{"componentChunkName":"component---src-templates-blog-post-js","path":"/Algorithm/BOJ-1865-Python/","result":{"data":{"site":{"siteMetadata":{"title":"hyesungoh","author":"hyesungoh","siteUrl":"https://www.hyesungoh.xyz","comment":{"disqusShortName":"","utterances":"hyesungoh/blog"},"sponsor":{"buyMeACoffeeId":""}}},"markdownRemark":{"id":"af3754df-c94d-5a6b-9788-fd2121f4b819","excerpt":"도로는 방향이 없는 양의 가중치를 갖는 간선이며 웜홀은 방향이 있는 음의 가중치를 갖는 간선일 때, 다시 시작점으로 왔을 때 음의 값을 갖을 수 있는지, 즉 negative cycle이 존재하는 지 출력하는 문제. 첫풀이는 기존에 사용하던 다익스트라 방법을 이용하여 현재 정점이 출발 정점이며 값이 음수일 때 return, 정점의 수만큼 함수를 실행하여 풀었으나 시간초과 결과를 받게 되었다. 두번째 풀이는 정점의 수 _ (정점의 수…","html":"<p>도로는 방향이 없는 양의 가중치를 갖는 간선이며 웜홀은 방향이 있는 음의 가중치를 갖는 간선일 때, 다시 시작점으로 왔을 때 음의 값을 갖을 수 있는지, 즉 negative cycle이 존재하는 지 출력하는 문제. 첫풀이는 기존에 사용하던 다익스트라 방법을 이용하여 현재 정점이 출발 정점이며 값이 음수일 때 return, 정점의 수만큼 함수를 실행하여 풀었으나 시간초과 결과를 받게 되었다. 두번째 풀이는 정점의 수 _ (정점의 수 _ 모든 간선)을 수행하며 반복되는 정점이 마지막 정점이며 값이 갱신될 때를 확인하여 풀었다.</p>\n<div class=\"gatsby-highlight\" data-language=\"python\"><pre class=\"language-python\"><code class=\"language-python\"><span class=\"token comment\"># 1865</span>\n<span class=\"token comment\"># import heapq</span>\n<span class=\"token comment\"># import sys</span>\n<span class=\"token comment\"># INF = sys.maxsize</span>\n<span class=\"token comment\"># input = sys.stdin.readline</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\"># def dijkstra(start):</span>\n<span class=\"token comment\">#     q = []</span>\n<span class=\"token comment\">#     heapq.heappush(q, [0, start])</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\">#     dist = [INF for _ in range(n+1)]</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\">#     while q:</span>\n<span class=\"token comment\">#         weight, here = heapq.heappop(q)</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\">#         if here == start and weight &lt; 0:</span>\n<span class=\"token comment\">#             dist[start] = -1</span>\n<span class=\"token comment\">#             return dist</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\">#         for there, w in road[here]:</span>\n<span class=\"token comment\">#             next_weight = w + weight</span>\n<span class=\"token comment\">#             if dist[there] > next_weight:</span>\n<span class=\"token comment\">#                 dist[there] = next_weight</span>\n<span class=\"token comment\">#                 heapq.heappush(q, [next_weight, there])</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\">#         for there, w in worm[here]:</span>\n<span class=\"token comment\">#             next_weight = (-1 * w) + weight</span>\n<span class=\"token comment\">#             if dist[there] > next_weight:</span>\n<span class=\"token comment\">#                 dist[there] = next_weight</span>\n<span class=\"token comment\">#                 heapq.heappush(q, [next_weight, there])</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\"># for _ in range(int(input())):</span>\n<span class=\"token comment\">#     # n = 지점 수, m = 도로 수, w = 웜홀 수</span>\n<span class=\"token comment\">#     # 도로는 쌍방향</span>\n<span class=\"token comment\">#     # 웜홀은 방향 존재</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\">#     n, m, w = map(int, input().split())</span>\n<span class=\"token comment\">#     road = [[] for _ in range(n+1)]</span>\n<span class=\"token comment\">#     worm = [[] for _ in range(n+1)]</span>\n<span class=\"token comment\">#     for _ in range(m):</span>\n<span class=\"token comment\">#         s, e, t = map(int, input().split())</span>\n<span class=\"token comment\">#         road[s].append([e, t])</span>\n<span class=\"token comment\">#         road[e].append([s, t])</span>\n<span class=\"token comment\">#     for _ in range(w):</span>\n<span class=\"token comment\">#         s, e, t = map(int, input().split())</span>\n<span class=\"token comment\">#         worm[s].append([e, t])</span>\n<span class=\"token comment\">#</span>\n<span class=\"token comment\">#     for i in range(1, n+1):</span>\n<span class=\"token comment\">#         if dijkstra(i)[i] == -1:</span>\n<span class=\"token comment\">#             print(\"YES\")</span>\n<span class=\"token comment\">#             break</span>\n<span class=\"token comment\">#         if i == n:</span>\n<span class=\"token comment\">#             print(\"NO\")</span>\n\n\n<span class=\"token keyword\">import</span> sys\nINF <span class=\"token operator\">=</span> sys<span class=\"token punctuation\">.