05-树9 Huffman Codes (30 分)

时间:2023-03-10 04:58:01
05-树9 Huffman Codes (30 分)

In 1953, David A. Huffman published his paper "A Method for the Construction of Minimum-Redundancy Codes", and hence printed his name in the history of computer science. As a professor who gives the final exam problem on Huffman codes, I am encountering a big problem: the Huffman codes are NOT unique. For example, given a string "aaaxuaxz", we can observe that the frequencies of the characters 'a', 'x', 'u' and 'z' are 4, 2, 1 and 1, respectively. We may either encode the symbols as {'a'=0, 'x'=10, 'u'=110, 'z'=111}, or in another way as {'a'=1, 'x'=01, 'u'=001, 'z'=000}, both compress the string into 14 bits. Another set of code can be given as {'a'=0, 'x'=11, 'u'=100, 'z'=101}, but {'a'=0, 'x'=01, 'u'=011, 'z'=001} is NOT correct since "aaaxuaxz" and "aazuaxax" can both be decoded from the code 00001011001001. The students are submitting all kinds of codes, and I need a computer program to help me determine which ones are correct and which ones are not.

Input Specification:

Each input file contains one test case. For each case, the first line gives an integer N (2), then followed by a line that contains all the N distinct characters and their frequencies in the following format:

c[1] f[1] c[2] f[2] ... c[N] f[N]

where c[i] is a character chosen from {'0' - '9', 'a' - 'z', 'A' - 'Z', '_'}, and f[i] is the frequency of c[i] and is an integer no more than 1000. The next line gives a positive integer M (≤), then followed by M student submissions. Each student submission consists of N lines, each in the format:

c[i] code[i]

where c[i] is the i-th character and code[i] is an non-empty string of no more than 63 '0's and '1's.

Output Specification:

For each test case, print in each line either "Yes" if the student's submission is correct, or "No" if not.

Note: The optimal solution is not necessarily generated by Huffman algorithm. Any prefix code with code length being optimal is considered correct.

Sample Input:

7
A 1 B 1 C 1 D 3 E 3 F 6 G 6
4
A 00000
B 00001
C 0001
D 001
E 01
F 10
G 11
A 01010
B 01011
C 0100
D 011
E 10
F 11
G 00
A 000
B 001
C 010
D 011
E 100
F 101
G 110
A 00000
B 00001
C 0001
D 001
E 00
F 10
G 11

Sample Output:

Yes
Yes
No
No
#include<iostream>
#include<cstring>
using namespace std;
const int maxn = ; int n,m;
int wgh;
int cnt1,cnt2;
int w[maxn];
char ch[maxn];
int codelen; typedef struct TreeNode* Tree;
struct TreeNode{
int weight;
Tree Left,Right;
};
typedef struct HeapNode* Heap;
struct HeapNode{
TreeNode Data[maxn];
int size;
}; Tree creatTree();
Heap creatHeap();
void Insert(Heap H,TreeNode T);
Tree Delete(Heap H);
Tree Huffman(Heap H);
int WPL(Tree T,int depth);
void JudgeTree(Tree T);
bool Judge(); int main(){
cin >> n; Tree T = creatTree();
Heap H = creatHeap(); for(int i = ; i < n; i++){
getchar();
cin >> ch[i] >> w[i];
H->Data[H->size].Left = H->Data[H->size].Right = NULL;
T->weight = w[i];
Insert(H,*T);
} T = Huffman(H); codelen = WPL(T,);
cin >> m;
while(m--){
if(Judge()) printf("Yes\n");
else printf("No\n");
} return ;
} Tree creatTree(){
Tree T = new TreeNode;
T->weight = ;
T->Left = T->Right = NULL;
return T;
} Heap creatHeap(){
Heap H = new HeapNode;
H->Data[].weight = -;
H->size = ;
return H;
} void Insert(Heap H,TreeNode T){
int i = ++H->size;
for(;T.weight < H->Data[i/].weight; i /= )
H->Data[i] = H->Data[i/];
H->Data[i] = T;
} Tree Huffman(Heap H){
Tree T = creatTree();
while(H->size != ){
T->Left = Delete(H);
T->Right = Delete(H);
T->weight = T->Left->weight + T->Right->weight;
Insert(H,*T);
}
T = Delete(H);
return T;
} Tree Delete(Heap H){
int child,parent;
TreeNode temp = H->Data[H->size--];
Tree T = creatTree();
*T = H->Data[];
for(parent = ; * parent <= H->size; parent = child){
child = parent * ;
if(child < H->size && H->Data[child+].weight < H->Data[child].weight)
child++;
if(H->Data[child].weight > temp.weight) break;
H->Data[parent] = H->Data[child];
}
H->Data[parent] = temp;
return T;
} int WPL(Tree T,int depth){
if(!T->Left && ! T->Right) return (depth*T->weight);
else return WPL(T->Left,depth+) + WPL(T->Right,depth+);
} bool Judge(){
char s1[maxn],s2[maxn];
bool flag = true;
Tree T = creatTree();
Tree pt = NULL;
for(int i = ; i < n; i++){
cin >> s1 >> s2;
if(strlen(s2) > n) return ;
int j;
for(j = ; s1[] != ch[j];j++);
wgh = w[j];
pt = T;
for(j = ; s2[j]; j++){
if(s2[j] == ''){
if(!pt->Left) pt->Left = creatTree();
pt = pt->Left;
}
if(s2[j] == ''){
if(!pt->Right) pt->Right = creatTree();
pt = pt->Right;
}
if(pt->weight) flag = false;
if(!s2[j+]){
if(pt->Left || pt->Right) flag = false;
else pt->weight = wgh;
}
}
}
if(!flag) return ;
cnt1 = cnt2 = ;
JudgeTree(T);
if(cnt1 != cnt2 + ) return ;
if(codelen == WPL(T,)) return ;
else return ;
} void JudgeTree(Tree T){
if(T){
if(T->Right&&T->Left) cnt2++;
else if(!T->Right && !T->Left) cnt1++;
else cnt1 = ;
JudgeTree(T->Left);
JudgeTree(T->Right);
}
}