[:, 1], label=alg_name)\n", "\n", "ax0.legend()\n", "ax1.legend()\n", "ax2.legend()\n", "plt.show()\n", "\n", "print(\"\"\"\n", " The solutions differ greatly. The Euler method solution seems to go out of bounds of the pendulum string,\n", " and still moves periodically, which is quite unphysical. The 4th order Runge-Kutta method solution does\n", " stay within sane bounds.\n", " \"\"\")" ] } ], "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 }