{"componentChunkName":"component---src-templates-blog-post-js","path":"/Algorithm/BOJ-1753-Python/","result":{"data":{"site":{"siteMetadata":{"title":"hyesungoh","author":"hyesungoh","siteUrl":"https://www.hyesungoh.xyz","comment":{"disqusShortName":"","utterances":"hyesungoh/blog"},"sponsor":{"buyMeACoffeeId":""}}},"markdownRemark":{"id":"97b47510-0031-5442-a5f0-630288e61f42","excerpt":"정점의 개수 v, 간선의 개수 e, 시작 정점 k를 입력받은 후 각 ‘출발지 도착지 거리’를 u, v, w로 입력받은 후 1부터 v까지 모든 정점을 가는 데 걸리는 최\b단 경로 값을 출력하는 다익스트라 문제. graph출발지 = {도착지: 거리, 도착지1: 거리}와 같이 입력받아 사용하였다. 두 풀이 모두 힙을 사용하여 최소 거리를 먼저 연산하였다. 첫번째 풀이는 큐에 거리, 도착지, 출발지와 같이 넣어 출발지가 시작 노드가 아닐 때 dist…","html":"<p>정점의 개수 v, 간선의 개수 e, 시작 정점 k를 입력받은 후 각 ‘출발지 도착지 거리’를 u, v, w로 입력받은 후 1부터 v까지 모든 정점을 가는 데 걸리는 최\b단 경로 값을 출력하는 다익스트라 문제. graph[출발지] = {도착지: 거리, 도착지1: 거리}와 같이 입력받아 사용하였다. 두 풀이 모두 힙을 사용하여 최소 거리를 먼저 연산하였다. 첫번째 풀이는 큐에 [거리, 도착지, 출발지]와 같이 넣어 출발지가 시작 노드가 아닐 때 dist[출발지] 값과 거리를 계산하여 넣어 풀었으나 시간초과 결과를 받게 되었다. 두번째 풀이는 큐에 넣는 연산을 하는 반복문에서 dist에 값을 할당하여 풀었다. 자세한 풀이는 주석에 설명해 놓았다.</p>\n<div class=\"gatsby-highlight\" data-language=\"python\"><pre class=\"language-python\"><code class=\"language-python\"><span class=\"token comment\"># import heapq</span>\n<span class=\"token comment\"># import sys</span>\n<span class=\"token comment\"># input = sys.stdin.readline</span>\n<span class=\"token comment\"># INF = sys.maxsize</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\"># def dijkstra(k, graph):</span>\n<span class=\"token comment\">#     dist = [INF for _ in range(len(graph))]</span>\n<span class=\"token comment\">#     q = []</span>\n<span class=\"token comment\">#     heapq.heappush(q, [0, k, k])</span>\n<span class=\"token comment\">#     weight = 0</span>\n<span class=\"token comment\">#     while q:</span>\n<span class=\"token comment\">#         weight, here, start = heapq.heappop(q)</span>\n<span class=\"token comment\">#         if start == k:</span>\n<span class=\"token comment\">#             dist[here] = min(dist[here], weight)</span>\n<span class=\"token comment\">#         else:</span>\n<span class=\"token comment\">#             dist[here] = min(dist[here], weight + dist[start])</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\">#         for there, distance in graph[here].items():</span>\n<span class=\"token comment\">#             heapq.heappush(q, [distance, there, here])</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\">#     return dist</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\"># v, e = map(int, input().split())</span>\n<span class=\"token comment\"># graph = [{} for _ in range(v+1)]</span>\n<span class=\"token comment\"># k = int(input())</span>\n<span class=\"token comment\"># for _ in range(e):</span>\n<span class=\"token comment\">#     u, v, w = map(int, input().split())</span>\n<span class=\"token comment\">#     if v in graph[u]:</span>\n<span class=\"token comment\">#         graph[u][v] = min(w, graph[u][v])</span>\n<span class=\"token comment\">#     else:</span>\n<span class=\"token comment\">#         graph[u][v] = w</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\"># dist = dijkstra(k, graph)</span>\n<span class=\"token comment\"># for i in dist[1:]:</span>\n<span class=\"token comment\">#     print(i if i != INF else 'INF')</span>\n\n\n<span class=\"token keyword\">import</span> heapq <span class=\"token comment\"># 거리가 짧은 순으로 계산해야하기 때문에 힙 사용</span>\n<span class=\"token keyword\">import</span> sys\n<span class=\"token builtin\">input</span> <span class=\"token operator\">=</span> sys<span class=\"token punctuation\">.</span>stdin<span class=\"token punctuation\">.</span>readline\nINF <span class=\"token operator\">=</span> sys<span class=\"token punctuation\">.