最大堆(Java數組實現)


最大堆

data[1]開始存,data[0]空着不用。也可以把data[0]當成size來用。

 

public class MaxHeap<T extends Comparable<? super T>> {
    private T[] data;
    private int size;
    private int capacity;

    public MaxHeap(int capacity) {
        this.data = (T[]) new Comparable[capacity + 1];
        size = 0;
        this.capacity = capacity;
    }

    public int size() {
        return this.size;
    }

    public boolean isEmpty() {
        return size == 0;
    }

    public int getCapacity() {
        return this.capacity;
    }

    /**
     * @return 查看最大根(只看不刪, 與popMax對比)
     */
    public T seekMax() {
        return data[1];
    }

    public void swap(int i, int j) {
        if (i != j) {
            T temp = data[i];
            data[i] = data[j];
            data[j] = temp;
        }
    }

    public void insert(T item) {
        size++;
        data[size] = item;
        shiftUp(size);
    }

    /**
     * @return 彈出最大根(彈出意味着刪除, 與seekMax對比)
     */
    public T popMax() {
        swap(1, size--);
        shiftDown(1);
        return data[size + 1];
    }

    /**
     * @param child 孩子節點下角標是child,父節點下角表是child/2
     */
    public void shiftUp(int child) {
        while (child > 1 && data[child].compareTo(data[child / 2]) > 0) {
            swap(child, child / 2);
            child = child / 2;
        }
    }

    /**
     * @param a data數組中某個元素的下角標
     * @param b data數組中某個元素的下角標
     * @return 哪個元素大就返回哪個的下角標
     */
    private int max(int a, int b) {
        if (data[a].compareTo(data[b]) < 0) {//如果data[b]大
            return b;//返回b
        } else {//如果data[a]大
            return a;//返回a
        }
    }

    /**
     * @param a data數組中某個元素的下角標
     * @param b data數組中某個元素的下角標
     * @param c data數組中某個元素的下角標
     * @return 哪個元素大就返回哪個的下角標
     */
    private int max(int a, int b, int c) {
        int biggest = max(a, b);
        biggest = max(biggest, c);
        return biggest;
    }


    /**
     * @param father 父節點下角標是father,左右兩個孩子節點的下角表分別是:father*2 和 father*2+1
     */
    public void shiftDown(int father) {
        while (true) {
            int lchild = father * 2;//左孩子
            int rchild = father * 2 + 1;//右孩子
            int newFather = father;//newFather即將更新,父、左、右三個結點誰大,newFather就是誰的下角標

            if (lchild > size) {//如果該father結點既沒有左孩子,也沒有右孩子
                return;
            } else if (rchild > size) {//如果該father結點只有左孩子,沒有右孩子
                newFather = max(father, lchild);
            } else {//如果該father結點既有左孩子,又有右孩子
                newFather = max(father, lchild, rchild);
            }

            if (newFather == father) {//說明father比兩個子結點都要大,表名已經是大根堆,不用繼續調整了
                return;
            } else {//否則,還需要繼續調整堆,直到滿足大根堆條件為止
                swap(father, newFather);//值進行交換
                father = newFather;//更新father的值,相當於繼續調整shiftDown(newFather)
            }
        }
    }

    public static void main(String[] args) {
        //創建大根堆
        MaxHeap<Integer> maxHeap = new MaxHeap<Integer>(100);
        //向堆里存
        for (int i = 0; i < 100; i++) {
            maxHeap.insert((int) (Math.random() * 100));
        }

        //創建數組
        Integer[] arr = new Integer[100];
        //從堆里取,放進數組里
        for (int i = 0; i < 100; i++) {
            arr[i] = maxHeap.popMax();
            System.out.print(arr[i] + " ");
        }
        System.out.println();
    }
} 

 最大堆:shiftDown()函數與上面不一樣

public class MaxHeap<T extends Comparable<? super T>> {
    private T[] data;
    private int size;
    private int capacity;

    public MaxHeap(int capacity) {
        data = (T[]) new Comparable[capacity + 1];
        this.capacity = capacity;
        size = 0;
    }

    public int size() {
        return size;
    }

    public boolean isEmpty() {
        return size == 0;
    }

    public void insert(T item) {
        data[size + 1] = item;
        size++;
        shiftUp(size);
    }

    /**
     * @return 彈出最大根(彈出意味着刪除, 與seekMax對比)
     */
    public T popMax() {
        T ret = data[1];
        swap(1, size);
        size--;
        shiftDown(1);
        return ret;
    }

    /**
     * @return 查看最大根(只看不刪, 與popMax對比)
     */
    public T seekMax() {
        return data[1];
    }

    public void swap(int i, int j) {
        if (i != j) {
            T temp = data[i];
            data[i] = data[j];
            data[j] = temp;
        }
    }

    public void shiftUp(int k) {
        while (k > 1 && data[k / 2].compareTo(data[k]) < 0) {
            swap(k, k / 2);
            k /= 2;
        }
    }

    public void shiftDown(int father) {
        while (2 * father <= size) {
            int newFather = 2 * father;
            if (newFather + 1 <= size && data[newFather + 1].compareTo(data[newFather]) > 0) {//data[j] data[j+1]兩者取大的那個
                newFather = newFather + 1;
            }
            if (data[father].compareTo(data[newFather]) >= 0) {
                break;
            } else {
                swap(father, newFather);//值進行交換
                father = newFather;//newFather是(2*father)或者是(2*father+1),也就是繼續shiftDown(newFather);
            }
        }
    }

    public static void main(String[] args) {
        //創建大根堆
        MaxHeap<Integer> maxHeap = new MaxHeap<Integer>(100);
        //向堆里存
        for (int i = 0; i < 100; i++) {
            maxHeap.insert((int) (Math.random() * 100));
        }

        //創建數組
        Integer[] arr = new Integer[100];
        //從堆里取,放進數組里
        for (int i = 0; i < 100; i++) {
            arr[i] = maxHeap.popMax();
            System.out.print(arr[i] + " ");
        }
        System.out.println();
    }
}

  


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