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    "colab": {
      "provenance": []
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      "name": "python3",
      "display_name": "Python 3"
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    "language_info": {
      "name": "python"
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  "cells": [
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      "cell_type": "markdown",
      "source": [
        "# Lecture 12 - Introduction to Graphs\n",
        "\n",
        "In today's lecture we will discuss -\n",
        "\n",
        "1.   Graphs\n",
        "2.   Graph fundamentals\n",
        "3.   Different types of graphs\n",
        "4.   Graph implementations\n",
        "5.   Adjacency Matrix vs Lists  (Space vs Time)\n",
        "6.   Connectivity in graphs\n",
        "\n",
        "#Learning Objectives -\n",
        "\n",
        "1. Graph representation in adjacency list, matrix formats\n",
        "2. Working with these representations to answer questions about structure and connectivity\n",
        "3. Identifying different types of graphs and contexts where they are relevant\n",
        "4. Notions of degree, connectivity, cyclic nature, reachability, distance\n",
        "\n",
        "\n",
        "**Announcements**\n",
        "\n",
        "1. Exam 1 manual grading\n",
        "2. Homework 3 out today\n",
        "3. Early feedback link - https://docs.google.com/forms/d/19L6qPU_KCp46LmQmLyYdTCYLnbIZMhZzcfyDJihnFdg/edit\n",
        "4. Office hours today (5pm-9pm)\n",
        "\n",
        "\n",
        "\n"
      ],
      "metadata": {
        "id": "XhPlcYEeJ8jm"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Discovery clicker\n",
        "\n",
        "Scan and use join code 277\n",
        "\n",
        "OR Visit clicker.cs.illinois.edu and use join code 277\n",
        "\n",
        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)"
      ],
      "metadata": {
        "id": "LktxlwG4nuPs"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Travel planning\n",
        "\n",
        "![Flight-network.webp](data:image/webp;base64,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)"
      ],
      "metadata": {
        "id": "kXQw-eZ_NbAA"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Graphs\n",
        "\n",
        "*   Graphs are abstractions that help model connections.\n",
        "*   Main components of graphs are :\n",
        "\n",
        "1.  Nodes/Vertices - Airports throughout the USA\n",
        "\n",
        "2.  Edges - Flight routes between airports\n",
        "\n"
      ],
      "metadata": {
        "id": "qnJBGCi8Ozef"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Graph Fundamentals\n",
        "\n",
        "\n",
        "\n",
        "*   Graph $G$ is specified by a set of Vertices $V$ and a set of Edges $E$ between select pairs of vertices - $G = (V,E)$\n",
        "*   Typically, we will consider $V = \\{1,2,3,\\dots,n\\}$ and $E = \\{(u,v):u,v \\in V$ and  $u,v$ are connected in $G$\\}\n",
        "\n",
        "*   In the flight network graph, there is an edge between Champaign (CMI) and Chicago (ORD) since there are flights between these airports whereas there is no edge between Champaign (CMI) and San Francisco (SFO) since there are no flights between them.\n",
        "\n",
        "*  The degree of a vertex is the number of edges incident on the vertex."
      ],
      "metadata": {
        "id": "yNhs1xkXPYhz"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Types of Graphs\n",
        "\n",
        "There are different types of graphs that we will encounter -\n",
        "\n",
        "\n",
        "*   Undirected Graphs - Graphs where connections are symmetric - $(u,v)\\in E ⇔ (v,u) \\in E$\n",
        "*   Directed Graphs - Graphs where connections are not necessarily symmetric -  $(u,v)\\in E \\not⇔ (v,u) \\in E$\n",
        "\n",
        "\n",
        "Classify each of the following graphs as undirected or directed -\n",
        "\n",
        "1.   Flight route network\n",
        "2.   LinkedIn network\n",
        "3.   Instagram network\n",
        "4.   Course prerequisite graph\n",
        "5.   Cities/Towns road connections\n",
        "\n"
      ],
      "metadata": {
        "id": "AVfqR-YYVWIU"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Examples\n",
        "\n",
        "Consider the graph $G$ with vertex set $V = \\{A,B,C\\} $ having undirected edges (A,C) and (A,C). We can represent this graph using the diagram -\n",
        "\n",
        "![Screenshot 2026-02-18 143621.png](data:image/png;base64,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)\n",
        "\n",
        "\n",
        "\n",
        "> Undirected graph on A,B,C with edges (A,B) and (A,C)\n",
        "\n",
        "$deg(A) = 2, deg(B) = 1, deg(C) = 1$"
      ],
      "metadata": {
        "id": "ULLumviwaE6M"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "![Screenshot 2026-02-18 143553.png](data:image/png;base64,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)\n",
        "\n",
        "\n",
        "\n",
        "> Directed graph on A,B,C with edges (A,B) and (A,C)\n",
        "\n",
        "$in-deg(A) = 0, in-deg(B) = 1, in-deg(C) = 1$\n",
        "\n",
        "$out-deg(A) = 2, out-deg(B) = 0, out-deg(C) = 0$\n",
        "\n",
        "> In directed graphs degree can refer to either indegree or out-degree - we must be specific."