</span>maxsize\n\n<span class=\"token keyword\">def</span> <span class=\"token function\">dijkstra</span><span class=\"token punctuation\">(</span>k<span class=\"token punctuation\">,</span> graph<span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n    <span class=\"token comment\"># 노드의 수 + 1 만큼 최대 크기로 이루어진 거리를 저장할 리스트</span>\n    dist <span class=\"token operator\">=</span> <span class=\"token punctuation\">[</span>INF <span class=\"token keyword\">for</span> _ <span class=\"token keyword\">in</span> <span class=\"token builtin\">range</span><span class=\"token punctuation\">(</span><span class=\"token builtin\">len</span><span class=\"token punctuation\">(</span>graph<span class=\"token punctuation\">)</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">]</span>\n    <span class=\"token comment\"># 시작 노드의 거리는 0으로</span>\n    dist<span class=\"token punctuation\">[</span>k<span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> <span class=\"token number\">0</span>\n\n    q <span class=\"token operator\">=</span> <span class=\"token punctuation\">[</span><span class=\"token punctuation\">]</span>\n    <span class=\"token comment\"># 거리, 행선지 순으로 리스트에 힙 연산으로 push</span>\n    heapq<span class=\"token punctuation\">.</span>heappush<span class=\"token punctuation\">(</span>q<span class=\"token punctuation\">,</span> <span class=\"token punctuation\">[</span><span class=\"token number\">0</span><span class=\"token punctuation\">,</span> k<span class=\"token punctuation\">]</span><span class=\"token punctuation\">)</span>\n    <span class=\"token keyword\">while</span> q<span class=\"token punctuation\">:</span>\n        <span class=\"token comment\"># 거리 weight, 행선지 here을 힙 연산으로 pop</span>\n        weight<span class=\"token punctuation\">,</span> here <span class=\"token operator\">=</span> heapq<span class=\"token punctuation\">.</span>heappop<span class=\"token punctuation\">(</span>q<span class=\"token punctuation\">)</span>\n\n        <span class=\"token comment\"># graph[행선지] = {도착지: 거리} 순으로 저장돼 있음</span>\n        <span class=\"token keyword\">for</span> there<span class=\"token punctuation\">,</span> distance <span class=\"token keyword\">in</span> graph<span class=\"token punctuation\">[</span>here<span class=\"token punctuation\">]</span><span class=\"token punctuation\">.</span>items<span class=\"token punctuation\">(</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n            <span class=\"token comment\"># 다음 간선까지 길이는 현재 길이 + 저장된 거리</span>\n            next_dist <span class=\"token operator\">=</span> distance <span class=\"token operator\">+</span> weight\n\n            <span class=\"token comment\"># 현재 dist에 저장된 거리보다 작을 시</span>\n            <span class=\"token keyword\">if</span> dist<span class=\"token punctuation\">[</span>there<span class=\"token punctuation\">]</span> <span class=\"token operator\">></span> next_dist<span class=\"token punctuation\">:</span>\n                <span class=\"token comment\"># 저장 후 [거리, 행선지]를 리스트에 힙 연산으로 push</span>\n                dist<span class=\"token punctuation\">[</span>there<span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> next_dist\n                heapq<span class=\"token punctuation\">.</span>heappush<span class=\"token punctuation\">(</span>q<span class=\"token punctuation\">,</span> <span class=\"token punctuation\">[</span>next_dist<span class=\"token punctuation\">,</span> there<span class=\"token punctuation\">]</span><span class=\"token punctuation\">)</span>\n\n    <span class=\"token keyword\">return</span> dist\n\n\nv<span class=\"token punctuation\">,</span> e <span class=\"token operator\">=</span> <span class=\"token builtin\">map</span><span class=\"token punctuation\">(</span><span class=\"token builtin\">int</span><span class=\"token punctuation\">,</span> <span class=\"token builtin\">input</span><span class=\"token punctuation\">(</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">.