本文共 4534 字,大约阅读时间需要 15 分钟。
在写本篇博客之前,我曾经写过一篇名为,在那篇博客当中,8大排序算法有详细的介绍,代码实现主要是由Java代码实现的,最近用R语言比较多,所以这次再一次整理一下R语言中的排序算法,希望对大家有所帮助,如果对排序算法的原理不清楚的话可以点击上面的链接查看我之前文章的内容,本篇文章主要以代码实现为主,原理不在此赘述了。文中如有不正确的地方,欢迎大家批评指正。
# 测试数组vector = c(5,34,65,36,67,3,6,43,69,59,25,785,10,11,14)vector## [1] 5 34 65 36 67 3 6 43 69 59 25 785 10 11 14
sort(vector)## [1] 3 5 6 10 11 14 25 34 36 43 59 65 67 69 785order(vector)## [1] 6 1 7 13 14 15 11 2 4 8 10 3 5 9 12rank(vector)## [1] 2 8 12 9 13 1 3 10 14 11 7 15 4 5 6
# bubble sortbubbleSort = function(vector) { n = length(vector) for (i in 1:(n-1)) { for (j in (i+1):n) { if(vector[i]>=vector[j]){ temp = vector[i] vector[i] = vector[j] vector[j] = temp } } } return(vector)}bubbleSort(vector)## [1] 3 5 6 10 11 14 25 34 36 43 59 65 67 69 785
# quick sortquickSort = function(vector, small, big) { left = small right = big if (left >= right) { return(vector) }else{ markValue = vector[left] while (left < right) { while (left < right && vector[right] >= markValue) { right = right - 1 } vector[left] = vector[right] while (left < right && vector[left] <= markValue) { left = left + 1 } vector[right] = vector[left] } vector[left] = markValue vector = quickSort(vector, small, left - 1) vector = quickSort(vector, right + 1, big) return(vector) }}quickSort(vector,1,15)## [1] 3 5 6 10 11 14 25 34 36 43 59 65 67 69 785
# insert sortinsertSort = function(vector){ n = length(vector) for(i in 2:n){ markValue = vector[i] j=i-1 while(j>0){ if(vector[j]>markValue){ vector[j+1] = vector[j] vector[j] = markValue } j=j-1 } } return(vector)}insertSort(vector)## [1] 3 5 6 10 11 14 25 34 36 43 59 65 67 69 785
# shell sortshellSort = function(vector){ n = length(vector) separate = floor(n/2) while(separate>0){ for(i in 1:separate){ j = i+separate while(j<=n){ m= j- separate markVlaue = vector[j] while(m>0){ if(vector[m]>markVlaue){ vector[m+separate] = vector[m] vector[m] = markVlaue } m = m-separate } j = j+separate } } separate = floor(separate/2) } return(vector)}shellSort(vector)## [1] 3 5 6 10 11 14 25 34 36 43 59 65 67 69 785
# select sortselectSort = function(vector){ n = length(vector) for(i in 1:(n-1)){ minIndex = i for(j in (i+1):n){ if(vector[minIndex]>vector[j]){ minIndex = j } } temp = vector[i] vector[i] = vector[minIndex] vector[minIndex] = temp } return(vector)}selectSort(vector)## [1] 3 5 6 10 11 14 25 34 36 43 59 65 67 69 785
# heap sortadjustHeap = function(vector,k,n){ left = 2*k right = 2*k+1 max = k if(k<=n/2){ if(left<=n&&vector[left]>=vector[max]){ max = left } if(right<=n&&vector[right]>=vector[max]){ max = right } if(max!=k){ temp = vector[k] vector[k] = vector[max] vector[max] = temp vector = adjustHeap(vector,max,n) } } return(vector)}createHeap = function(vector,n){ for(i in (n/2):1){ vector = adjustHeap(vector,i,n) } return(vector)}heapSort = function(vector){ n = length(vector) vector = createHeap(vector,n) for(i in 1:n){ temp = vector[n-i+1] vector[n-i+1] = vector[1] vector[1] = temp vector = adjustHeap(vector,1,n-i) } return(vector)}
# merge sortcombine = function(leftSet,rightSet){ m = 1 n = 1 vectorTemp = c() while (m<=length(leftSet)&&n<=length(rightSet)) { if(leftSet[m]<=rightSet[n]){ vectorTemp = append(vectorTemp,leftSet[m]) m = m+1 }else{ vectorTemp = append(vectorTemp,rightSet[n]) n = n+1 } } if(m>length(leftSet)&&n==length(rightSet)){ vectorTemp = append(vectorTemp,rightSet[n:length(rightSet)]) }else if(m==length(leftSet)&&n>length(rightSet)){ vectorTemp = append(vectorTemp,leftSet[m:length(leftSet)]) } return(vectorTemp)}mergeSort = function(vector){ size = length(vector) if(size==1){ return(vector) } cut = ceiling(size/2) leftSet = mergeSort(vector[1:cut]) rightSet = mergeSort(vector[(cut+1):size]) vector = combine(leftSet,rightSet) return(vector)}
转载地址:http://zcgy.baihongyu.com/