      ],
      "metadata": {
        "id": "GOvcB8Dueu-8"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# More types of graphs\n",
        "\n",
        "Say we want to find the cheapest way to travel from CMI to SFO for spring break. Can we use our flight nework graph to figure this out?\n",
        "\n",
        "Not quite, because the network does not have sufficient information to help us out in this regard. We need more information about the edges - cost of flights between airports (weights)!\n",
        "\n",
        "*   Unweighted graphs - Graphs with no weights assigned to edges. Formally, $G = (V,E)$.\n",
        "*   Weighted graphs - Graphs with weights assigned to edges. Formally, $G = (V,E, W)$ where $W : E → \\mathbb{R}$.\n",
        "\n",
        "Identify which of these graphs could be weighted (and what these weights could represent)-\n",
        "\n",
        "1.   Flight route network\n",
        "2.   LinkedIn network\n",
        "3.   Instagram network\n",
        "4.   Course prerequisite graph\n",
        "5.   Cities/Towns road connections\n"
      ],
      "metadata": {
        "id": "d_zhxpYSXeXn"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Graph structure\n",
        "\n",
        "Yet another distinction among graphs is whether they are cyclic or acyclic. For each of the graphs below, identify whether they can be cyclic or acyclic -\n",
        "\n",
        "1.   Flight route network\n",
        "2.   LinkedIn network\n",
        "3.   Instagram network\n",
        "4.   Course prerequisite graph\n",
        "5.   Cities/Towns road connections"
      ],
      "metadata": {
        "id": "CxtQpjamZpGn"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Examples for cyclic graphs\n",
        "\n",
        "![Screenshot 2026-02-18 143634.png](data:image/png;base64,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)\n",
        "\n",
        "> Undirected graph on A,B,C with edges (A,B),(A,C) and (B,C) - ABC is a cycle in this case.\n"
      ],
      "metadata": {
        "id": "E_ro-a54fJ4-"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "![Screenshot 2026-02-18 143646.png](data:image/png;base64,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)\n",
        "\n",
        "> Directed graph on A,B,C with edges (A,B),(B,C) and (C,A) - ABC constitute a directed cycle here.\n",
        "\n"
      ],
      "metadata": {
        "id": "-XHK4mbEfgRq"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "![Screenshot 2026-02-18 143657.png](data:image/png;base64,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)\n",
        "\n",
        "> Directed graph on A,B,C with edges (A,B),(B,C) and (A,C) - **ABC is NOT a cycle in this case.**\n"
      ],
      "metadata": {
        "id": "qrzy37zufvYj"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Trees\n",
        "\n",
        "Trees are undirected, acyclic, connected graphs. In a sense, they are minimally connected undirected graphs.\n",
        "\n",
        "![Screenshot 2026-02-18 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)\n",
        "\n",
        "> A tree on 5 vertices A,B,C,D,E with 4 edges.\n",
        "\n",
        "> We can neither add an edge nor remove an edge from a tree without killing it."
