Examples of counting sorting and radix sorting algorithms implemented in JS_javascript skills

This article mainly introduces the counting sorting and radix sorting algorithms implemented in JS, and briefly analyzes the principles of counting sorting and radix sorting and the JS implementation techniques in the form of examples. JSInterested friends can come and take a look!

The examples in this article describe the counting sorting and radix sorting algorithms implemented in JS. Share it with everyone for your reference, the details are as follows:

Counting sort

Counting sorting is a simple bucket sorting, one bucket represents The number of occurrences of a number in array, so an auxiliary array is required that is as large as the array number range. It is generally used for sorting with a range less than 100. The time complexity is O(n) and the space complexity is the number of the array. scope.

/**
 * 范围在 start - end 之间的排序
 * 计数排序需要辅助数组，该辅助数组的长度是待排序数组的范围，所以一般用作范围小于100的排序
 */
function countSort(arr, start, end) {
  var len = arr.length;
  // 桶数组
  var suportArr = new Array(end - start + 1);
  // 结果数组
  var resArr = new Array(len);
  // 初始化桶数组
  for (i = 0; i < suportArr.length; i++) {
    suportArr[i] = 0;
  }
  // 待排序数组中的数组出现，在桶子对应位置+1代表这个数出现的个数+1了
  for (let i = 0; i < len; i++) {
    suportArr[arr[i]]++;
  }
   // 从第1项开始，桶数组加上前一个桶的个数，现在辅助数组的意义变成了每一项的排名了。
  for (let i = 1; i < suportArr.length; i++) {
    suportArr[i] += suportArr[i - 1];
  }
  // 根据辅助数组的排名，从后往前赋值
  for (let i = len - 1; i >= 0; i--) {
    resArr[suportArr[arr[i]] - 1] = arr[i];
    suportArr[arr[i]]--;
  }
  return resArr;
}

Radix sort

Radix sort is more Bucket sorting

var radix = 16; // 基数，可以为任何数，越大趟数越小，但是桶数越多，最好根据最大数字进行定义。
function _roundSort(arr, round, radix) {
  var buckets = new Array(radix);
  for (let i = 0; i < radix; i++) {
    buckets[i] = [];
  }
  // 将数组中的数放进对应的桶子中
  for (let i = 0; i < arr.length; i++) {
    let remainder = Math.floor(arr[i] / (radix ** (round - 1))) % radix;
    buckets[remainder].push(arr[i]);
  }
  // 将数组重新根据桶子进行排序
  var index = 0;
  for (let i = 0; i < buckets.length; i++) {
    for (let j = 0; j < buckets[i].length; j++) {
      arr[index++] = buckets[i][j];
    }
  }
}
function radixSort(arr, round) {
  for (let i = 1; i <= round; i++) {
    _roundSort(arr, i, radix);
  }
  return arr;
}
console.log(radixSort([10,5,5,50,0,155,4622,5,1,4,2154], 4));

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