c语言可以说是一门让人既爱又恨的语言，其效率是众所周知的，但其出现的bug也是大名鼎鼎。对于高手来说，它是多么优雅，可是对门外汉而言，可以掐着指头一年一年数着啥时候能入门。或许很多人不同意这句话，可在愚钝的我身上是适得其所。最近学习c语言，通过实现一些数据结构练手，为一些bug恼火过，也为解决一些bug而拍案而起。没怎么写过博客，写得不好敬请大家谅解。下面分享一下哈夫曼编码过程。最后附上代码。
首先声明代码有bug，当输入的字符串只含一种字符时发生异常。本来想修正这个问题的，但这两天写累了，想歇歇。如果有高手其中不足，小的不胜感激。废话不多说，步入正题吧。
哈夫曼编码思路比较明了，就是每次根据最小的两个节点（每次找到最小权值节点时都要马上删掉该节点）生成新的根节点，根节点的权重是这两个节点权重之和，然后把新生成的根节点放进节点堆里，待下一轮筛选选择最小值，直到节点堆里只剩下一个节点，也就是哈夫曼树的树根啦。我的实现思路是，为输入的每一种字符统计其出现的次数作为权重做成链表，然后根据链表生成哈夫曼树，接着根据构造好的哈夫曼树进行编码。到这里就可以设计数据结构了，数据结构设计如下：
typedef struct tNode {
char ch;
int weight;
struct tNode *left;//左孩子
struct tNode *right;//右孩子
} tnode;
typedef struct cNode {
char ch;
int count;
struct cNode *next;
tnode *tree;//指向当前节点的左子树的跟节点
} clist;
typedef struct endeNode {
char ch;
char code[20];
struct endeNode *next;
} codelist;
接下来一步就是对输入字符进行统计，构建单链表：
/**************************************************
Description:将字符添加进链表里（出现相同字符则不用新建节点，仅仅更改该字符出现的次数即可）
**************************************************/
void
pull_in_list(char in_string[])
{
int i;
clist **link;
clist *current;
clist *new_node;
char ch;
int exist;//判断字符是否已经存在，0表示不存在，1表示存在
char_count = strlen(in_string);
for(i = 0; (ch = in_string[i]) != '\0'; i += 1)
{
char_mount += 1;
exist = 0;
link = &clistp;
while((current = *link) != NULL)
{
link = ¤t->next;
if(current->ch == ch)
{
current->count += 1;
exist = 1;
continue;
}
}
//in_string += 1;
if(exist == 1)
{
continue;
}
new_node = (clist *)malloc(sizeof(clist));
assert(new_node != NULL);
new_node->ch = ch;
new_node->count = 1;
new_node->next = NULL;
new_node->tree = NULL;
*link = new_node;
}
current = clistp;
char_num = count_rest_list();
printf("各个字符出现的次数为：\n");
while(current != NULL)
{
printf("%c: %d 次\t", current->ch, current->count);
current = current->next;
}
printf("\n");
}
好了，既然链表已经创建完成，是时候构建哈夫曼树了：
/**************************************************
Description:构建哈夫曼树
**************************************************/
void
create_huffman_tree()
{
int min1;//链表最小值
int min2;//链表次小值
clist *current;//指向链表节点的指针
clist *pre;//最小节点的前一节点
clist *min1_l;
clist *min2_l;
clist **link;
clist *temp_pre;
clist *new_lnode;
tnode *new_tnode;
tnode *left;
tnode *right;
while(count_rest_list() >= 2)
{
current = clistp;
min1 = clistp->count;
min1_l = clistp;
while(current != NULL)
{
if(min1 > current->count)
{
min1 = current->count;
temp_pre = pre;
min1_l = pre->next;
}
pre = current;
current = current->next;
}
//删除最小值节点
if(min1_l == clistp)
{
clistp = min1_l->next;
}
else
{
temp_pre->next = min1_l->next;
}
current = clistp;
min2 = clistp->count;
min2_l = clistp;
while(current != NULL)
{
if(min2 > current->count)
{
min2 = current->count;
temp_pre = pre;
min2_l = pre->next;
}
pre = current;
current = current->next;
}
//删除次小值节点
if(min2_l == clistp)
{
clistp = min2_l->next;
}
else
{
temp_pre->next = min2_l->next;
}
//左子树
if(min1_l->tree == NULL)
{
left = (tnode *)malloc(sizeof(tnode));
assert(left != NULL);
left->ch = min1_l->ch;
left->left = NULL;
left->right = NULL;
left->weight = min1_l->count;
}
else
{
left = min1_l->tree;
}
//右子树
if(min2_l->tree == NULL)
{
right = (tnode *)malloc(sizeof(tnode));
assert(right != NULL);
right->ch = min2_l->ch;
right->left = NULL;
right->right = NULL;
right->weight = min2_l->count;
}
else
{
right = min2_l->tree;
}
//生成新的树根节点
new_tnode = (tnode *)malloc(sizeof(tnode));
assert(new_tnode != NULL);
new_tnode->ch = ' ';
new_tnode->left = left;
new_tnode->right = right;
new_tnode->weight = left->weight + right->weight;
//生成新的链表节点
new_lnode = (clist *)malloc(sizeof(clist));
assert(new_lnode != NULL);
new_lnode->ch = new_tnode->ch;
new_lnode->count = new_tnode->weight;
new_lnode->next = NULL;
new_lnode->tree = new_tnode;
//将新生成的链表节点添加到链表中
link = &clistp;
while((current = *link) != NULL)
{
link = ¤t->next;
}
*link = new_lnode;
free(min1_l);
free(min2_l);
}
huff_tree = new_tnode;
}
万事俱备，只欠东风啦，最后一部当然是根据哈夫曼树进行哈夫曼编码了：
/**************************************************
Description:实现哈夫曼编码(递归遍历树)
**************************************************/
void
encoding(tnode *bt)
{
codelist *new_node;
codelist *current;
codelist **link;
if(bt->left == NULL && bt->right == NULL)
{
int i;
new_node = (codelist *)malloc(sizeof(codelist));
assert(new_node != NULL);
new_node->ch = bt->ch;
for(i = 0; i < strlen(stack); i += 1)
{
new_node->code[i] = stack[i];
}
new_node->code[i] = '\0';
new_node ->next = NULL;
//将新生成的编码节点添加进链表中
link = &head;
while((current = *link) != NULL)
{
link = ¤t->next;
}
*link = new_node;
//init_stack();
}
else
{
if(bt->left != NULL)
{
stack[++top] = '0';
encoding(bt->left);
stack[top] = '\0';
top -= 1;
}
if(bt->right != NULL)
{
stack[++top] = '1';
encoding(bt->right);
stack[top] = '\0';
top -= 1;
}
}
}
刚接触时间不长，很多问题都欠缺考虑，欢迎各位大神指正，谢谢
本文为原创文章，转载请注明出处！
admin：支持一下，感谢分享！，+10，