• Maximum Heap Aizu


    A binary heap which satisfies max-heap property is called max-heap. In a max-heap, for every node i other than the root, A[i]≤A[parent(i)], that is, the value of a node is at most the value of its parent. The largest element in a max-heap is stored at the root, and the subtree rooted at a node contains values no larger than that contained at the node itself.

    Here is an example of a max-heap.

    在这里插入图片描述

    Write a program which reads an array and constructs a max-heap from the array based on the following pseudo code.

    maxHeapify(A,i) move the value of A[i] down to leaves to make a sub-tree of node i a max-heap. Here, H is the size of the heap.

    1 maxHeapify(A, i)
    2 l = left(i)
    3 r = right(i)
    4 // select the node which has the maximum value
    5 if l ≤ H and A[l] > A[i]
    6 largest = l
    7 else
    8 largest = i
    9 if r ≤ H and A[r] > A[largest]
    10 largest = r
    11
    12 if largest ≠ i // value of children is larger than that of i
    13 swap A[i] and A[largest]
    14 maxHeapify(A, largest) // call recursively
    The following procedure buildMaxHeap(A) makes A a max-heap by performing maxHeapify in a bottom-up manner.

    1 buildMaxHeap(A)
    2 for i = H/2 downto 1
    3 maxHeapify(A, i)

    Input

    In the first line, an integer H is given. In the second line, H integers which represent elements in the binary heap are given in order of node id (from 1 to H).

    Output

    Print values of nodes in the max-heap in order of their id (from 1 to H). Print a single space character before each value.

    Constraint

    1≤H≤500,000
    −2,000,000,000≤ value of a node ≤2,000,000,000

    Sample Input 1

    10
    4 1 3 2 16 9 10 14 8 7

    Sample Output 1

    16 14 10 8 7 9 3 2 4 1

    Reference

    Introduction to Algorithms, Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein. The MIT Press.

    Code

    /*
                                    ^....0
                                   ^ .1 ^1^
                                   ..     01
                                  1.^     1.0
                                 ^ 1  ^    ^0.1
                                 1 ^        ^..^
                                 0.           ^ 0^
                                 .0            1 .^
                                 .1             ^0 .........001^
                                 .1               1. .111100....01^
                                 00                 11^        ^1. .1^
                                 1.^                              ^0  0^
                                   .^                                 ^0..1
                                   .1                                   1..^
                                 1 .0                                     ^  ^
                                  00.                                     ^^0.^
                                  ^ 0                                     ^^110.^
                              0   0 ^                                     ^^^10.01
                       ^^     10  1 1                                      ^^^1110.1
                       01     10  1.1                                      ^^^1111110
                       010    01  ^^                                        ^^^1111^1.^           ^^^
                       10  10^ 0^ 1                                            ^^111^^^0.1^       1....^
                        11     0                                               ^^11^^^ 0..  ....1^   ^ ^
                        1.     0^                                               ^11^^^ ^ 1 111^     ^ 0.
                       10   00 11                                               ^^^^^   1 0           1.
                       0^  ^0  ^0                                                ^^^^    0            0.
                       0^  1.0  .^                                               ^^^^    1 1          .0
                       ^.^  ^^  0^                             ^1                ^^^^     0.         ^.1
                       1 ^      11                             1.                ^^^     ^ ^        ..^
                      ^..^      ^1                             ^.^               ^^^       .0       ^.0
                      0..^      ^0                              01               ^^^       ..      0..^
                     1 ..        .1                             ^.^              ^^^       1 ^  ^0001
                    ^  1.        00                              0.             ^^^        ^.0 ^.1
                    . 0^.        ^.^                             ^.^            ^^^         ..0.0
                   1 .^^.         .^                  1001        ^^            ^^^         . 1^
                   . ^ ^.         11                0.    1         ^           ^^          0.
                    0  ^.          0              ^0       1                   ^^^          0.
                  0.^  1.          0^             0       .1                   ^^^          ..
                  .1   1.          00            .        .1                  ^^^           ..
                 1      1.         ^.           0         .^                  ^^            ..
                 0.     1.          .^          .         0                                  .
                 .1     1.          01          .        .                                 ^ 0
                ^.^     00          ^0          1.       ^                                 1 1
                .0      00           .            ^^^^^^                                   .
                .^      00           01                                                    ..
               1.       00           10                                                   1 ^
              ^.1       00           ^.                                            ^^^    .1
              ..        00            .1                                        1..01    ..
             1.1         00           1.                                       ..^      10
            ^ 1^         00           ^.1                                      0 1      1
            .1           00            00                                       ^  1   ^
             .           00            ^.^                                        10^  ^^
           1.1           00             00                                              10^
           ..^           1.             ^.                                               1.
          0 1            ^.              00                 00                            .^
            ^            ^.              ^ 1                00   ^0000^     ^               01
         1 0             ^.               00.0^              ^00000   1.00.1              11
         . 1              0               1^^0.01                      ^^^                01
          .^              ^                1   1^^                                       ^.^
        1 1                                                                              0.
        ..                                                                              1 ^
         1                                                                               1
       ^ ^                                                                             .0
       1                                                                             ^ 1
       ..                                                          1.1            ^0.0
      ^ 0                                                           1..01^^100000..0^
      1 1                                                            ^ 1 ^^1111^ ^^
      0 ^                                                             ^ 1      1000^
      .1                                                               ^.^     .   00
      ..                                                                1.1    0.   0
      1.                                                                  .    1.   .^
      1.                                                                 1    1.   ^0
     ^ .                                                                 ^.1 00    01
     ^.0                                                                  001.     .^
     */
    // Virtual_Judge —— Maximum Heap Aizu - ALDS1_9_B .cpp created by VB_KoKing on 2019-05-10:09.
    /* Procedural objectives:
    
     Variables required by the program:
    
     Procedural thinking:
    
     Functions required by the program:
     
     Determination algorithm:
     
     Determining data structure:
     
    
    */
    /* My dear Max said:
    "I like you,
    So the first bunch of sunshine I saw in the morning is you,
    The first gentle breeze that passed through my ear is you,
    The first star I see is also you.
    The world I see is all your shadow."
    
    FIGHTING FOR OUR FUTURE!!!
    */
    #include <iostream>
    
    #define MAX 2000007
    
    using namespace std;
    
    int H, A[MAX];
    
    void max_heapify(int i) {
        int l, r, largest;
        l = 2 * i;
        r = 2 * i + 1;
    
        if (l < H + 1 && A[l] > A[i]) largest = l;
        else largest = i;
        if (r < H + 1 && A[r] > A[largest]) largest = r;
    
        if (largest != i){
            swap(A[i],A[largest]);
            max_heapify(largest);
        }
    }
    
    int main(){
        cin>>H;
    
        for (int i = 1; i < H+1; i++) cin>>A[i];
    
        for (int i = H/2; i > 0; i--) max_heapify(i);
    
        for (int i = 1; i < H+1; i++) cout<<' '<<A[i];
    
        cout<<endl;
    
        return 0;
    }
    
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  • 原文地址:https://www.cnblogs.com/AlexKing007/p/12338313.html
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