{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c7b096a5",
   "metadata": {},
   "outputs": [],
   "source": [
    "def BFS(G,s):\n",
    "    '''\n",
    "    Entree: graphe G en dict de listes d'adj, s sommet\n",
    "    Parcourt G en largeur, affiche les sommets parcourus\n",
    "    '''\n",
    "    n = len(G)\n",
    "    a_parcourir = [s]\n",
    "    vu = [0 for i in range(n)]\n",
    "    vu[s] = 1\n",
    "    \n",
    "    while a_parcourir:\n",
    "        sommet = a_parcourir.pop(0)\n",
    "        for u in G[sommet]:\n",
    "            if not vu[u]:\n",
    "                a_parcourir.append(u)\n",
    "                vu[u] = 1\n",
    "        print(f\"parcouru {sommet}, a parcourir: {a_parcourir}\")"
   ]
  },
  {
   "attachments": {
    "directed-2.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "aa054540",
   "metadata": {},
   "source": [
    "Graphe G non dirigé\n",
    "<div>\n",
    "<img src=\"attachment:undirected.png\" width=\"400\"/>\n",
    "</div>\n",
    "\n",
    "Graphe H dirigé\n",
    "<div>\n",
    "<img src=\"attachment:directed-2.png\" width=\"400\"/>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "2d410750",
   "metadata": {},
   "outputs": [],
   "source": [
    "G = {0:[1,2,3], 1:[0,2], 2:[0, 1, 4], 3:[0], 4:[2, 5, 6], 5:[4,6], 6:[4,5], 7:[8], 8:[7]}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "315574fa",
   "metadata": {},
   "outputs": [],
   "source": [
    "H = {0:[2,3], 1:[0], 2:[1,4], 3:[], 4:[6], 5:[4,6], 6:[], 7:[], 8:[7]}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ed455f2f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "da408f47",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": 5
}
