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问题描述: 一个序列seq [],找出一个最长的不严格单调递减的子序列(subseq [i+1] <= subseq [i] ),输出这个子序列的长度
解决1:O(n*n)
令dp [] 数组,dp [i] 表示以seq [i] 为最小元素(也就是子序列中最后一个)的序列的长度,dp []的最大值就是所求结果
伪代码:
int seq[] , dp[]
dp[0] = 1;
for(i = 1; i < seq.size ; i++){
dp[i] = 1;
for(j = 0; j <= i ;j++){
if(seq[j] >= seq[i] && dp[j] +1 > dp[i])
dp[i] = dp[j] +1;
}
}
解决2:O(n*n)如果用二分查找可以达到O(n*lgn)
使用visited[] 记录序列,最后visited[] 的 size 就是结果,这个很神奇!!
以:5 4 6 7 3 4 2 为例看visited[]的变化
i=1 5
i=2 5 4
i=3 5 4
6 4
i=4 6 4
7 4
i=5 7 4 3
i=6 7 4 3
7 4 4
i=7 7 4 4 2 visited.size = 4 -----> subseq.size = 4;
我的理解:visited[] 数组并不是记录了满足题意的子序列,但是怎么理解visited[] 的size 就是子序列的长度?
形象的说就是:邪不压正,最长的一个子序列永远不会被比它短的子序列所覆盖掉。先假想visited[] 中已经保存了最长子序列了,那么在修改中间值时,不会把整条子序列都覆盖掉的,因为它不够长。当然,这个最长的任何时候出现都是可以的,总会比其他的序列来的长。
WA的教训:输出时最后一组数据之后不要输出空行,否则WA,而且怎么想都想不到。
代码1 和 代码2:
//uva 231 Testing the CATCHER
//AC By Warteac
//2013-4-6
//O(N*N)
//runtime:0.020
#include<iostream>
#include<string>
#include<sstream>
#include<vector>
#include<queue>
#include<stack>
#include<algorithm>
#include<climits>
using namespace std;
//
class TestingTheCatcher{
private:vector <int> seq;int maxLength;
public:void initial();bool readCase();void computing();void outResult();
};
void TestingTheCatcher::initial(){seq.clear();maxLength = 0;
}
bool TestingTheCatcher::readCase(){int x;initial();if(cin>>x && x==-1){return false;}else{while(x!=-1){seq.push_back(x);cin>>x;}return true;}
}
void TestingTheCatcher::computing(){vector <int> visited;visited.clear();visited.push_back(1);for(int i = 1; i < seq.size(); i++){visited.push_back(1);for(int j= 0; j <i; j++){if(seq[j] >= seq[i] && visited[j]+1 >visited[i]){visited[i] = visited[j] + 1;}}}for(int i = 0; i<visited.size();i++){if(visited[i]>maxLength)maxLength = visited[i];}
}
void TestingTheCatcher::outResult(){cout<<" maximum possible interceptions: "<<maxLength<<endl;//cout<<endl;
}
/
int main(){TestingTheCatcher tc;int num=0;while(tc.readCase()){num++;tc.computing();if(num>1)cout<<endl;cout<<"Test #"<<num<<":"<<endl;tc.outResult();}return 0;
}
//uva 231 Testing the CATCHER
//AC By Warteac
//2013-4-6
//O(N*N)
//runtime:0.012s
#include<iostream>
#include<string>
#include<sstream>
#include<vector>
#include<queue>
#include<stack>
#include<algorithm>
#include<climits>
using namespace std;
//
class TestingTheCatcher{
private:vector <int> seq;int maxLength;
public:void initial();bool readCase();void computing();void outResult();
};
void TestingTheCatcher::initial(){seq.clear();maxLength = 0;
}
bool TestingTheCatcher::readCase(){int x;initial();if(cin>>x && x==-1){return false;}else{while(x!=-1){seq.push_back(x);cin>>x;}return true;}
}
void TestingTheCatcher::computing(){vector <int> visited;visited.clear();visited.push_back(INT_MAX);int t=0,j=0;for(int i = 0; i < seq.size(); i++){for( j= visited.size()-1; j >= 0; j--){if(seq[i] <= visited[j])break;}t = j+1;if(t >= visited.size()){visited.push_back(seq[i]);}else if(seq[i] > visited[t]){visited[t] = seq[i];}}maxLength = visited.size()-1;
}
void TestingTheCatcher::outResult(){cout<<" maximum possible interceptions: "<<maxLength<<endl;//cout<<endl;
}
/
int main(){TestingTheCatcher tc;int num=0;while(tc.readCase()){num++;tc.computing();if(num>1)cout<<endl;cout<<"Test #"<<num<<":"<<endl;tc.outResult();}return 0;
}
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