题目:leetcode
Course Schedule
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There are a total of n courses you have to take, labeled from 0 to n - 1.
Some courses may have prerequisites, for example to take course 0 you have to first take course 1, which is expressed as a pair: [0,1]
Given the total number of courses and a list of prerequisite pairs, is it possible for you to finish all courses?
For example:
2, [[1,0]]
There are a total of 2 courses to take. To take course 1 you should have finished course 0. So it is possible.
2, [[1,0],[0,1]]
There are a total of 2 courses to take. To take course 1 you should have finished course 0, and to take course 0 you should also have finished course 1. So it is impossible.
分析:
本题目可转化为 “判断有向图中是否有环”。
1、把数组prerequisites中的内容放进哈希表table,table的key是课程编号,value是一个数组,记录了key代表的课程的约束条件(即上完value中的课程,才能上key的课程)。如果每一门课程当成平面上的一个点,那么key和value中的每一门课程,可以分别连成一条有向路径。
2、利用回溯法,如果没有环,则把相应的“路径”删除,直到把有向图删光。若有环,则整个程序返回false。
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class Solution {
public:
bool canFinish(int numCourses, vector
>& prerequisites) {
if(prerequisites.size()<=1)
return true;
unordered_map
> table; for(auto &i:prerequisites) { table[i[0]].push_back(i[1]); } vector
path; while(!table.empty()) { auto it=table.begin(); path.push_back(it->first); if(HasLoop(table,it->first,path)) return false; path.pop_back(); } return true; } //判断是否有环,有环
的话返回真,否则返回假 bool HasLoop( unordered_map
> &table,const int &begin,vector
&path) { if(table.count(begin)==0) return false; while(!table[begin].empty()) { int temp=table[begin].back(); if(find(path.begin(),path.end(),temp)!=path.end()) return true; path.push_back(temp); if(HasLoop(table,temp,path)) return true; path.pop_back(); table[begin].pop_back(); } table.erase(begin); return false; } };
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