红黑树操作

红黑树操作

实验目的

通过插入操作建立一个红黑树,输入为1…n的数,同时将每次插入后的树信息打印出来。

实验原理

红黑树是一棵二叉搜索树,它在每个结点上增加了一个存储位来表示结点的颜色,可以是RED或BLACK。通过对任何一条从根到叶子的简单路径上各个结点的颜色约束,红黑树确保没有一条路径比其他路径长出2倍,因而是近似于平衡的。

树中每个结点有五个属性:color,key,left,right和p;通过添加哨兵(T_nil)对红黑树的边界进行限定。

一棵红黑树是满足下面红黑性质的二叉搜索树:

(1)每个结点或是红色,或是黑色的;

(2)根节点是黑色的;

(3)每个叶节点(NIL)是黑色的;

(4)如果一个结点是红色的,则它的两个子节点都是黑色的;

(5)对每个结点,从该节点到其所有后代叶节点的简单路径上,均包含相同数目的黑色结点;

实验过程

旋转操作:左旋和右旋

LEFT-ROTATE(T, x)

1 y = x.right

2 x.right = y.left

3 if y.left !=T.nil

4     y.left.p = x

5 y.p = x.p

6 if x.p == T.nil

7     T.root = y

8 elseif x ==x.p.left

9     x.p.left = y

10 else x.p.right= y

11 y.left = x

12 x.p = y

RIGHT-ROTATE(T, x)

1 y = x.left

2 x.left = y.right

3 if y.right !=T.nil

4     y.right.p = x

5 y.p = x.p

6 if x.p == T.nil

7     T.root = y

8 elseif x ==x.p.right

9     x.p.right = y

10 else x.p.left =y

11 y.right = x

12 x.p = y

插入操作:插入一个新节点就像在二叉树中插入一个结点一样,但是由于红黑树多了一个颜色属性,因此初始插入的结点的颜色属性为RED。选择将插入结点的颜色属性初始为RED的原因:在红黑树中插入一个结点时,如果初始插入结点的颜色为BLACK时,那么将会破坏性质(5),而且在修改性质(5)的过程中,需要去遍历每条路径,显然这是低效率的;如果将颜色初始为RED时,那么将会破坏性质(2)和性质(4),性质(2)修改很简单,性质(4)的修改过程只需要考虑叔叔结点的颜色,就可以逐步实现;显然在通过将插入结点初始为RED是更高效的操作。

RB-INSERT(T, z)

1 y = T.nil

2 x = T.root

3 while x != T.nil

4     y = x

5     if z.key < x.key

6     x = x.left

7     else x = x.right

8  z.p = y

9  if y == T.nil

10     T.root = z

11 elseif z.key< y.key

12     y.left = z

13 else y.right =z

14 z.left = T.nil

15 z.right = T.nil

16 z.color = RED

17RB-INSERT-FIXUP(T, z)

RB-INSERT-FIXUP(T,z)

1 while z.p.color== RED

2     if z.p == z.p.p.left

3         y = z.p.p.right

4         if y.color == RED

5             z.p.color = BLACK

6             y.color = BLACK

7             z.p.p.color = RED

8             z = z.p.p

9         else if z == z.p.right

10              z = z.p     

11              LEFT-ROTATE(T, z)

12        else

13            z.p.color = BLACK

14            z.p.p.color = RED

15            RIGHT-ROTATE(T, z.p.p)

16      else(same as then clause with “right” and“left” exchanged)

17     T.root.color = BLACK

实验总结

(一)在实验过程中,输入是通过调用一个struct node * creat_node(tree_pointerT, int key)来实现的,但是这种方法存在一个问题:使用malloc分配内存时,在最后没有进行free处理,容易造成内存泄漏;

(二)关于树的打印,实验主要关注的是红黑树算法代码的实现,所以没有过于的去关注数的可视性。说明一下如何理解打印下来的树,右端最突出的是根节点,下端是左子树,上端是右子树;,