      ],
      "metadata": {
        "id": "-ypgB0ULnN9o"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Directed Acyclic Graphs (DAG)\n",
        "\n",
        "DAGs are directed graphs that do not contain any cycles.\n",
        "\n",
        "![Screenshot 2026-02-18 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)\n",
        "\n",
        "> This is a DAG on 5 vertices A,B,C,D,E with 5 edges.\n",
        "\n"
      ],
      "metadata": {
        "id": "ZYuppozmogEI"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Graph representation\n",
        "\n",
        "There are two fundamental ways in which graphs can be represented:\n",
        "\n",
        "1.  **Adjacency Matrix** - $n \\times n$ matrix with edges represented using 1 and non-edges represented using 0.\n",
        "\n",
        "For example, consider the undirected graph on A,B,C with edges (A,B) and (A,C).\n",
        "\n",
        "![Screenshot 2026-02-18 145816.png](data:image/png;base64,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)\n",
        "\n",
        "\n",
        "\n",
        "> Adjacency Matrix representation for graph G\n",
        "\n",
        "![Screenshot 2026-02-18 143621.png](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAOwAAADiCAYAAABN2StkAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAABKnSURBVHhe7d19WNR1ugbwW4TFDDxhgoDglPgKKhIzIsqu5VV4eaV2pVaWWualtvmaux072abHq+0sWbLm0XXxOlngmlaWZJqma4qgyM6o+B4imi/5gpqogIzD8Jw/Kja/IqIwzO87c3/+/D6/mT+E2+ee34xjExEREJEWfNQDIjIuBpZIIwwskUYYWCKNMLBEGmFgiTTCwBJphIEl0ggDS6QRBpZIIwwskUYYWCKNMLBEGmFgiTTCwBJphIEl0ggDS6QRBpZIIwwskUYYWCKNNOGXsOnjwoULsFqt2L17Ny5cuAARQYsWLdCtWzdYLBaYTCb1IeRhuGENzuFwYMWKFUhKSkKHDh0wd+5cXL58GREREdUBXbp0KRITE9GpUyfMnz8fV65cUZ+GPIWQYWVlZUlUVJQ88sgj8sUXX0hlZaV6yQ1ycnJk+PDh0qpVK1myZIk6Jg/ASmxAIoLp06dj+fLlSEtLw+OPP65eUqt9+/bhhRdeQEREBJYtW4bAwED1EtIUA2swIoJx48bhyJEjWLVqFYKCgtRL6sThcGDKlCnYu3cv1q9fz9B6CAbWYF555RXk5+dj7dq1uPfee9XxHRERTJo0Cfv27cPmzZvRtGlT9RLSDG86GcjGjRuRmZmJ1atX1zusANCkSRMsWLAAzZo1w5w5c9QxaYgb1iDKy8vRpUsXfPDBB3j00UfVcb2cPHkS8fHx2Lp1Kzp37qyOSSPcsAaxbNkyxMXFNXhYASAyMhJTp05FamqqOiLNcMMaRGxsLObOnXvbwFaWXcLFq3b8+4fWBL8JaImWAX43XKc6f/48OnXqhKKioru+kUXuxw1rAAUFBSgpKbltWIEqnNn3TyyemoyuydPx6dfrsX79Wnw8fxoe7zcSGbtL1QdUCw4ORr9+/bB27Vp1RBphYA3AarWiV69e6nENfBDZayA6/wdgfuoPmDhmNEaPHoNJM1Ixsdsh/Pkvq9QH3KBXr16wWq3qMWmEgTWAXbt2wWw2q8c1kusHsc1aiYTfdkD1mzRV51F49BJamyJvvFhhNpuxc+dO9Zg0wsAawLlz5xAeHq4e1+j6qTz860Isej90DwDAWXoEK2b+Af8MeQ1pM3+nXn6D8PBwFBcXq8ekEQbWAJxOJ3x9fdXjGl3YlosT4S1RvOELrPz0H/jbX/+GjcWdMeG/nkN0YO0/zqZNm8LpdKrHpJHaf8LUKAICAur4L2zsyM3ei64Dx+G5YcMw7OmRmPxmKv77t8cw9pn/wT5H7Tf8r169ioCAAPWYNMLAGkBMTAz27NmjHt9Eru/HNpsDlqRfvX4F4Ovrg4pzZ3DxNoHds2cPYmJi1GPSCANrABaLpU53b6+fykNecdfq168AUHkpD6kLstF74u/Ru3ntP06r1QqLxaIek0b4wQkDuHbtGiIiIpCfn4/IyJru9F7D7swlWPnJB1i4IxxTJz+KIJ8qXLt8AccOHUHLx/6IGS8moEUteXU6nYiKisKXX36J2NhYdUyaYGANYurUqQgICMDbb7+tjhpEZmYm5syZg+3bt6sj0ggDaxCFhYVISkrC/v37ERwcrI7rxel0onfv3pg2bRqGDx+ujkkjtZQoakwdOnTA6NGjMWHCBHVUb3PnzkVAQACeeeYZdUSa4YY1ELvdjvj4eEyYMKHBgpudnY2hQ4fCarXyWxU9ADesgfj7+2P16tWYM2cO0tLS1PEdy87OxrBhw7BixQqG1UMwsAbTrl07fPvtt0hJScHkyZNRXl6uXnJbIoL3338fQ4cOxfLly9GvXz/1EtIUA2tA7dq1w7p167Bp0ybExsZixYoVcDgc6mU12rRpEx5++GGsXLkSubm5DKuH4WtYgxo0aBDi4+PRq1cvvPvuuzh06BCGDx+OhIQEmM1mhISEwMfHByUlJdi9ezesVitWrlwJHx8fTJ06FWPGjIGPD/8+9jQMrAFlZGQgNTUVVqsVfn4/fZPEwYMHkZmZCZvNhl27duHixYsQEQQGBqJ79+4wm81ITk5G37591acjD8LAGsyZM2fQo0cPfPPNN+jRo4c6Ji/HzmQw48ePx8svv8ywUo0YWAPJyMjAyZMn8cYbb6gjIoCV2Dh+qcIbNmzgh/PplrhhDeKXKsywUm0YWANgFaa6YiV2M1ZhuhPcsG42fvx4TJgwgWGlOmFg3SgjIwOnTp3CjBkz1BFRjViJ3YQfkKC7wQ3rJvyABN0NBtYNeFeY7hYrcSNjFab64IZtZKzCVB8MbCNiFab6YiVuJKzC1BC4YRsJqzA1BAa2EbAKU0NhJXYxVmFqSNywLsYqTA2JgXUhVmFqaKzELsIqTK7ADesirMLkCgysC7AKk6uwEjcwfoMEuRI3bAPjl6mRKzGwDYhVmFyNlbiBsApTY+CGbSCswtQYGNgGwCpMjYWVuJ5YhakxccPWE6swNSYGth5YhamxsRLfJVZhcgdu2LvEKkzuwMDehaVLl7IKk1uwEt8hVmFyJ27YO8QqTO7EwN4B3hUmd2MlriNWYTICbtg6YhUmI2Bg64BVmIyClfg2WIXJSLhhb4NVmIyEga0FqzAZDSvxLbAKkxFxw94CqzAZEQNbA1ZhMipWYsXp06cRFxfHKkyGxA2reOmll1iFybAY2F9hFSajYyX+Gasw6YAb9meswqQDBpZVmDTi9ZWYVZh04vUbllWYdOLVgWUVJt14bSVmFSYdee2GZRUmHXllYFmFSVdeV4lZhUlnXrdhWYVJZ14VWFZh0p3XVGJWYfIEXrNhWYXJE3hFYFmFyVN4fCVmFSZP4vEbllWYPIlHB5ZVmDyNx1ZiVmHyRB67YVmFyRN5ZGBZhclTeVwlZhUmT+ZxG5ZVmDyZRwWWVZg8ncdUYlZh8gYes2FZhckbeERgWYXJW2hfiVmFyZtov2FZhcmbaB1YVmHyNtpWYlZh8kbablhWYfJGWgaWVZi8lXaVmFWYvJl2G5ZVmO6U0+lEWVkZ7Ha7OtKO2zasiCArKws5OTmwWq0oKiqC3W6Hv78/2rVrB7PZjD59+qBfv35o0qQJ8HMVTk1NhdVqhZ+fn/qURACAsrIyLF++HFu2bIHVasXRo0fh7+8Ph8OBwMBAxMfHIyEhASNGjECnTp3UhxtaowfWbrcjLS0NCxcuRPPmzZGcnAyLxYLOnTvD398fdrsdBQUFsNls2LBhAy5fvoyJEyfiiSeeQGJiIqsw3dKlS5fw1ltvISMjA3379sXAgQNhNpsRHR2Npk2bAgDOnj0Lm82GnJwcpKeno1u3bpg1axb69OmjPp0xSSOy2WwSExMjgwcPlpycHHVco9zcXBkyZIhERkbKlClT1DGRiIisWbNG2rRpIxMnTpQTJ06o4xrZ7XbJyMiQ8PBwmTZtmly7dk29xHAaLbAfffSRtG7dWpYvX66O6uSzzz6T0NBQWbx4sToiL/fuu++KyWSSLVu2qKM6uXjxojz99NOSkJAgJSUl6thQGiWwH374oUREREhBQYE6uiNHjhyRtm3bMrRU7b333pP27dvLqVOn1NEdmzx5siQkJMjly5fVkWG4PLC5ubkSGhpa77D+4siRIxIeHi5ZWVnqiLzMpk2bJDIyskHC+otx48bJc889px4bhksDW15eLh07dpTPP/9cHdXLV199JVFRUVJaWqqOyEtcuXJFTCaTrF+/Xh3Vi6t+ZxuKS+8Sp6SkYPfu3fjkk0/UUb2NGjUK7du3x6xZs9QReYHZs2fj2LFj+Oijj9RRveXk5GDkyJEoKiqqvrtsGGqCG0plZaVERkZKfn6+OrqNMrF++bUcdVSpgxscOHBAwsPD5fr16+qIPNz169clLCxMDhw4oI5uwSmXjuXJmk8/ls/W5smZa1VS5TgtRd+XqRdWS0xMlFWrVqnHbueyTzqtW7cOJpPpjt8zLd21AOPH/h17y2tf/NHR0ejcuTNWr16tjsjDrVmzBp06dUJ0dLQ6uklp4VeYMXokZmbshkTE4aG2V/DFO2/jzZfH4oP9TvXyapMmTcLixYvVY7dzWWCzsrIwYMAA9bh2zmP47Ms8XK84j7PnHOr0JgMGDMDWrVvVY/Jw2dnZ6N+/v3p8kx/z5uHJUUvRbfr/Yf7MlzAwsTPadX0U4156EDs3NEV8wr3qQ6olJydj+/btcOErxrvissDabDZYLBb1uBZV+P6rNfjN4yPQ9b5LOHe2Ur3gJmazGTabTT0mD1eX363K8+sw9YU0PDRzIZ6Nbn7DzLdlNOIH/A7x9/30kdeatGrVCkFBQSgsLFRHbuWywB4+fLhOleUXVT9mY/WZODzZoy1Cg0px7uyt68ovYmJicPjwYfWYPFxhYSG6dOmiHv9KJXIXpGDjfcMxLrmVOkQT37Z4ZsJTiPC9dWDx88suo/1+uewu8f3334/CwkK0bNlSHdWgHFlpS+D71AT0ue8H/OWxROx6cjs+mdS21r9RSktLERwcjMDAQHVEHqy8vBwnT55EUFCQOgIASGU+Xu2ZjANDNmLtn2Jxt/d5hw0bhmeffRZDhw5VR27jssCGhoYiPz8foaGh6ugmZXsX4vdzTqF7j/vRBNdh+8dcFA/8Ghv/nFDrH/aPP/6IqKgoFBQUqCPyYF27dsX+/fsREhKijgAAUr4Gw9qNR9u07/DXJ1qoY5SfPQ17cDiCavvlAjB48GCMGzcOgwYNUkfuo942big9e/aU7Oxs9fhmld/L0tSlcrz6bRy7fDXpIek+ZpXYlUtVO3bskLi4OPWYPJzZbJZt27apx9WqKrbK2I4PyB/XXFFHIs4z8vmHmVJcWfvbhiIiXbp0uYu3JV2rtsZZLxaLpQ43hCpx6NMVkEeGoG316wkftA4LwuXi86i4ze632Wwwm83qMXm4291sbOJvxlNPhCNvQy7KbpjYsffLTPj1TEZw09pfv169ehUnTpxATEyMOnIrlwW2d+/e2LRpk3pcrfJ8Hhb+53AMmf459hYcw0+3mJz4bv1ipGcdx+WDmUhdsgXFzlundvPmzUhMTFSPycMlJiZi8+bN6vGv3IPHZv0dQ0vex0t/+hCb/7UL29avwP++swCFpqcwKPoe9QE3yc7ORlxcHHx9fdWRW7nsNWx5eTlMJhNsNhtMJpM6rrcffvgB3bt3x/HjxxEQEKCOyYOVlpbCZDJh7969aNOmjTr+FScunTiIvQXn0SKqB7q3a1nrPZFfGzhwIIYMGYIxY8aoI7dyWWAB4NVXX0VlZSXmzZunjupt+vTpqKiowPz589UReYEpU6agefPmSElJUUf1dvjwYSQlJeHEiRNo1qyZOnYv9UVtQyouLpbQ0FDZsWOHOqoXm80mrVu3ljNnzqgj8hKnTp2SkJAQ2bNnjzqqF6fTKUlJSTJv3jx1ZAguDayIyMqVK6Vjx45y8eJFdXRXSkpKJDo6Wj7++GN1RF4mPT1dYmNjpazs1h/iv1MpKSnSt29fqaq6/V1kd3B5YEVEXnvtNYmLi6t3aEtKSsRiscgrr7yijshLjR07Vvr27dsgoV20aJGYTCY5fvy4OjKMRgms/Bza6Oho2bVrlzqqkz179ki3bt0YVrqB0+mUF198UXr37i3ff/+9Oq4Th8Mhs2fPFpPJJEVFRerYUBotsCIiy5Ytk5CQEHn99dfl3Llz6rhG58+flzfffFNCQkIkPT1dHROJ0+mUd955R4KDg2XRokVit9/uIzf/tnPnTrFYLNK/f/8G/aoZV2nUwIqInD59WsaPHy9BQUEyYsQISU9Pl4MHD4rT6RQRkaqqKjl06JAsXbpUnn/+eQkKCpIxY8bIyZMn1aciusGBAwckOTlZwsLCZObMmZKXlycVFRXqZXL06FHJyMiQPn36aPelfi59W6c2ly5dwrJly7Bt2zZYrVYcO3YMvr6+qKysxAMPPFD9zf8jR46s4z8gIPrJd999h7S0NGzZsgWHDx/Ggw8+iICAADgcDhw/fhzNmjVDz549MWrUKAwePNh4XwNTC7cFViUicDgc8PPzq/6vOYjqq6KiAoWFhSgvL4efnx/CwsIQFhamXqYNwwSWiG7PZZ8lJqKGx8ASaYSBJdIIA0ukEQaWSCMMLJFGGFgijTCwRBphYIk0wsASaYSBJdIIA0ukEQaWSCMMLJFGGFgijTCwRBphYIk0wsASaYSBJdIIA0ukEQaWSCMMLJFGGFgijTCwRBphYIk0wsASaYSBJdIIA0ukEQaWSCMMLJFGGFgijTCwRBphYIk0wsASaYSBJdIIA0ukEQaWSCMMLJFGGFgijTCwRBphYIk0wsASaYSBJdIIA0ukEQaWSCMMLJFGGFgijTCwRBphYIk0wsASaYSBJdIIA0ukEQaWSCMMLJFGGFgijTCwRBphYIk0wsASaYSBJdIIA0ukEQaWSCMMLJFG/h8TaX/7yxHsvQAAAABJRU5ErkJggg==)"
      ],
      "metadata": {
        "id": "U6ys_QrUgwOL"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "2.  **Adjacency List** - $n$ lists representing adjacency lists for vertices.\n",
        "\n",
        "\n",
        "\n",
        "A -> B,C\n",
        "\n",
        "B -> A\n",
        "\n",
        "C -> A\n",
        "\n",
        "> Adjacency list representation for G with vertices A,B,C and edges (A,B),(A,C)\n",
        "\n",
        "\n",
        "![Screenshot 2026-02-18 143621.png](data:image/png;base64,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)\n",
        "\n",
        "\n",
        "\n"
      ],
      "metadata": {
        "id": "yiiEWGlEji3E"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Adjacency matrix vs Adjacency list\n",
        "\n",
        "Consider graph $G$ with $V = \\{1,2,3,\\dots,n\\}$ and edge set $E$. Let $|V| = n$ and $|E| = m$.\n",
        "\n",
        "*   **Space** - Adjacency matrix requires $O(n^2)$ space vs Adjacency list requires $O(m)$ space.  \n",
        "*   **Access** - In an adjacency matrix we can retrieve edge $(u,v)$ in $O(1)$ time whereas adjacency list requires $O(deg(u))$ time (which can be as large as $O(n)$).\n",
        "\n",
        "\n",
        "\n",
        "> Adjacency list is space efficient, while adjacency matrix is time efficient!\n",
        "\n",
        "\n",
        "\n"
      ],
      "metadata": {
        "id": "Y9GWwN79kYLe"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Problems on graphs\n",
