{"componentChunkName":"component---src-templates-blog-post-js","path":"/Algorithm/BOJ-11779-Python/","result":{"data":{"site":{"siteMetadata":{"title":"hyesungoh","author":"hyesungoh","siteUrl":"https://www.hyesungoh.xyz","comment":{"disqusShortName":"","utterances":"hyesungoh/blog"},"sponsor":{"buyMeACoffeeId":""}}},"markdownRemark":{"id":"d700be9d-dc09-5fe7-8c4e-7b9c8e963e84","excerpt":"n개의 도시, m개의 버스가 있다. 버스는 출발, 도착, 비용을 갖는다. 시작 도시와 도착 도시가 주어질 때, 최소 비용으로 이동했을 시 총 비용, 경로에 포함돼 있는 도시의 수, 경로를 방문하는 도시를 순서대로 출력하는 문제. 힙 자료구조를 이용한 다익스트라 방법을 이용하여 최소 비용을 구함과 동시에 방문지를 저장할 배열을 이용하여 초기화, 지금까지 방문했던 곳 추가, 다음 도시 추가 연산을 통해 풀었다.","html":"<p>n개의 도시, m개의 버스가 있다. 버스는 출발, 도착, 비용을 갖는다. 시작 도시와 도착 도시가 주어질 때, 최소 비용으로 이동했을 시 총 비용, 경로에 포함돼 있는 도시의 수, 경로를 방문하는 도시를 순서대로 출력하는 문제. 힙 자료구조를 이용한 다익스트라 방법을 이용하여 최소 비용을 구함과 동시에 방문지를 저장할 배열을 이용하여 초기화, 지금까지 방문했던 곳 추가, 다음 도시 추가 연산을 통해 풀었다.</p>\n<div class=\"gatsby-highlight\" data-language=\"python\"><pre class=\"language-python\"><code class=\"language-python\"><span class=\"token keyword\">import</span> heapq\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\">solve</span><span class=\"token punctuation\">(</span>n<span class=\"token punctuation\">,</span> graph<span class=\"token punctuation\">,</span> S<span class=\"token punctuation\">,</span> E<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    visited <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    q <span class=\"token operator\">=</span> <span class=\"token punctuation\">[</span><span class=\"token punctuation\">]</span>\n\n    <span class=\"token comment\"># cost, current position, visited position</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> S<span class=\"token punctuation\">]</span><span class=\"token punctuation\">)</span>\n    dist<span class=\"token punctuation\">[</span>S<span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> <span class=\"token number\">0</span>\n    visited<span class=\"token punctuation\">[</span>S<span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> <span class=\"token punctuation\">[</span>S<span class=\"token punctuation\">]</span>\n\n    <span class=\"token keyword\">while</span> q<span class=\"token punctuation\">:</span>\n        cost<span class=\"token punctuation\">,</span> now <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 keyword\">if</span> cost <span class=\"token operator\">></span> dist<span class=\"token punctuation\">[</span>now<span class=\"token punctuation\">]</span><span class=\"token punctuation\">:</span>\n            <span class=\"token keyword\">continue</span>\n\n        <span class=\"token keyword\">for</span> np<span class=\"token punctuation\">,</span> tc <span class=\"token keyword\">in</span> graph<span class=\"token punctuation\">[</span>now<span class=\"token punctuation\">]</span><span class=\"token punctuation\">:</span>\n            nc <span class=\"token operator\">=</span> cost <span class=\"token operator\">+</span> tc\n            <span class=\"token keyword\">if</span> nc <span class=\"token operator\">&lt;</span> dist<span class=\"token punctuation\">[</span>np<span class=\"token punctuation\">]</span><span class=\"token punctuation\">:</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>nc<span class=\"token punctuation\">,</span> np<span class=\"token punctuation\">]</span><span class=\"token punctuation\">)</span>\n                dist<span class=\"token punctuation\">[</span>np<span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> nc\n\n                visited<span class=\"token punctuation\">[</span>np<span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> <span class=\"token punctuation\">[</span><span class=\"token punctuation\">]</span>\n                <span class=\"token keyword\">for</span> v <span class=\"token keyword\">in</span> visited<span class=\"token punctuation\">[</span>now<span class=\"token punctuation\">]</span><span class=\"token punctuation\">:</span>\n                    visited<span class=\"token punctuation\">[</span>np<span class=\"token punctuation\">]</span><span class=\"token punctuation\">.</span>append<span class=\"token punctuation\">(</span>v<span class=\"token punctuation\">)</span>\n                visited<span class=\"token punctuation\">[</span>np<span class=\"token punctuation\">]</span><span class=\"token punctuation\">.</span>append<span class=\"token punctuation\">(</span>np<span class=\"token punctuation\">)</span>\n\n    <span class=\"token keyword\">return</span> dist<span class=\"token punctuation\">[</span>E<span class=\"token punctuation\">]</span><span class=\"token punctuation\">,</span> visited<span class=\"token punctuation\">[</span>E<span class=\"token punctuation\">]</span>\n\nn <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>\nm <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>\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>n<span class=\"token operator\">+</span><span class=\"token number\">1</span><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>m<span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n    s<span class=\"token punctuation\">,</span> e<span class=\"token punctuation\">,</span> c <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> c<span class=\"token punctuation\">]</span><span class=\"token punctuation\">)</span>\n\nS<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\nd<span class=\"token punctuation\">,</span> v <span class=\"token operator\">=</span> solve<span class=\"token punctuation\">(</span>n<span class=\"token punctuation\">,</span> graph<span class=\"token punctuation\">,</span> S<span class=\"token punctuation\">,</span> E<span class=\"token punctuation\">)</span>\n<span class=\"token keyword\">print</span><span class=\"token punctuation\">(</span>d<span class=\"token punctuation\">)</span>\n<span class=\"token keyword\">print</span><span class=\"token punctuation\">(</span><span class=\"token builtin\">len</span><span class=\"token punctuation\">(</span>v<span class=\"token punctuation\">)</span><span class=\"token punctuation\">)</span>\n<span class=\"token keyword\">print</span><span class=\"token punctuation\">(</span><span class=\"token operator\">*</span>v<span class=\"token punctuation\">)</span></code></pre></div>","frontmatter":{"title":"BOJ-11779 - Python","date":"January 21, 2021"}}},"pageContext":{"slug":"/Algorithm/BOJ-11779-Python/","previous":{"fields":{"slug":"/Algorithm/BOJ-1854-Python/"},"frontmatter":{"title":"BOJ-1854 - Python","category":"Algorithm","draft":false}},"next":{"fields":{"slug":"/Algorithm/BOJ-10999-Python/"},"frontmatter":{"title":"BOJ-10999 - Python","category":"Algorithm","draft":false}}}},"staticQueryHashes":["3128451518","3290666882"]}