diff --git a/src/main/java/com/thealgorithms/sorts/SmoothSort.java b/src/main/java/com/thealgorithms/sorts/SmoothSort.java
new file mode 100644
index 000000000000..c45d6f1f02b2
--- /dev/null
+++ b/src/main/java/com/thealgorithms/sorts/SmoothSort.java
@@ -0,0 +1,168 @@
+package com.thealgorithms.sorts;
+
+/**
+ * Smooth Sort is an in-place, comparison-based sorting algorithm proposed by Edsger W. Dijkstra (1981).
+ *
+ * <p>It can be viewed as a variant of heapsort that maintains a forest of heap-ordered Leonardo trees
+ * (trees whose sizes are Leonardo numbers). The algorithm is adaptive: when the input is already
+ * sorted or nearly sorted, the heap invariants are often satisfied and the expensive rebalancing
+ * operations do little work, yielding near-linear behavior.
+ *
+ * <p>Time Complexity:
+ * <ul>
+ *   <li>Best case: O(n) for already sorted input</li>
+ *   <li>Average case: O(n log n)</li>
+ *   <li>Worst case: O(n log n)</li>
+ * </ul>
+ *
+ * <p>Space Complexity: O(1) auxiliary space (in-place).
+ *
+ * @see <a href="https://en.wikipedia.org/wiki/Smoothsort">Smoothsort</a>
+ * @see <a href="https://en.wikipedia.org/wiki/Leonardo_number">Leonardo numbers</a>
+ * @see SortAlgorithm
+ */
+public class SmoothSort implements SortAlgorithm {
+
+    /**
+     * Leonardo numbers (L(0) = L(1) = 1, L(k+2) = L(k+1) + L(k) + 1) up to the largest value that
+     * fits into a signed 32-bit integer.
+     */
+    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,
+        126491971, 204668309, 331160281, 535828591, 866988873, 1402817465};
+
+    /**
+     * Sorts the given array in ascending order using Smooth Sort.
+     *
+     * @param array the array to sort
+     * @param <T>   the element type
+     * @return the sorted array
+     */
+    @Override
+    public <T extends Comparable<T>> T[] sort(final T[] array) {
+        if (array.length < 2) {
+            return array;
+        }
+
+        final int last = array.length - 1;
+
+        // The forest shape is encoded as (p, pshift): p is a bit-vector of present tree orders,
+        // shifted right by pshift. pshift is the order of the rightmost (current) Leonardo tree.
+        long p = 1L;
+        int pshift = 1;
+
+        int head = 0;
+        while (head < last) {
+            if ((p & 3L) == 3L) {
+                sift(array, pshift, head);
+                p >>>= 2;
+                pshift += 2;
+            } else {
+                // Add a new singleton tree; if it will not be merged anymore, we must fully trinkle.
+                if (LEONARDO[pshift - 1] >= last - head) {
+                    trinkle(array, p, pshift, head, false);
+                } else {
+                    // This tree will be merged later, so it is enough to restore its internal heap property.
+                    sift(array, pshift, head);
+                }
+
+                if (pshift == 1) {
+                    // If L(1) is used, the new singleton is L(0).
+                    p <<= 1;
+                    pshift = 0;
+                } else {
+                    // Otherwise, shift to order 1 and append a singleton of order 1.
+                    p <<= (pshift - 1);
+                    pshift = 1;
+                }
+            }
+
+            p |= 1L;
+            head++;
+        }
+
+        trinkle(array, p, pshift, head, false);
+
+        // Repeatedly remove the maximum (always at head) by shrinking the heap region.
+        while (pshift != 1 || p != 1L) {
+            if (pshift <= 1) {
+                // Rightmost tree is a singleton (order 0 or 1). Move to the previous tree root.
+                final long mask = p & ~1L;
+                final int shift = Long.numberOfTrailingZeros(mask);
+                p >>>= shift;
+                pshift += shift;
+            } else {
+                // Split a tree of order (pshift) into two children trees of orders (pshift-1) and (pshift-2).
+                p <<= 2;
+                p ^= 7L;
+                pshift -= 2;
+
+                trinkle(array, p >>> 1, pshift + 1, head - LEONARDO[pshift] - 1, true);
+                trinkle(array, p, pshift, head - 1, true);
+            }
+
+            head--;
+        }
+
+        return array;
+    }
+
+    private static <T extends Comparable<T>> void sift(final T[] array, int order, int root) {
+        final T value = array[root];
+
+        while (order > 1) {
+            final int right = root - 1;
+            final int left = root - 1 - LEONARDO[order - 2];
+
+            if (!SortUtils.less(value, array[left]) && !SortUtils.less(value, array[right])) {
+                break;
+            }
+
+            if (!SortUtils.less(array[left], array[right])) {
+                array[root] = array[left];
+                root = left;
+                order -= 1;
+            } else {
+                array[root] = array[right];
+                root = right;
+                order -= 2;
+            }
+        }
+
+        array[root] = value;
+    }
+
+    private static <T extends Comparable<T>> void trinkle(final T[] array, long p, int order, int root, boolean trusty) {
+        final T value = array[root];
+
+        while (p != 1L) {
+            final int stepson = root - LEONARDO[order];
+
+            if (!SortUtils.less(value, array[stepson])) {
+                break;
+            }
+
+            if (!trusty && order > 1) {
+                final int right = root - 1;
+                final int left = root - 1 - LEONARDO[order - 2];
+
+                if (!SortUtils.less(array[right], array[stepson]) || !SortUtils.less(array[left], array[stepson])) {
+                    break;
+                }
+            }
+
+            array[root] = array[stepson];
+            root = stepson;
+
+            final long mask = p & ~1L;
+            final int shift = Long.numberOfTrailingZeros(mask);
+            p >>>= shift;
+            order += shift;
+            trusty = false;
+        }
+
+        if (!trusty) {
+            array[root] = value;
+            sift(array, order, root);
+        }
+    }
+}
diff --git a/src/test/java/com/thealgorithms/sorts/SmoothSortTest.java b/src/test/java/com/thealgorithms/sorts/SmoothSortTest.java
new file mode 100644
index 000000000000..8df0502e80e7
--- /dev/null
+++ b/src/test/java/com/thealgorithms/sorts/SmoothSortTest.java
@@ -0,0 +1,8 @@
+package com.thealgorithms.sorts;
+
+public class SmoothSortTest extends SortingAlgorithmTest {
+    @Override
+    SortAlgorithm getSortAlgorithm() {
+        return new SmoothSort();
+    }
+}