        "\n",
        "\n",
        "\n",
        "1.   Flight route network - Cheapest way to travel from $u$ to $v$\n",
        "2.   LinkedIn network - Do users $u$ and $v$ \"know\" each other? How far apart are they?\n",
        "3.   Road network - Can we go from location $u$ to location $v$ by car? If so, what is the shortest path?\n",
        "4.  Course prequisite graph - What is the fewest semesters in which I can graduate?\n",
        "  \n",
        "\n"
      ],
      "metadata": {
        "id": "Jsn-etPgme_i"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Adjacency matrix representation\n",
        "\n",
        "As we discussed last time, there is a rather straightforward representation of a graph $G = (V,E)$ with $V=\\{0,1,2,\\dots,(n-1)\\}$ involving the adjacency matrix $A_{n \\times n}$- specifically,\n",
        " $$(i,j) \\in E ⇔ A[i][j] = 1$$\n",
        " and\n",
        " $$(i,j) \\not\\in E ⇔ A[i][j] = 0$$\n",
        "\n",
        " ![Screenshot 2026-02-23 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)"
      ],
      "metadata": {
        "id": "-Xdf4q1x6N-p"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "0HgF1dCj5ZKp",
        "outputId": "cdbbf926-b2aa-4397-f8c8-07d32b80609f"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[[0, 1, 1, 0, 1], [0, 0, 1, 0, 0], [0, 0, 0, 1, 0], [0, 0, 0, 0, 0], [0, 0, 0, 0, 0]]\n",
            "Outgoing edge from vertex 1 to 2\n"
          ]
        }
      ],
      "source": [
        "#Adjacency matrix representation for graphs - List of lists\n",
        "\n",
        "A = [[0,1,1,0,1],[0,0,1,0,0],[0,0,0,1,0],[0,0,0,0,0],[0,0,0,0,0]]\n",
        "print(A)\n",
        "\n",
        "#Outgoing edges of vertex 1 -\n",
        "\n",
        "for i in range(len(A)):\n",
        "  if(A[1][i]==1):\n",
        "    print(\"Outgoing edge from vertex 1 to \" + str(i))\n"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Adjacency List representation\n",
        "\n",
        "The adjacency list representation uses lists to represent edges of each vertex in the graph. For an $n$ vertex graph, there are $n$ adjacency lists - $A[0],A[1],A[2],\\dots,A[n-1]$ representing outgoing edges of each vertex.\n",
        "\n",
        "For example, $A[i]$ is the list consisting of all outgoing edges of vertex $i$.\n",
        "\n",
        "![Screenshot 2026-02-23 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)"
      ],
      "metadata": {
        "id": "QlZ3mG9R-xsu"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "#Adjacency list representation for Graphs - lists of outgoing edges\n",
        "\n",
        "A=[[1,2,4],[2],[3],[ ],[ ]]\n",
        "print(A)\n",
        "\n",
        "#Outgoing edges of vertex 1 -\n",
        "\n",
        "print(\"Outgoing edges of vertex 1 are : \" + str(A[1]))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "yTPnUJBc-Ff9",
        "outputId": "64364831-4373-42cd-ecba-7c6963d531a6"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[[1, 2, 4], [2], [3], [], []]\n",