</span>split<span class=\"token punctuation\">(</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">)</span>\n<span class=\"token comment\"># graph[출발지] = {도착지: 거리, 도착지1: 거리1}</span>\ngraph <span class=\"token operator\">=</span> <span class=\"token punctuation\">[</span><span class=\"token punctuation\">{</span><span class=\"token punctuation\">}</span> <span class=\"token keyword\">for</span> _ <span class=\"token keyword\">in</span> <span class=\"token builtin\">range</span><span class=\"token punctuation\">(</span>v<span class=\"token operator\">+</span><span class=\"token number\">1</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">]</span>\nk <span class=\"token operator\">=</span> <span class=\"token builtin\">int</span><span class=\"token punctuation\">(</span><span class=\"token builtin\">input</span><span class=\"token punctuation\">(</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">)</span>\n<span class=\"token keyword\">for</span> _ <span class=\"token keyword\">in</span> <span class=\"token builtin\">range</span><span class=\"token punctuation\">(</span>e<span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n    u<span class=\"token punctuation\">,</span> v<span class=\"token punctuation\">,</span> w <span class=\"token operator\">=</span> <span class=\"token builtin\">map</span><span class=\"token punctuation\">(</span><span class=\"token builtin\">int</span><span class=\"token punctuation\">,</span> <span class=\"token builtin\">input</span><span class=\"token punctuation\">(</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">.</span>split<span class=\"token punctuation\">(</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">)</span>\n    <span class=\"token keyword\">if</span> v <span class=\"token keyword\">in</span> graph<span class=\"token punctuation\">[</span>u<span class=\"token punctuation\">]</span><span class=\"token punctuation\">:</span>\n        graph<span class=\"token punctuation\">[</span>u<span class=\"token punctuation\">]</span><span class=\"token punctuation\">[</span>v<span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> <span class=\"token builtin\">min</span><span class=\"token punctuation\">(</span>w<span class=\"token punctuation\">,</span> graph<span class=\"token punctuation\">[</span>u<span class=\"token punctuation\">]</span><span class=\"token punctuation\">[</span>v<span class=\"token punctuation\">]</span><span class=\"token punctuation\">)</span>\n    <span class=\"token keyword\">else</span><span class=\"token punctuation\">:</span>\n        graph<span class=\"token punctuation\">[</span>u<span class=\"token punctuation\">]</span><span class=\"token punctuation\">[</span>v<span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> w\n\ndist <span class=\"token operator\">=</span> dijkstra<span class=\"token punctuation\">(</span>k<span class=\"token punctuation\">,</span> graph<span class=\"token punctuation\">)</span>\n<span class=\"token keyword\">for</span> i <span class=\"token keyword\">in</span> dist<span class=\"token punctuation\">[</span><span class=\"token number\">1</span><span class=\"token punctuation\">:</span><span class=\"token punctuation\">]</span><span class=\"token punctuation\">:</span>\n    <span class=\"token keyword\">print</span><span class=\"token punctuation\">(</span>i <span class=\"token keyword\">if</span> i <span class=\"token operator\">!=</span> INF <span class=\"token keyword\">else</span> <span class=\"token string\">'INF'</span><span class=\"token punctuation\">)</span></code></pre></div>","frontmatter":{"title":"BOJ-1753 - Python","date":"October 28, 2020"}}},"pageContext":{"slug":"/Algorithm/BOJ-1753-Python/","previous":{"fields":{"slug":"/Algorithm/BOJ-11659-Python/"},"frontmatter":{"title":"BOJ-11659 - Python","category":"Algorithm","draft":false}},"next":{"fields":{"slug":"/Algorithm/BOJ-1446-Python/"},"frontmatter":{"title":"BOJ-1446 - Python","category":"Algorithm","draft":false}}}},"staticQueryHashes":["3128451518","3290666882"]}