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| 1 | +/** |
| 2 | + * @Description:桶排序算法 |
| 3 | + * @Author: Hoda |
| 4 | + * @Date: Create in 2019-06-01 |
| 5 | + * @Modified By: |
| 6 | + * @Modified Date: |
| 7 | + */ |
| 8 | +public class BucketSort { |
| 9 | + |
| 10 | + /** |
| 11 | + * 桶排序 |
| 12 | + * |
| 13 | + * @param arr 数组 |
| 14 | + * @param bucketSize 桶容量 |
| 15 | + */ |
| 16 | + public static void bucketSort(int[] arr, int bucketSize) { |
| 17 | + if (arr.length == 0) { |
| 18 | + return; |
| 19 | + } |
| 20 | + |
| 21 | + // 数组最小值 |
| 22 | + int minValue = arr[0]; |
| 23 | + // 数组最大值 |
| 24 | + int maxValue = arr[1]; |
| 25 | + for (int i = 0; i < arr.length; i++) { |
| 26 | + if (arr[i] < minValue) { |
| 27 | + minValue = arr[i]; |
| 28 | + } else if (arr[i] > maxValue) { |
| 29 | + maxValue = arr[i]; |
| 30 | + } |
| 31 | + } |
| 32 | + |
| 33 | + // 桶数量 |
| 34 | + int bucketCount = (maxValue - minValue) / bucketSize + 1; |
| 35 | + int[][] buckets = new int[bucketCount][bucketSize]; |
| 36 | + int[] indexArr = new int[bucketCount]; |
| 37 | + |
| 38 | + // 将数组中值分配到各个桶里 |
| 39 | + for (int i = 0; i < arr.length; i++) { |
| 40 | + int bucketIndex = (arr[i] - minValue) / bucketSize; |
| 41 | + if (indexArr[bucketIndex] == buckets[bucketIndex].length) { |
| 42 | + ensureCapacity(buckets, bucketIndex); |
| 43 | + } |
| 44 | + buckets[bucketIndex][indexArr[bucketIndex]++] = arr[i]; |
| 45 | + } |
| 46 | + |
| 47 | + // 对每个桶进行排序,这里使用了快速排序 |
| 48 | + int k = 0; |
| 49 | + for (int i = 0; i < buckets.length; i++) { |
| 50 | + if (indexArr[i] == 0) { |
| 51 | + continue; |
| 52 | + } |
| 53 | + quickSortC(buckets[i], 0, indexArr[i] - 1); |
| 54 | + for (int j = 0; j < indexArr[i]; j++) { |
| 55 | + arr[k++] = buckets[i][j]; |
| 56 | + } |
| 57 | + } |
| 58 | + } |
| 59 | + |
| 60 | + /** |
| 61 | + * 数组扩容 |
| 62 | + * |
| 63 | + * @param buckets |
| 64 | + * @param bucketIndex |
| 65 | + */ |
| 66 | + private static void ensureCapacity(int[][] buckets, int bucketIndex) { |
| 67 | + int[] tempArr = buckets[bucketIndex]; |
| 68 | + int[] newArr = new int[tempArr.length * 2]; |
| 69 | + for (int j = 0; j < tempArr.length; j++) { |
| 70 | + newArr[j] = tempArr[j]; |
| 71 | + } |
| 72 | + buckets[bucketIndex] = newArr; |
| 73 | + } |
| 74 | + |
| 75 | + /** |
| 76 | + * 快速排序递归函数 |
| 77 | + * |
| 78 | + * @param arr |
| 79 | + * @param p |
| 80 | + * @param r |
| 81 | + */ |
| 82 | + private static void quickSortC(int[] arr, int p, int r) { |
| 83 | + if (p >= r) { |
| 84 | + return; |
| 85 | + } |
| 86 | + |
| 87 | + int q = partition(arr, p, r); |
| 88 | + quickSortC(arr, p, q - 1); |
| 89 | + quickSortC(arr, q + 1, r); |
| 90 | + } |
| 91 | + |
| 92 | + /** |
| 93 | + * 分区函数 |
| 94 | + * |
| 95 | + * @param arr |
| 96 | + * @param p |
| 97 | + * @param r |
| 98 | + * @return 分区点位置 |
| 99 | + */ |
| 100 | + private static int partition(int[] arr, int p, int r) { |
| 101 | + int pivot = arr[r]; |
| 102 | + int i = p; |
| 103 | + for (int j = p; j < r; j++) { |
| 104 | + if (arr[j] <= pivot) { |
| 105 | + swap(arr, i, j); |
| 106 | + i++; |
| 107 | + } |
| 108 | + } |
| 109 | + |
| 110 | + swap(arr, i, r); |
| 111 | + return i; |
| 112 | + } |
| 113 | + |
| 114 | + /** |
| 115 | + * 交换 |
| 116 | + * |
| 117 | + * @param arr |
| 118 | + * @param i |
| 119 | + * @param j |
| 120 | + */ |
| 121 | + private static void swap(int[] arr, int i, int j) { |
| 122 | + if (i == j) { |
| 123 | + return; |
| 124 | + } |
| 125 | + |
| 126 | + int tmp = arr[i]; |
| 127 | + arr[i] = arr[j]; |
| 128 | + arr[j] = tmp; |
| 129 | + } |
| 130 | +} |
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