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https://github.com/krahets/hello-algo.git
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2626de8d0b
introduction, computational complexity.
181 lines
4 KiB
C
181 lines
4 KiB
C
/**
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* File: my_heap.c
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* Created Time: 2023-01-15
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* Author: Reanon (793584285@qq.com)
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*/
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#include "../utils/common.h"
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#define MAX_SIZE 5000
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/* 大顶堆 */
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struct maxHeap {
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// size 代表的是实际元素的个数
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int size;
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// 使用预先分配内存的数组,避免扩容
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int data[MAX_SIZE];
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};
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typedef struct maxHeap maxHeap;
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void siftDown(maxHeap *h, int i);
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void siftUp(maxHeap *h, int i);
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/* 构造函数,根据切片建堆 */
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maxHeap *newMaxHeap(int nums[], int size) {
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// 所有元素入堆
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maxHeap *h = (maxHeap *)malloc(sizeof(maxHeap));
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h->size = size;
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memcpy(h->data, nums, size * sizeof(int));
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for (int i = size - 1; i >= 0; i--) {
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// 堆化除叶节点以外的其他所有节点
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siftDown(h, i);
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}
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return h;
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}
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/* 获取左子节点索引 */
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int left(maxHeap *h, int i) {
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return 2 * i + 1;
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}
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/* 获取右子节点索引 */
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int right(maxHeap *h, int i) {
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return 2 * i + 2;
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}
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/* 获取父节点索引 */
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int parent(maxHeap *h, int i) {
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return (i - 1) / 2;
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}
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/* 交换元素 */
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void swap(maxHeap *h, int i, int j) {
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int temp = h->data[i];
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h->data[i] = h->data[j];
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h->data[j] = temp;
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}
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/* 获取堆大小 */
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int size(maxHeap *h) {
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return h->size;
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}
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/* 判断堆是否为空 */
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int isEmpty(maxHeap *h) {
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return h->size == 0;
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}
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/* 访问堆顶元素 */
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int peek(maxHeap *h) {
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return h->data[0];
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}
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/* 元素入堆 */
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void push(maxHeap *h, int val) {
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// 默认情况下,不应该添加这么多节点
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if (h->size == MAX_SIZE) {
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printf("heap is full!");
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return;
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}
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// 添加节点
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h->data[h->size] = val;
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h->size++;
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// 从底至顶堆化
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siftUp(h, h->size - 1);
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}
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/* 元素出堆 */
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int pop(maxHeap *h) {
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// 判空处理
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if (isEmpty(h)) {
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printf("heap is empty!");
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return INT_MAX;
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}
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// 交换根节点与最右叶节点(即交换首元素与尾元素)
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swap(h, 0, size(h) - 1);
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// 删除节点
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int val = h->data[h->size - 1];
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h->size--;
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// 从顶至底堆化
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siftDown(h, 0);
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// 返回堆顶元素
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return val;
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}
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/* 从节点 i 开始,从顶至底堆化 */
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void siftDown(maxHeap *h, int i) {
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while (true) {
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// 判断节点 i, l, r 中值最大的节点,记为 max
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int l = left(h, i);
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int r = right(h, i);
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int max = i;
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if (l < size(h) && h->data[l] > h->data[max]) {
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max = l;
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}
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if (r < size(h) && h->data[r] > h->data[max]) {
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max = r;
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}
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// 若节点 i 最大或索引 l, r 越界,则无须继续堆化,跳出
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if (max == i) {
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break;
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}
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// 交换两节点
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swap(h, i, max);
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// 循环向下堆化
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i = max;
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}
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}
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/* 从节点 i 开始,从底至顶堆化 */
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void siftUp(maxHeap *h, int i) {
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while (true) {
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// 获取节点 i 的父节点
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int p = parent(h, i);
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// 当“越过根节点”或“节点无须修复”时,结束堆化
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if (p < 0 || h->data[i] <= h->data[p]) {
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break;
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}
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// 交换两节点
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swap(h, i, p);
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// 循环向上堆化
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i = p;
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}
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}
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/* Driver Code */
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int main() {
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/* 初始化堆 */
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// 初始化大顶堆
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int nums[] = {9, 8, 6, 6, 7, 5, 2, 1, 4, 3, 6, 2};
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maxHeap *heap = newMaxHeap(nums, sizeof(nums) / sizeof(int));
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printf("输入数组并建堆后\n");
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printHeap(heap->data, heap->size);
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/* 获取堆顶元素 */
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printf("\n堆顶元素为 %d\n", peek(heap));
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/* 元素入堆 */
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push(heap, 7);
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printf("\n元素 7 入堆后\n");
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printHeap(heap->data, heap->size);
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/* 堆顶元素出堆 */
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int top = pop(heap);
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printf("\n堆顶元素 %d 出堆后\n", top);
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printHeap(heap->data, heap->size);
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/* 获取堆大小 */
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printf("\n堆元素数量为 %d\n", size(heap));
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/* 判断堆是否为空 */
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printf("\n堆是否为空 %d\n", isEmpty(heap));
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// 释放内存
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free(heap);
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return 0;
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}
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