排序算法小结 - 基于swift5.0实现

(以下都是升序排列写法)

var testArr: [Int] = [2, 12, 44, 5, 9, 111, 322, 20]
func swap(a: Int, b: Int, arr: inout [Int]) {
    let temp = arr[a]
    arr[a] = arr[b]
    arr[b] = temp
}
  1. 直接插入排序
    从前往后 把元素插入已经前面已经排序好的数组中
func chaRuSort(arr: inout [Int]) {
    for i in stride(from: 1, through: arr.count - 1, by: 1) {
        for j in stride(from: i - 1, through: 0, by: -1) {
            if arr[j+1] < arr[j] {
                swap(a: j+1, b: j, arr: &arr)
            } else {
                break
            }
        }
    }
}
  1. 冒泡排序
    相邻元素比较,每次发生交换就记录位置;
    下一次遍历就只遍历到上次交换的位置,以为后面的元素都是有序的
func maopaoSort(arr: inout [Int]) {
    var bounds = arr.count - 1
    var pos = bounds
    while pos != 0 {
        bounds = pos
        pos = 0
        for i in stride(from: 0, through: bounds - 1 , by: 1) {
            if arr[i] > arr[i+1] {
                swap(a: i, b: i+1, arr: &arr)
                pos = i
            }
        }
    }
}
  1. 快速排序
    一次排序: 先找一个基准数,并记录下来(挖坑),先从右向左,找到元素比基准小下标为j,就把左边坑填为array[j],再从左往右,直到找到元素比基准数大下标为i,就把该元素填到j的位置,直到i == j
    /// 使用递归的思维 分区 挖坑
func devide(low: Int, high: Int, a: inout [Int]) -> Int {
    let x = a[low]
    var i = low, j = high

    while i < j {
        while a[j] >= x && i < j {
            j -= 1
        }
        if i < j {
            a[i] = a[j]
            i += 1
        }
        while a[i] <= x && i < j {
            i += 1
        }
        if i < j {
            a[j] = a[i]
            j -= 1
        }
    }
    a[i] = x
    return i
}
func quickSort(low: Int, high: Int, arr: inout [Int]) {
    if low < high {
        let devideIndex = devide(low: low, high: high, a: &arr)
        quickSort(low: low, high: devideIndex - 1, arr: &arr)
        quickSort(low: devideIndex + 1, high: high, arr: &arr)
    }
}
  1. 希尔排序
    希尔排序是对直接插入排序的优化 复杂度为O(n^(1.3-2))
    将数组中的元素按照不同的步长分别插入排序
func shellSort(arr: inout [Int]) {
    var grap = arr.count/2
    while grap >= 1 {
        for i in stride(from: grap, through: arr.count - 1, by: 1) {
            for j in stride(from: i, through: 0, by: -grap) where j >= grap {
                if arr[j] < arr[j-grap] {
                    swap(a: j, b: j-grap, arr: &arr)
                } else {
                    break
                }
            }
        }
        grap = grap/2
    }
}
  1. 选择排序
    遍历数组 将最小的元素和当前遍历的的下标元素交换 即依次找到从小到大的元素
func selectSort(arr: inout [Int]) {
    for i in stride(from: 0, to: arr.count - 1, by: 1) {
        var minIndex = i
        for j in stride(from: i + 1, through: arr.count - 1, by: 1) {
            if arr[j] < arr[minIndex] {
                minIndex = j
            }
        }
        if minIndex != i {
            swap(a: i, b: minIndex, arr: &arr)
        }
    }
}
  1. 堆排序
    排序规格和选择排序类似
    1、构造大顶堆,堆顶部就是最大的元素
    2、交换顶部和最后一个元素,最大的元素放到最后
    后续将0 - (n-1)的元素重复上述步骤
func heapSort(arr: inout [Int]) {
    func swap(a: Int, b: Int) {
        let temp = arr[a]
        arr[a] = arr[b]
        arr[b] = temp
    }
    /// 调整大顶堆
    func adjustHeap(i: Int, l: Int) {
        let temp = arr[i]
        var i = i
        /// i * 2 + 1 找这个节点的 左子节点
        var j = i * 2 + 1
        while j < l {
            /// 有右节点 且右节点比左节点大 j指向右子节点
            if j + 1 < l && arr[j] < arr[j + 1] {
                j += 1
            }
            if arr[j] > temp {
                arr[i] = arr[j]
                i = j
            } else {
                break
            }
            arr[i] = temp
            j = 2 * j + 1
        }
    }
    
    
    // 升序 - 构建大顶堆
    for i in stride(from: arr.count/2 - 1, through: 0, by: -1) {
        /// arr.count/2 - 1 最后一个非叶子结点
        /// 从下到上 从右到左
        adjustHeap(i: i, l: arr.count)
    }
    /// 调整堆结构+交换堆顶元素与末尾元素
    for j in stride(from: arr.count - 1, to: 0, by: -1) {
        /// 将堆顶元素与末尾元素进行交换
        swap(a: 0, b: j)
        /// 重新对堆进行调整
        adjustHeap(i: 0, l: j)
    }
    
    //
    
}

/// 归并排序
分治法将数组元素分割成最小的单元

func mergrSort() {
    func merge(arr: inout [Int], left: Int, right: Int, mid: Int) {
        var i = left //左边序列指针
        var j = mid + 1 //右边序列指针
        var newArr: [Int] = []
        while i <= mid && j <= right {
            if arr[i] <= arr[j] {
                newArr.append(arr[i])
                i += 1
            } else {
                newArr.append(arr[j])
                j += 1
            }
        }
        while i <= mid { /// 添加左边剩余元素
            newArr.append(arr[i])
            i += 1
        }
        while j <= right { // 添加右边剩余元素
            newArr.append(arr[j])
            j += 1
        }
        i = left
        var temp = 0
        /// 将新数据中的元素拷贝到元素组
        while i <= right {
            arr[i] = newArr[temp]
            temp += 1
            i += 1
        }
    }
    func sort(arr: inout [Int], left: Int, right: Int) {
        if left < right {
            let mid = (right - left)/2 + left
            sort(arr: &arr, left: left, right: mid)
            sort(arr: &arr, left: mid+1, right: right)
            merge(arr: &arr, left: left, right: right, mid: mid)
        }
    }
    //
    sort(arr: &testArr, left: 0, right: testArr.count - 1)
}

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