(三)在整个实验过程中,由于自己基础较差,可能附录的代码中有多处注释,想了想还是没有删掉,也是一种实现算法的过程,以及如何去调试程序吧。

附录(代码)

  1 #include <stdio.h>
  2 
  3 #include <stdlib.h>
  4 
  5  
  6 
  7 typedef  structnode *tree_pointer;
  8 
  9 typedef struct node {
 10 
 11     int  key;
 12 
 13     char color;       //R represents red; B represents black
 14 
 15     tree_pointerp;
 16 
 17     tree_pointerleft;
 18 
 19     tree_pointerright;
 20 
 21 } *tree_pointer;
 22 
 23  
 24 
 25 void RB_insert(tree_pointer T_nil, tree_pointerT_root, tree_pointer z);
 26 
 27 void left_rotate(tree_pointer T_nil, tree_pointerT_root, tree_pointer x);
 28 
 29 void right_rotate(tree_pointer T_nil, tree_pointerT_root, tree_pointer x);
 30 
 31 void RB_insert_fixup(tree_pointer T_nil, tree_pointerT_root, tree_pointer z);
 32 
 33 void print_tree(tree_pointer T_root, int n);
 34 
 35  
 36 
 37  
 38 
 39 int get_tree_height(tree_pointer T_root);
 40 
 41  
 42 
 43 struct node * creat_node(tree_pointer T, int key);
 44 
 45  
 46 
 47  
 48 
 49 int main(){
 50 
 51     inti,num,key,tree_height;
 52 
 53  
 54 
 55     tree_pointernew_node = NULL;
 56 
 57     tree_pointerT_root   = NULL;
 58 
 59     tree_pointerT_nil    = NULL;
 60 
 61     T_nil =(struct node *)malloc(sizeof(struct node));
 62 
 63     T_nil->color= 'B';
 64 
 65    
 66 
 67     T_root =(struct node *)malloc(sizeof(struct node));
 68 
 69 //  T_root->key   = 11;
 70 
 71     T_root->color= 'B';
 72 
 73     T_root->p     = T_nil;
 74 
 75     T_root->left  = T_nil;
 76 
 77     T_root->right= T_nil;
 78 
 79  
 80 
 81     printf("T_nil= %p; key = %d; color = %c; p = %p; left = %p; right = %p\n",T_nil,T_nil->key, T_nil->color, T_nil->p, T_nil->left, T_nil->right);
 82 
 83     printf("T_root= %p; key = %d; color = %c; p = %p; left = %p; right = %p\n",T_root,T_root->key, T_root->color, T_root->p, T_root->left,T_root->right);
 84 
 85    
 86 
 87     printf("pleaseinput the number of nodes:");
 88 
 89     scanf("%d",&num);
 90 
 91     printf("pleaseinput the key:");
 92 
 93     scanf("%d",&key);
 94 
 95     T_root->key= key;
 96 
 97     printf("\n");
 98 
 99     tree_height =get_tree_height(T_root);
100 
101     print_tree(T_root,tree_height);
102 
103  
104 
105     printf("\n");
106 
107     for(i = 0; i< num-1; i++){
108 
109        printf("pleaseinput the key:");
110 
111        scanf("%d",&key);
112 
113        printf("\n");
114 
115        new_node =creat_node(T_nil, key);
116 
117        RB_insert(T_nil,T_root, new_node);
118 
119 //     tree_height= get_tree_height(T_root);
120 
121 //     print_tree(T_root,tree_height);
122 
123 //     printf("\n666666666666666666666666\n");
124 
125     }
126 
127  
128 
129    
130 
131  
132 
133 /*
134 
135     tree_pointernew1 = NULL;
136 
137     tree_pointernew2 = NULL;
138 
139     tree_pointernew3 = NULL;
140 
141     tree_pointernew4 = NULL;
142 
143     tree_pointernew5 = NULL;
144 
145 //  T_root =creat_node(T_nil, 11);
146 
147     new1 =creat_node(T_nil, 2);
148 
149     new2 =creat_node(T_nil, 14);
150 
151     new3 =creat_node(T_nil, 1);
152 
153     new4 =creat_node(T_nil, 7);
154 
155     new5 =creat_node(T_nil, 15);
156 
157    
158 
159  
160 
