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HomeBackend DevelopmentPHP TutorialPHP implements heap sort algorithm (code example)


#In computer science, heapsort (invented by J. W. J. Williams in 1964) is a comparison-based sorting algorithm. Heapsort (heap sort) can be regarded as an improved selection sort: similar to this algorithm, it divides the input into sorted area and unsorted area, and extracts the maximum elements and move them to the sorted area to interactively shrink the unsorted area. Improvements include using a heap data structure instead of a linear time search to find the maximum.

PHP implements heap sort algorithm (code example)

Although it will actually run a bit slower than a well-implemented quicksort on most machines, it has the advantage of being O(n in the worst case log n) runtime is more advantageous. Heap sort is an in-place sorting algorithm, but it is not a stable sort.

The heapsort algorithm sorts a set of randomly arranged values. In the first phase of the algorithm, the array elements are reordered to satisfy the heap properties. Before proceeding with the actual sorting, the heap tree structure is briefly shown for illustration.

Schematic diagram of PHP heap sorting algorithm idea:

PHP implements heap sort algorithm (code example)

##PHP heap sorting implementation code is as follows:

<?php
class Node
{
    private $_i;

    public function __construct($key)
    {
        $this->_i = $key;
    }

    public function getKey()
    {
        return $this->_i;
    }
}

class Heap
{
    private $heap_Array;
    private $_current_Size;

    public function __construct()
    {
        $heap_Array = array();
        $this->_current_Size = 0;
    }

 
    public function remove()
    {
        $root = $this->heap_Array[0];
        
        $this->heap_Array[0] = $this->heap_Array[--$this->_current_Size];
        $this->bubbleDown(0);
        return $root;
    }

   
    public function bubbleDown($index)
    {
        $larger_Child = null;
        $top = $this->heap_Array[$index]; 
        while ($index < (int)($this->_current_Size/2)) { 
            $leftChild = 2 * $index + 1;
            $rightChild = $leftChild + 1;

          
            if ($rightChild < $this->_current_Size
                && $this->heap_Array[$leftChild] < $this->heap_Array[$rightChild]) 
            {
                $larger_Child = $rightChild;
            } else {
                $larger_Child = $leftChild;
            }

            if ($top->getKey() >= $this->heap_Array[$larger_Child]->getKey()) {
                break;
            }

            
            $this->heap_Array[$index] = $this->heap_Array[$larger_Child];
            $index = $larger_Child;
        }

        $this->heap_Array[$index] = $top;
    }

    public function insertAt($index, Node $newNode)
    {
        $this->heap_Array[$index] = $newNode;
    }

    public function incrementSize()
    {
        $this->_current_Size++;
    }

    public function getSize()
    {
        return $this->_current_Size;
    }

    public function asArray()
    {
        $arr = array();
        for ($j = 0; $j < sizeof($this->heap_Array); $j++) {
            $arr[] = $this->heap_Array[$j]->getKey();
        }

        return $arr;
    }
}

function heapsort(Heap $Heap)
{
    $size = $Heap->getSize();
    
    for ($j = (int)($size/2) - 1; $j >= 0; $j--)
    {
        $Heap->bubbleDown($j);
    }
   
    for ($j = $size-1; $j >= 0; $j--) {
        $BiggestNode = $Heap->remove();
    
        $Heap->insertAt($j, $BiggestNode);
    }

    return $Heap->asArray();
}

$arr = array(3, 0, 2, 5, -1, 4, 1);
echo "原始数组 : ";
echo implode(&#39;, &#39;,$arr );
$Heap = new Heap();
foreach ($arr as $key => $val) {
    $Node = new Node($val);
    $Heap->insertAt($key, $Node);
    $Heap->incrementSize();
}
$result = heapsort($Heap);
echo "\n排序后数组 : ";
echo implode(&#39;, &#39;,$result)."\n";

Output:


原始数组 : 3, 0, 2, 5, -1, 4, 1 
排序后数组 : -1, 0, 1, 2, 3, 4, 5

This article is an introduction to PHP heap sorting. I hope it will be helpful to friends in need!


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