</span>maxsize\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\n\n<span class=\"token keyword\">def</span> <span class=\"token function\">belman</span><span class=\"token punctuation\">(</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</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>n<span class=\"token operator\">+</span><span class=\"token number\">1</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">]</span>\n    dist<span class=\"token punctuation\">[</span><span class=\"token number\">1</span><span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> <span class=\"token number\">0</span>\n\n    <span class=\"token keyword\">for</span> compare_with_n <span class=\"token keyword\">in</span> <span class=\"token builtin\">range</span><span class=\"token punctuation\">(</span><span class=\"token number\">1</span><span class=\"token punctuation\">,</span> n<span class=\"token operator\">+</span><span class=\"token number\">1</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n        <span class=\"token keyword\">for</span> here <span class=\"token keyword\">in</span> <span class=\"token builtin\">range</span><span class=\"token punctuation\">(</span><span class=\"token number\">1</span><span class=\"token punctuation\">,</span> n<span class=\"token operator\">+</span><span class=\"token number\">1</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n            <span class=\"token keyword\">for</span> there<span class=\"token punctuation\">,</span> weight <span class=\"token keyword\">in</span> graph<span class=\"token punctuation\">[</span>here<span class=\"token punctuation\">]</span><span class=\"token punctuation\">:</span>\n                next_weight <span class=\"token operator\">=</span> weight <span class=\"token operator\">+</span> dist<span class=\"token punctuation\">[</span>here<span class=\"token punctuation\">]</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_weight<span class=\"token punctuation\">:</span>\n                    dist<span class=\"token punctuation\">[</span>there<span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> next_weight\n                    <span class=\"token keyword\">if</span> compare_with_n <span class=\"token operator\">==</span> n<span class=\"token punctuation\">:</span>\n                        <span class=\"token keyword\">return</span> <span class=\"token string\">\"YES\"</span>\n    <span class=\"token keyword\">return</span> <span class=\"token string\">\"NO\"</span>\n\n<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\">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><span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n    n<span class=\"token punctuation\">,</span> m<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    graph <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>n<span class=\"token operator\">+</span><span class=\"token number\">1</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>m<span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n        s<span class=\"token punctuation\">,</span> e<span class=\"token punctuation\">,</span> t <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        graph<span class=\"token punctuation\">[</span>s<span class=\"token punctuation\">]</span><span class=\"token punctuation\">.</span>append<span class=\"token punctuation\">(</span><span class=\"token punctuation\">[</span>e<span class=\"token punctuation\">,</span> t<span class=\"token punctuation\">]</span><span class=\"token punctuation\">)</span>\n        graph<span class=\"token punctuation\">[</span>e<span class=\"token punctuation\">]</span><span class=\"token punctuation\">.</span>append<span class=\"token punctuation\">(</span><span class=\"token punctuation\">[</span>s<span class=\"token punctuation\">,</span> t<span class=\"token punctuation\">]</span><span class=\"token punctuation\">)</span>\n\n    <span class=\"token keyword\">for</span> _ <span class=\"token keyword\">in</span> <span class=\"token builtin\">range</span><span class=\"token punctuation\">(</span>w<span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n        s<span class=\"token punctuation\">,</span> e<span class=\"token punctuation\">,</span> t <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        graph<span class=\"token punctuation\">[</span>s<span class=\"token punctuation\">]</span><span class=\"token punctuation\">.</span>append<span class=\"token punctuation\">(</span><span class=\"token punctuation\">[</span>e<span class=\"token punctuation\">,</span> <span class=\"token operator\">-</span>t<span class=\"token punctuation\">]</span><span class=\"token punctuation\">)</span>\n\n    <span class=\"token keyword\">print</span><span class=\"token punctuation\">(</span>belman<span class=\"token punctuation\">(</span><span class=\"token punctuation\">)</span><span class=\"token punctuation\">)</span></code></pre></div>","frontmatter":{"title":"BOJ-1865 - Python","date":"November 10, 2020"}}},"pageContext":{"slug":"/Algorithm/BOJ-1865-Python/","previous":{"fields":{"slug":"/Algorithm/BOJ-1339-Python/"},"frontmatter":{"title":"BOJ-1339 - Python","category":"Algorithm","draft":false}},"next":{"fields":{"slug":"/Algorithm/BOJ-15666-Python/"},"frontmatter":{"title":"BOJ-15666 - Python","category":"Algorithm","draft":false}}}},"staticQueryHashes":["3128451518","3290666882"]}