161    
162 
163     RB_insert(T_nil,T_root, new1);
164 
165     RB_insert(T_nil,T_root, new2);
166 
167     RB_insert(T_nil,T_root, new3);
168 
169     RB_insert(T_nil,T_root, new4);
170 
171     RB_insert(T_nil,T_root, new5);
172 
173  
174 
175     printf("%p,  %p   %p",new1->p,new1->left,new1->right);
176 
177     new1 = new2;
178 
179  
180 
181     printf("\n1111111111111111111111111\n");
182 
183     printf("new1= %p; key = %d; color = %c;",new1,new1->key,new1->color);
184 
185     printf("p=%p; left = %p; right = %p\n",new1->p,new1->left,new1->right);
186 
187  
188 
189     printf("new2= %p; key = %d; color = %c; p = %p; left = %p; right = %p\n",new2,new2->key, new2->color, new2->p, new2->left, new2->right);
190 
191 */
192 
193 //  tree_height =get_tree_height(T_root);
194 
195 //  print_tree(T_root,tree_height);
196 
197    
198 
199 }
200 
201  
202 
203 struct node * creat_node(tree_pointer T, int key){
204 
205     tree_pointernew = NULL;
206 
207     new = (structnode *)malloc(sizeof(struct node));
208 
209     new->key   = key;
210 
211     new->color= 'R';
212 
213     new->p     = T;
214 
215     new->left  = T;
216 
217     new->right= T;
218 
219     return new;
220 
221 }
222 
223  
224 
225 void RB_insert(tree_pointer T_nil, tree_pointerT_root, tree_pointer z){
226 
227     tree_pointerx = NULL;
228 
229     tree_pointery = NULL;
230 
231     y = T_nil;
232 
233     x = T_root;
234 
235  
236 
237 //  printf("\nnowRB_insert is running!\n");
238 
239  
240 
241     while(x !=T_nil){
242 
243        y = x;
244 
245        if(z->key< x->key)
246 
247            x =x->left;
248 
249        else
250 
251            x =x->right;
252 
253     }
254 
255  
256 
257     z->p = y;
258 
259     if(y ==T_nil)
260 
261        T_root   = z;
262 
263     elseif(z->key < y->key)
264 
265        y->left  = z;
266 
267     else
268 
269        y->right= z;
270 
271    
272 
273     z->left  = T_nil;
274 
275     z->right =T_nil;
276 
277     z->color ='R';
278 
279  
280 
281    
282 
283  
284 
285     RB_insert_fixup(T_nil,T_root, z);
286 
287  
288 
289 //  printf("\nnowRB_insert is over!\n");
290 
291 }
292 
293  
294 
295 void RB_insert_fixup(tree_pointer T_nil, tree_pointerT_root, tree_pointer z){
296 
297     tree_pointery = NULL;
298 
299  
300 
301 //  printf("\nnowRB_insert_fixup is running!\n");
302 
303    
304 
305     while(z->p->color== 'R'){
306 
307        if(z->p== z->p->p->left){
308 
309            y =z->p->p->right;
310 
311           
312 
313            if(y->color== 'R'){
314 
315               z->p->color    = 'B';
316 
317               y->color       = 'B';
318 
319               z->p->p->color= 'R';
320 
321               z =z->p->p;
322 
323            }
324 
325            elseif(z == z->p->right){
326 
327               z =z->p;
328 
329               left_rotate(T_nil,T_root, z);
330 
331            }
332 
333            else{
334 
335               z->p->color    = 'B';
336 
337               z->p->p->color= 'R';
338 
339               right_rotate(T_nil,T_root, z->p->p);
340 
341              
342 
343            }
344 
345        }
346 
347        //////////////////////////////////
348 
