def adaptive_merge_sort(sequence: list) -> list: """ Sorts a list using the Adaptive Merge Sort algorithm. """ if len(sequence) < 2: return sequence aux = sequence[:] print(f"Initial sequence: {sequence}") adaptive_merge_sort_helper(sequence, aux, 0, len(sequence) - 1) print(f"Sorted sequence: {sequence}") return sequence def adaptive_merge_sort_helper(array: list, aux: list, low: int, high: int): if high <= low: return mid = (low + high) // 2 print(f"Sorting: array[{low}:{mid + 1}] and array[{mid + 1}:{high + 1}]") adaptive_merge_sort_helper(aux, array, low, mid) adaptive_merge_sort_helper(aux, array, mid + 1, high) if array[mid] <= array[mid + 1]: print(f"Skipping merge as array[{mid}] <= array[{mid + 1}]") array[low:high + 1] = aux[low:high + 1] return merge(array, aux, low, mid, high) def merge(array: list, aux: list, low: int, mid: int, high: int): print(f"Merging: array[{low}:{mid + 1}] and array[{mid + 1}:{high + 1}]") i, j = low, mid + 1 for k in range(low, high + 1): if i > mid: aux[k] = array[j] j += 1 elif j > high: aux[k] = array[i] i += 1 elif array[j] < array[i]: aux[k] = array[j] j += 1 else: aux[k] = array[i] i += 1 print(f"After merge: {aux[low:high + 1]}")