{ "cells": [ { "cell_type": "markdown", "id": "4bcb16db-c450-4de8-9508-4588faf65b66", "metadata": {}, "source": [ "# Calculating pi using Monte Carlo methods" ] }, { "cell_type": "markdown", "id": "78351864-a78c-499c-9bfc-06b86e3f3c49", "metadata": {}, "source": [ "## Relevant formulas\n", "\n", "- square area: $s = (2 r)^2$\n", "- circle area: $c = \\pi r^2$\n", "- $c/s = (\\pi r^2) / (4 r^2) = \\pi / 4$\n", "- $\\pi = 4 * c/s$" ] }, { "cell_type": "markdown", "id": "545117ac-1a5d-4077-8e02-0c12c306a31e", "metadata": {}, "source": [ "## Image to visualize the concept\n", "\n", "![Darts](https://raw.githubusercontent.com/coderefinery/jupyter/main/example/darts.svg)" ] }, { "cell_type": "code", "execution_count": 1, "id": "8861b977-19f3-4949-911a-0d2905417f5a", "metadata": {}, "outputs": [], "source": [ "# importing modules that we will need\n", "\n", "import random\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "id": "0bbbdf13-ac84-4b80-984e-f0a249ba7a03", "metadata": {}, "outputs": [], "source": [ "# initializing the number of \"throws\"\n", "\n", "num_points = 1000" ] }, { "cell_type": "code", "execution_count": 3, "id": "a6457944-a33e-4c82-87c3-0f624be2cc39", "metadata": {}, "outputs": [], "source": [ "# here we \"throw darts\" and count the number of hits\n", "\n", "points = []\n", "hits = 0\n", "for _ in range(num_points):\n", " x, y = random.random(), random.random()\n", " if x*x + y*y < 1.0:\n", " hits += 1\n", " points.append((x, y, \"red\"))\n", " else:\n", " points.append((x, y, \"blue\"))" ] }, { "cell_type": "code", "execution_count": 4, "id": "5ea4a612-3141-4e2c-838e-f60043e4d72c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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