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feat: A-star Java Problem
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-3
lines changed

4 files changed

+205
-3
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‎Java Problem (Custom Made)/A-Star/A-Star.ipynb

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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 8,
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"metadata": {},
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"outputs": [],
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"source": [
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"import heapq\n",
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"romania = {}\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"metadata": {},
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"outputs": [],
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"source": [
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"class PriorityQueue:\n",
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" def __init__(self) -> None:\n",
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" self.cities = []\n",
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"\n",
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" def isEmpty(self):\n",
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" if self.cities == []:\n",
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" return True\n",
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" return False\n",
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"\n",
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" def check(self):\n",
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" print(self.cities)\n",
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"\n",
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" def push(self, city, cost):\n",
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" heapq.heappush(self.cities, (cost, city))\n",
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" \n",
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" def pop(self):\n",
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" return heapq.heappop(self.cities)[1]\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"metadata": {},
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"outputs": [],
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"source": [
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"class CityNode:\n",
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" def __init__(self, city, distance) -> None:\n",
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" self.city = str(city)\n",
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" self.distance = str(distance)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 11,
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"metadata": {},
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"outputs": [],
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"source": [
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"def makeDict():\n",
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" file = open(\"Jalan.txt\", 'r')\n",
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" for str in file:\n",
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" delimeter = str.split(',')\n",
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" city1 = delimeter[0]\n",
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" city2 = delimeter[1]\n",
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" dist = delimeter[2]\n",
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" romania.setdefault(city1, []).append(CityNode(city2, dist))\n",
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" romania.setdefault(city2, []).append(CityNode(city1, dist))\n",
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" "
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]
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"metadata": {},
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"outputs": [],
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"source": [
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"def makeHeuristicDict():\n",
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" h = {}\n",
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" file = open(\"HeuristicJalan.txt\", 'r')\n",
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" for str in file:\n",
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" delimeter = str.strip().split(',')\n",
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" node = delimeter[0].strip()\n",
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" sld = int(delimeter[1].strip()) # Jalan lurus\n",
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" h[node] = sld\n",
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" return h\n",
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"\n",
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"def heuristic(node, values):\n",
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" return values[node]\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"metadata": {},
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"outputs": [],
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"source": [
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"def aStar(start, end):\n",
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" path = {}\n",
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" distance = {}\n",
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" q = PriorityQueue()\n",
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" h = makeHeuristicDict()\n",
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"\n",
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" q.push(start, 0)\n",
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" distance[start] = 0\n",
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" path[start] = None\n",
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" expandList = []\n",
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"\n",
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" while q.isEmpty() == False:\n",
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" curr = q.pop()\n",
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" expandList.append(curr)\n",
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"\n",
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" if curr == end:\n",
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" break\n",
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"\n",
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" for new in romania[curr]:\n",
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" graph_cost = distance[curr] + int(new.distance)\n",
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" # print(new.city, new.distance, \"now : \" + str(distance[curr]), graph_cost)\n",
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"\n",
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" if new.city not in distance or graph_cost < distance[new.city]:\n",
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" distance[new.city] = graph_cost\n",
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" f_cost = graph_cost + heuristic(new.city, h)\n",
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" q.push(new.city, f_cost)\n",
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" path[new.city] = curr\n",
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" \n",
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" printOutput(start, end, path, distance, expandList)\n",
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"\n",
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"def printOutput(start, end, path, distance, expandList):\n",
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" finalpath = []\n",
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" i = end\n",
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"\n",
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" while (path.get(i) != None):\n",
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" finalpath.append(i)\n",
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" i = path[i]\n",
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" finalpath.append(start)\n",
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" finalpath.reverse()\n",
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"\n",
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" print(\"Membuat Program A* (A star) sederhana\")\n",
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" print(\"\\tSurabaya => Tulungagung\")\n",
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" print(\"==============================================================================================================\")\n",
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" print(\"Kota yg mungkin dijelajah \\t\\t: \" + str(expandList))\n",
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" print(\"Jumlah kemungkinan kota \\t\\t: \" + str(len(expandList)))\n",
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" print(\"==============================================================================================================\")\n",
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" print(\"Kota yg dilewati dg jarak terpendek\\t: \" + str(finalpath))\n",
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" print(\"Jumlah kota yang dilewati \\t\\t: \" + str(len(finalpath)))\n",
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" print(\"Total Jarak yang ditempuh \\t\\t: \" + str(distance[end]))\n",
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" print(\"==============================================================================================================\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Membuat Program A* (A star) sederhana\n",
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"\tSurabaya => Tulungagung\n",
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"==============================================================================================================\n",
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"Kota yg mungkin dijelajah \t\t: ['Surabaya', 'Gresik', 'Tuban', 'Sidoarjo', 'Malang', 'Krian', 'Kediri', 'Rembang', 'Jombang', 'Ponorogo', 'Klaten', 'Mojokerto', 'Demak', 'Kertosono', 'Demak', 'Madiun', 'Tulungagung']\n",
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"Jumlah kemungkinan kota \t\t: 17\n",
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"==============================================================================================================\n",
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"Kota yg dilewati dg jarak terpendek\t: ['Surabaya', 'Gresik', 'Tuban', 'Mojokerto', 'Kertosono', 'Madiun', 'Tulungagung']\n",
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"Jumlah kota yang dilewati \t\t: 7\n",
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"Total Jarak yang ditempuh \t\t: 520\n",
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"==============================================================================================================\n"
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]
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}
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],
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"source": [
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"def main():\n",
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" src = \"Surabaya\"\n",
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" dst = \"Tulungagung\"\n",
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" makeDict()\n",
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" aStar(src, dst)\n",
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"\n",
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"if __name__ == \"__main__\":\n",
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" main()"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.6"
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},
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"orig_nbformat": 4
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}

‎Java Problem (Custom Made)/A-Star/Jalan.txt

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@@ -10,7 +10,7 @@ Gresik,Tuban, 78
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Tuban,Rembang, 313
1111
Rembang,Demak, 66
1212
Kertosono,Demak, 88
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Kertosno,Madiun, 79
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Kertosono,Madiun, 79
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Madiun,Sragen, 31
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Madiun,Tulungagung, 51
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Madiun,Nganjuk, 233

‎Java Problem (Custom Made)/Greedy-BFS/GreedyBFS.ipynb

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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.0"
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"version": "3.9.6"
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},
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"orig_nbformat": 4
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},

‎Java Problem (Custom Made)/Greedy-BFS/Jalan.txt

+1-1
Original file line numberDiff line numberDiff line change
@@ -10,7 +10,7 @@ Gresik,Tuban, 78
1010
Tuban,Rembang, 313
1111
Rembang,Demak, 66
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Kertosono,Demak, 88
13-
Kertosno,Madiun, 79
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Kertosono,Madiun, 79
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Madiun,Sragen, 31
1515
Madiun,Tulungagung, 51
1616
Madiun,Nganjuk, 233

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