            "Outgoing edges of vertex 1 are : [2]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Preferred choice - Adjacency list\n",
        "\n",
        "Due to the compact nature of representing a graph, we will generally prefer the adjacency list representation of graphs in our graph problems.\n",
        "\n",
        "\n",
        "\n",
        "> In the adjacency list representation, what is the time complexity of finding out if edge $(i,j)$ exists?\n",
        "\n"
      ],
      "metadata": {
        "id": "u4dJrWzAD1Kb"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Connectivity in graphs\n",
        "\n",
        "Consider the following graph $G$ - ![Screenshot 2026-02-23 140356.png](data:image/png;base64,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)\n",
        "\n",
        "One of the most important questions we would like to understand is whether two vertices $u,v \\in V$ are \"connected\"? What do we mean by this? Well, we would like to understand if there is some way of reaching vertex $v$ starting from vertex $u$.\n",
        "\n",
        "Note that there are two ways of reaching vertex 3 from vertex 0 -\n",
        "\n",
        "1.   Use edge (0,2) to go from 0 to 2 and then edge (2,3) to go from 2 to 3.\n",
        "2.   Use edge (0,1) to go from 0 to 1, then edge (1,2) to go from 1 to 2 and finally edge (2,3) to go from 2 to 3.\n",
        "\n",
        "However, if we were to ask whether we could reach vertex 0 from vertex 3, the answer is no since the graph's edges do not support this (in fact, there is no way to go from 3 to any other vertex!)\n",
        "\n",
        " Let us give some formal definitions to this end.\n",
        "\n",
        "#Path\n",
        "\n",
        "*   Path - A sequence of vertices with the property that each consecutive pair of vertices has an edge in $G$.\n",
        "\n",
        "For example, in the above graph, 0,1,2,3 is a path as there is an edge between (0,1),(1,2) and (2,3).\n",
        "\n",
        "For this graph, 0,2,4 is not a path since there is no edge between (2,4) (even though there is an edge between (0,2)).\n",
        "\n",
        "In the above graph, there are two paths from 0 to 3 while there are no paths from 3 to 0 - and this captures the essence of connectivity between these vertices.\n",
        "\n",
        "\n",
        "---\n",
        "# Cycle\n",
        "\n",
        "*   Cycle - A cycle is a path $v_{1},v_{2},v_{3},\\dots,v_{k}$ in which the first $(k-1)$ vertices are distinct and $v_{1} = v_{k}$. That is, this is a path that cycles back to vertex $v_{1}$. In this case, this cycle has length $(k-1)$.\n",
        "\n",
        "In the above graph, there is no cycle as there is no such path that ends with the starting vertex.\n",
        "\n",
        "![Screenshot 2026-02-23 143042.png](data:image/png;base64,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)\n",
        "\n",
        "\n",
        "In this graph, since A,B,C,A is a valid path (as edges (A,B),(B,C) and (C,A) exist), this is a cycle of length 3."
