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| 1 | +package com.thealgorithms.sorts; |
| 2 | + |
| 3 | +/** |
| 4 | + * Smooth Sort is an in-place, comparison-based sorting algorithm proposed by Edsger W. Dijkstra (1981). |
| 5 | + * |
| 6 | + * <p>It can be viewed as a variant of heapsort that maintains a forest of heap-ordered Leonardo trees |
| 7 | + * (trees whose sizes are Leonardo numbers). The algorithm is adaptive: when the input is already |
| 8 | + * sorted or nearly sorted, the heap invariants are often satisfied and the expensive rebalancing |
| 9 | + * operations do little work, yielding near-linear behavior. |
| 10 | + * |
| 11 | + * <p>Time Complexity: |
| 12 | + * <ul> |
| 13 | + * <li>Best case: O(n) for already sorted input</li> |
| 14 | + * <li>Average case: O(n log n)</li> |
| 15 | + * <li>Worst case: O(n log n)</li> |
| 16 | + * </ul> |
| 17 | + * |
| 18 | + * <p>Space Complexity: O(1) auxiliary space (in-place). |
| 19 | + * |
| 20 | + * @see <a href="https://en.wikipedia.org/wiki/Smoothsort">Smoothsort</a> |
| 21 | + * @see <a href="https://en.wikipedia.org/wiki/Leonardo_number">Leonardo numbers</a> |
| 22 | + * @see SortAlgorithm |
| 23 | + */ |
| 24 | +public class SmoothSort implements SortAlgorithm { |
| 25 | + |
| 26 | + /** |
| 27 | + * Leonardo numbers (L(0) = L(1) = 1, L(k+2) = L(k+1) + L(k) + 1) up to the largest value that |
| 28 | + * fits into a signed 32-bit integer. |
| 29 | + */ |
| 30 | + private static final int[] LEONARDO = {1, 1, 3, 5, 9, 15, 25, 41, 67, 109, 177, 287, 465, 753, 1219, 1973, 3193, 5167, 8361, 13529, 21891, 35421, 57313, 92735, 150049, 242785, 392835, 635621, 1028457, 1664079, 2692537, 4356617, 7049155, 11405773, 18454929, 29860703, 48315633, 78176337, |
| 31 | + 126491971, 204668309, 331160281, 535828591, 866988873, 1402817465}; |
| 32 | + |
| 33 | + /** |
| 34 | + * Sorts the given array in ascending order using Smooth Sort. |
| 35 | + * |
| 36 | + * @param array the array to sort |
| 37 | + * @param <T> the element type |
| 38 | + * @return the sorted array |
| 39 | + */ |
| 40 | + @Override |
| 41 | + public <T extends Comparable<T>> T[] sort(final T[] array) { |
| 42 | + if (array.length < 2) { |
| 43 | + return array; |
| 44 | + } |
| 45 | + |
| 46 | + final int last = array.length - 1; |
| 47 | + |
| 48 | + // The forest shape is encoded as (p, pshift): p is a bit-vector of present tree orders, |
| 49 | + // shifted right by pshift. pshift is the order of the rightmost (current) Leonardo tree. |
| 50 | + long p = 1L; |
| 51 | + int pshift = 1; |
| 52 | + |
| 53 | + int head = 0; |
| 54 | + while (head < last) { |
| 55 | + if ((p & 3L) == 3L) { |
| 56 | + sift(array, pshift, head); |
| 57 | + p >>>= 2; |
| 58 | + pshift += 2; |
| 59 | + } else { |
| 60 | + // Add a new singleton tree; if it will not be merged anymore, we must fully trinkle. |
| 61 | + if (LEONARDO[pshift - 1] >= last - head) { |
| 62 | + trinkle(array, p, pshift, head, false); |
| 63 | + } else { |
| 64 | + // This tree will be merged later, so it is enough to restore its internal heap property. |
| 65 | + sift(array, pshift, head); |
| 66 | + } |
| 67 | + |
| 68 | + if (pshift == 1) { |
| 69 | + // If L(1) is used, the new singleton is L(0). |
