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R语言中的排序算法
阅读量:110 次
发布时间:2019-02-26

本文共 4971 字,大约阅读时间需要 16 分钟。

1. ????

???????

vector = c(5, 34, 65, 36, 67, 3, 6, 43, 69, 59, 25, 785, 10, 11, 14)

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[1]  3  5  6 10 11 14 25 34 36 43 59 65 67 69 785

2. R????????

R?????????????

  • sort(): ???????????????????
  • rank(): ????????
  • order(): ??????????

???

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

3. ????

???????

bubbleSort = 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)}

??????

[1]  3  5  6 10 11 14 25 34 36 43 59 65 67 69 785

4. ????

???????

quickSort = 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] = markValue        }        vector[left] = markValue        vector = quickSort(vector, small, left - 1)        vector = quickSort(vector, right + 1, big)        return(vector)    }}

??????

[1]  3  5  6 10 11 14 25 34 36 43 59 65 67 69 785

5. ????

???????

insertSort = 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)}

??????

[1]  3  5  6 10 11 14 25 34 36 43 59 65 67 69 785

6. ????

???????

shellSort = 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                markValue = vector[j]                while (m > 0) {                    if (vector[m] > markValue) {                        vector[m+separate] = vector[m]                        vector[m] = markValue                    }                    m = m - separate                }                j = j + separate            }        }        separate = floor(separate/2)    }    return(vector)}

??????

[1]  3  5  6 10 11 14 25 34 36 43 59 65 67 69 785

7. ????

???????

selectSort = 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)}

??????

[1]  3  5  6 10 11 14 25 34 36 43 59 65 67 69 785

8. ???

??????

adjustHeap = 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)}

??????

[1]  3  5  6 10 11 14 25 34 36 43 59 65 67 69 785

9. ????

???????

combine = 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)}

??????

[1]  3  5  6 10 11 14 25 34 36 43 59 65 67 69 785

???????????????????????R??????????????

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