      ],
      "metadata": {
        "id": "sB3OuHQHEloA"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Connected graphs (Undirected)\n",
        "\n",
        "We say that a graph $G$ is connected, if for every pair of vertices $(u,v) \\in V \\times V$, there is a path from $u$ to $v$.\n",
        "\n",
        "![Screenshot 2026-02-23 143042.png](data:image/png;base64,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)\n",
        "\n",
        "In the graph above, observe that each of the following pairs have a path between them - (A,B), (A,C), (A,D), (B,A), (B,C), (B,D), (C,A), (C,B), (C,D), (D,A), (D,B), (D,C) as well as (A,A), (B,B), (C,C), (D,D).  Some examples -\n",
        "\n",
        "\n",
        "*   (A,C) - path A,B,C or path A,C\n",
        "*   (B,D) - path B,C,D or path B,C,D,C,A,C,D (not simple)\n",
        "\n",
        "\n",
        "Hence, this graph is **connected** - that is, there is atleast one path between any two vertices.\n",
        "\n",
        "> **Simple paths** are paths with all *distinct* vertices.\n",
        "\n",
        "\n",
        "\n",
        "![Screenshot 2026-02-23 144357.png](data:image/png;base64,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)\n",
        "\n",
        "In this graph, however, since there is no path between (A,D), the graph is **not connected**."
      ],
      "metadata": {
        "id": "wK-E4OtxN1f_"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Establishing connectivity in (Undirected) graphs\n",
        "\n",
        "Given a graph $G$, how can we decide if it is connected?\n",
        "\n",
        "Before we get to that, let us consider the problem of solving a maze.\n",
        "\n",
        "Maze resource -\n",
        "\n",
        "https://medium.com/swlh/solving-mazes-with-depth-first-search-e315771317ae\n",
        "\n",
        "![Screenshot 2026-10-05 at 1.33.16 PM.png](data:image/png;base64,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)\n",
        "\n",
        "As you try to solve the maze, answer the following questions-\n",
        "\n",
        "\n",
        "*   When is it the case that the maze has a \"solution\"? When does it not?\n",
        "*   How do you go about finding a path from the start to the end?\n",
        "*   When do you decide against following a path?\n",
        "*   How do you retract from such paths and move forward along a different path?\n",
        "*   What information do you need to be able to execute such moves?\n",
        "\n",
        "\n",
        "\n"
      ],
      "metadata": {
        "id": "dgb80cwMQVqZ"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Depth First Search\n",
        "\n",
        "Given a graph $G$, one search strategy is to explore the graph in a depth first manner - going along a path as deep as possible before exploring other paths.\n",
        "\n",
        "This search algorithm is called Depth First Search."
      ],
      "metadata": {
        "id": "o8yxCSYAWD1z"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "\n",
        "DFS visualization resource -\n",
        "https://www.cs.usfca.edu/~galles/visualization/DFS.html"
      ],
      "metadata": {
        "id": "u46yGgq4Vf8O"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Exploring graph in a depth first manner\n",
        "\n",
        "# Input - Graph G, \"start vertex\" s\n",
        "\n",
        "# Output - A list of all vertices reachable from s, A list of all parent vertices\n",
        "\n",
        "# Strategy - start from s, explore paths to their deep ends before tracking back and exploring other paths"
      ],
      "metadata": {
        "id": "rHy1Rpf0WZPW"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# DFS code for adjacency lists\n",
        "\n",
        "#defining graph G\n",
        "\n",
        "G = [[2,4,7],[3,5,6,7],[0],[1,5],[0,6],[1,3,7],[1,4],[0,1,5]]\n",
        "\n",
        "visited = [False]*len(G)\n",
        "parent = [None]*len(G)\n",
        "\n",
        "#code for dfs on graph G\n",
        "\n",
        "def dfs(G):\n",
        "\n",
        "#initializing the visited list to false for all vertices\n",
        "  for i in range(len(G)):\n",
        "    visited[i] = False\n",
        "\n",
        "#exploring vertices if they are not already visited\n",
        "  for v in range(len(G)):\n",
        "    if(visited[v] == False):\n",
        "      explore(G,v)\n",
        "  return\n",
        "\n",
        "#explore function that explores G starting from vertex v\n",
        "\n",
        "def explore(G,v):\n",
        "  #setting visited value for v to be true in order to prevent processing explore(G,v) again\n",
        "  visited[v]=True\n",
        "\n",
        "  #for each edge (v,u) in G, calling explore(G,u) if u is not already visited\n",
        "  for u in G[v]:\n",
        "  #setting parent of u to be v since explore(G,u) was called by explore(G,v) and recursive call to explore G through vertex u\n",
        "    if(visited[u]==False):\n",
        "      parent[u] = v\n",
        "      explore(G,u)\n",
        "  return\n",
        "\n",
        "dfs(G)"
      ],
      "metadata": {
        "id": "aqOD928EOSNw"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}