| 70 | + p <<= 1; |
| 71 | + pshift = 0; |
| 72 | + } else { |
| 73 | + // Otherwise, shift to order 1 and append a singleton of order 1. |
| 74 | + p <<= (pshift - 1); |
| 75 | + pshift = 1; |
| 76 | + } |
| 77 | + } |
| 78 | + |
| 79 | + p |= 1L; |
| 80 | + head++; |
| 81 | + } |
| 82 | + |
| 83 | + trinkle(array, p, pshift, head, false); |
| 84 | + |
| 85 | + // Repeatedly remove the maximum (always at head) by shrinking the heap region. |
| 86 | + while (pshift != 1 || p != 1L) { |
| 87 | + if (pshift <= 1) { |
| 88 | + // Rightmost tree is a singleton (order 0 or 1). Move to the previous tree root. |
| 89 | + final long mask = p & ~1L; |
| 90 | + final int shift = Long.numberOfTrailingZeros(mask); |
| 91 | + p >>>= shift; |
| 92 | + pshift += shift; |
| 93 | + } else { |
| 94 | + // Split a tree of order (pshift) into two children trees of orders (pshift-1) and (pshift-2). |
| 95 | + p <<= 2; |
| 96 | + p ^= 7L; |
| 97 | + pshift -= 2; |
| 98 | + |
| 99 | + trinkle(array, p >>> 1, pshift + 1, head - LEONARDO[pshift] - 1, true); |
| 100 | + trinkle(array, p, pshift, head - 1, true); |
| 101 | + } |
| 102 | + |
| 103 | + head--; |
| 104 | + } |
| 105 | + |
| 106 | + return array; |
| 107 | + } |
| 108 | + |
| 109 | + private static <T extends Comparable<T>> void sift(final T[] array, int order, int root) { |
| 110 | + final T value = array[root]; |
| 111 | + |
| 112 | + while (order > 1) { |
| 113 | + final int right = root - 1; |
| 114 | + final int left = root - 1 - LEONARDO[order - 2]; |
| 115 | + |
| 116 | + if (!SortUtils.less(value, array[left]) && !SortUtils.less(value, array[right])) { |
| 117 | + break; |
| 118 | + } |
| 119 | + |
| 120 | + if (!SortUtils.less(array[left], array[right])) { |
| 121 | + array[root] = array[left]; |
| 122 | + root = left; |
| 123 | + order -= 1; |
| 124 | + } else { |
| 125 | + array[root] = array[right]; |
| 126 | + root = right; |
| 127 | + order -= 2; |
| 128 | + } |
| 129 | + } |
| 130 | + |
| 131 | + array[root] = value; |
| 132 | + } |
| 133 | + |
| 134 | + private static <T extends Comparable<T>> void trinkle(final T[] array, long p, int order, int root, boolean trusty) { |
| 135 | + final T value = array[root]; |
| 136 | + |
| 137 | + while (p != 1L) { |
| 138 | + final int stepson = root - LEONARDO[order]; |
| 139 | + |
| 140 | + if (!SortUtils.less(value, array[stepson])) { |
| 141 | + break; |
| 142 | + } |
| 143 | + |
| 144 | + if (!trusty && order > 1) { |
| 145 | + final int right = root - 1; |
| 146 | + final int left = root - 1 - LEONARDO[order - 2]; |
| 147 | + |
| 148 | + if (!SortUtils.less(array[right], array[stepson]) || !SortUtils.less(array[left], array[stepson])) { |
| 149 | + break; |
| 150 | + } |
| 151 | + } |
| 152 | + |
| 153 | + array[root] = array[stepson]; |
| 154 | + root = stepson; |
| 155 | + |
| 156 | + final long mask = p & ~1L; |
| 157 | + final int shift = Long.numberOfTrailingZeros(mask); |
| 158 | + p >>>= shift; |
| 159 | + order += shift; |
| 160 | + trusty = false; |
| 161 | + } |
| 162 | + |
| 163 | + if (!trusty) { |
| 164 | + array[root] = value; |
| 165 | + sift(array, order, root); |
| 166 | + } |
| 167 | + } |
| 168 | +} |
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