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Summary of JS sorting algorithm

php中世界最好的语言
php中世界最好的语言Original
2018-04-20 09:23:311222browse

This time I will bring you a summary of the JS sorting algorithm. What are the precautions when using the JS sorting algorithm? The following is a practical case, let’s take a look.

You can find a lot of questions about sorting algorithms on the Internet, but the pure JS version is relatively scattered. I specially sorted it out during the previous interview, with a comparison of sorting efficiency

1.Bubble sort

var bubbleSort = function(arr) {
  for (var i = 0, len = arr.length; i < len - 1; i++) {
    for (var j = i + 1; j < len; j++) {
      if (arr[i] > arr[j]) {
        var temp = arr[i];
        arr[i] = arr[j];
        arr[j] = temp;
      }
    }
  }
  return arr;
};

2.Selection sort

var selectSort = function(arr) {
  var min;
  for (var i = 0; i < arr.length - 1; i++) {
    min = i;
    for (var j = i + 1; j < arr.length; j++) {
      if (arr[min] > arr[j]) {
        min = j;
      }
    }
    if (i != min) {
      swap(arr, i, min);
    }
    console.log(i + 1, ": " + arr);
  }
  return arr;
};
function swap(arr, index1, index2) {
  var temp = arr[index1];
  arr[index1] = arr[index2];
  arr[index2] = temp;
};

3.Insertion sort

var insertSort = function(arr) {
  var len = arr.length,
    key;
  for (var i = 1; i < len; i++) {
    var j = i;
    key = arr[j];
    while (--j > -1) {
      if (arr[j] > key) {
        arr[j + 1] = arr[j];
      } else {
        break;
      }
    }
    arr[j + 1] = key;
  }
  return arr;
};

4.Hill sort

function shellSort(arr) {
  if (arr.length < 2) {
    return arr;
  };
  var n = arr.length;
  for (gap = Math.floor(n / 2); gap > 0; gap = Math.floor(gap /= 2)) {
    for (i = gap; i < n; ++i) {
      for (j = i - gap; j >= 0 && arr[j + gap] < arr[j]; j -= gap) {
        temp = arr[j];
        arr[j] = arr[j + gap];
        arr[j + gap] = temp;
      }
    }
  }
  return arr;
};

5. Merge sort

function merge(left, right) {
  var result = [];
  while (left.length > 0 && right.length > 0) {
    if (left[0] < right[0]) {
      // shift()方法用于把数组的第一个元素从其中删除,并返回第一个元素的值
      result.push(left.shift());
    } else {
      result.push(right.shift());
    }
  }
  return result.concat(left).concat(right);
}
function mergeSort(arr) {
  if (arr.length == 1) {
    return arr;
  }
  var middle = Math.floor(arr.length / 2),
    left = arr.slice(0, middle),
    right = arr.slice(middle);
  return merge(mergeSort(left), mergeSort(right));
}

6. Quick sort

var quickSort = function(arr) {  
  if (arr.length <= 1) {
    return arr;
  }
  var pivotIndex = Math.floor(arr.length / 2); 
  var pivot = arr.splice(pivotIndex, 1)[0];
  var left = [];
  var right = [];  
  for (var i = 0; i < arr.length; i++) {   
    if (arr[i] < pivot) {      
      left.push(arr[i]);    
    } else {      
      right.push(arr[i]);    
    } 
  }  
  return quickSort(left).concat([pivot], quickSort(right));
};

Comparison of algorithm efficiency

-------------- ------------------------------------------------
| Sorting algorithm | Average case | Best case | Worst case | Stability |
---------------------------- ----------------------------------
| Bubble sort | O(n²) | O( n) | O(n²) | Stable |
---------------------------------------- --------------------------
| Selection sort | O(n²) | O(n²) | O(n²) | Unstable |
------------------------------------------------- ------------------
| Insertion sort | O(n²) | O(n) | O(n²) | Stable |
------ -------------------------------------------------- -------
| Hill sort| O(nlogn)~O(n²) | O(n^1.5) | O(n²) | Unstable|
------ -------------------------------------------------- ------
| Merge sort | O(nlogn) | O(nlogn) | O(nlogn) | Stable |
---------------- --------------------------------------------------
| Quick sort | O(nlogn) | O(nlogn) | O(n²) | Unstable|
-------------------------- ----------------------------------------

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