349        elseif(z->p = z->p->p->right){
350 
351            y =z->p->p->left;
352 
353  
354 
355            if(y->color== 'R'){
356 
357               z->p->color    = 'B';
358 
359               y->color       = 'B';
360 
361               z->p->p->color= 'R';
362 
363               z =z->p->p;
364 
365            }
366 
367            elseif(z == z->p->left){
368 
369               z =z->p;
370 
371               right_rotate(T_nil,T_root, z);
372 
373            }
374 
375            else{
376 
377               z->p->color    = 'B';
378 
379               z->p->p->color= 'R';
380 
381               left_rotate(T_nil,T_root, z->p->p);
382 
383            }
384 
385        }
386 
387        T_root->color= 'B';
388 
389     }
390 
391  
392 
393 //  printf("\nnowRB_insert_fixup is over!\n");
394 
395     inttree_height;
396 
397     if(T_root->p== T_nil){
398 
399        tree_height= get_tree_height(T_root);
400 
401        print_tree(T_root,tree_height);
402 
403     }
404 
405     else{
406 
407        tree_height= get_tree_height(T_root);
408 
409        print_tree(T_root->p,tree_height);
410 
411     }
412 
413 }
414 
415  
416 
417  
418 
419 void left_rotate(tree_pointer T_nil, tree_pointerT_root, tree_pointer x){
420 
421     tree_pointery = NULL;     
422 
423     y =x->right;
424 
425    
426 
427     x->right =y->left;
428 
429     if(y->left!= T_nil)
430 
431        y->left->p= x;
432 
433  
434 
435     y->p =x->p;
436 
437     if(x->p ==T_nil)
438 
439        T_root =y;
440 
441     else if(x ==x->p->left)
442 
443        x->p->left= y;
444 
445     else
446 
447        x->p->right= y;
448 
449    
450 
451     y->left =x;
452 
453     x->p    = y;
454 
455 }
456 
457  
458 
459 void right_rotate(tree_pointer T_nil, tree_pointerT_root, tree_pointer x){
460 
461     tree_pointery = NULL;
462 
463     y =x->left;
464 
465  
466 
467     x->left =y->right;
468 
469     if(y->right!= T_nil)
470 
471        y->right->p= x;
472 
473    
474 
475     y->p =x->p;
476 
477     if(x->p ==T_nil)
478 
479        T_root =y;
480 
481     else if(x ==x->p->right)
482 
483        x->p->right= y;
484 
485     else
486 
487        x->p->left= y;
488 
489    
490 
491     y->right =x;
492 
493     x->p = y;
494 
495 }
496 
497  
498 
499 int get_tree_height(tree_pointer T_root){
500 
501     if(!T_root)
502 
503        return 0;
504 
505     intleft_height,right_height;
506 
507     left_height  = get_tree_height(T_root->left);
508 
509     right_height= get_tree_height(T_root->right);
510 
511     return(left_height < right_height)?(right_height+1):(left_height+1);
512 
513 }
514 
515  
516 
517 void print_tree(tree_pointer T_root, int n){
518 
519     int i;
520 
521     if(T_root ==NULL)
522 
523        return;
524 
525     print_tree(T_root->right, n-1);
526 
527  
528 
529     for(i = 0; i< n-1; i++)
530 
531        printf("   ");
532 
533     if(n > 0){
534 
535        printf("---");
536 
537        printf("%d(%c)\n",T_root->key,T_root->color);
538 
539     }
540 
541    
542 
543     print_tree(T_root->left,n-1);
544 
545 }
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转载自www.cnblogs.com/jayinnn/p/9559373.html