diff --git a/DIRECTORY.md b/DIRECTORY.md
index 5cf3c38..36917de 100644
--- a/DIRECTORY.md
+++ b/DIRECTORY.md
@@ -14,3 +14,9 @@
 * [recursive_bubble_sort](/sorts/recursive_bubble_sort.f90)
 * [merge_sort](/sorts/merge_sort.f90)
 * [example_usage_merge_sort](/sorts/example_usage_merge_sort.f90)
+* [heap_sort](/sorts/heap_sort.f90)
+* [example_usage_heap_sort](/sorts/example_usage_heap_sort.f90)
+* [tests_heap_sort](/sorts/tests_heap_sort.f90)
+* [gnome_sort](/sorts/gnome_sort.f90)
+* [example_usage_gnome_sort](/sorts/example_usage_gnome_sort.f90)
+* [tests_gnome_sort](/sorts/tests_gnome_sort.f90)
diff --git a/sorts/example_usage_gnome_sort.f90 b/sorts/example_usage_gnome_sort.f90
new file mode 100644
index 0000000..d9cd0c4
--- /dev/null
+++ b/sorts/example_usage_gnome_sort.f90
@@ -0,0 +1,22 @@
+!> Test program for the Gnome Sort algorithm
+
+!! This program demonstrates the use of the gnome_sort_module by sorting an array of integers.
+
+program test_gnome_sort
+    use gnome_sort_module
+    implicit none
+    integer, dimension(10) :: array      ! Test array
+    integer :: n, i
+
+    ! Initialize the test array
+    array = (/ -5, 2, 9, 1, 5, 6, -7, 8, 15, -20 /)
+    n = size(array)
+
+    ! Call gnome_sort from the module to sort the array
+    call gnome_sort(array)
+
+    print *, "Sorted array:"
+    do i = 1, n
+        print *, array(i)
+    end do
+end program test_gnome_sort
diff --git a/sorts/example_usage_heap_sort.f90 b/sorts/example_usage_heap_sort.f90
new file mode 100644
index 0000000..a394dcc
--- /dev/null
+++ b/sorts/example_usage_heap_sort.f90
@@ -0,0 +1,31 @@
+!> Example program for the Heap Sort algorithm
+!!
+!! This program demonstrates the use of the heap_sort_module by sorting an array of integers.
+
+program test_heap_sort
+    use heap_sort_module
+    implicit none
+    integer, parameter :: n = 12
+    integer :: i
+    integer, dimension(n) :: array(n)   ! Test array
+
+    ! Initialize the test array
+    array = (/ 12, 11, 13, 5, 6, 7, 3, 9, -1, 2, -12, 1 /)
+    n = size(array)
+
+    ! Print the original array
+    print *, "Original array:"
+    do i = 1, n
+        print *, array(i)
+    end do
+
+    ! Call heap_sort from the module to sort the array
+    call heap_sort(array, n)
+
+    ! Print the sorted array
+    print *, "Sorted array:"
+    do i = 1, n
+        print *, array(i)
+    end do
+
+end program test_heap_sort
diff --git a/sorts/gnome_sort.f90 b/sorts/gnome_sort.f90
new file mode 100644
index 0000000..b92e912
--- /dev/null
+++ b/sorts/gnome_sort.f90
@@ -0,0 +1,54 @@
+!> Gnome Sort Algorithm
+
+!> This module implements the Gnome Sort algorithm.
+!!
+!! Gnome Sort is a simple comparison-based sorting algorithm.
+!! It iterates through the array, comparing and swapping elements if needed.
+!!
+!! Time Complexity: O(n^2) where n is the number of elements in the input array.
+!!
+!! Input:
+!! - An array of integers.
+!!
+!! Output:
+!! - A sorted array of integers.
+module gnome_sort_module
+    implicit none
+
+contains
+
+    !> Subroutine to sort an array using Gnome Sort
+    subroutine gnome_sort(array)
+        implicit none
+        integer, dimension(:), intent(inout) :: array   ! Input/output array to be sorted
+        integer :: i, n
+
+        n = size(array)
+        i = 1
+
+        ! Gnome Sort algorithm
+        do while (i <= n)
+            if (i == 1 .or. array(i) >= array(i - 1)) then
+                i = i + 1
+            else
+                ! Swap elements
+                call swap(array(i), array(i - 1))
+                i = i - 1
+            end if
+        end do
+
+    end subroutine gnome_sort
+
+    !> Helper subroutine to swap two elements in an array
+    subroutine swap(x, y)
+        implicit none
+        integer, intent(inout) :: x, y
+        integer :: temp
+
+        temp = x
+        x = y
+        y = temp
+
+    end subroutine swap
+
+end module gnome_sort_module
diff --git a/sorts/heap_sort.f90 b/sorts/heap_sort.f90
new file mode 100644
index 0000000..9ba1bf5
--- /dev/null
+++ b/sorts/heap_sort.f90
@@ -0,0 +1,87 @@
+!> ## Heap Sort Algorithm
+!>
+!! This module implements the Heap Sort algorithm.
+!!
+!! Heap Sort is a comparison-based sorting algorithm that uses a binary heap data structure.
+!! It first builds a max heap from the input data and then repeatedly extracts the maximum
+!! element from the heap and reconstructs the heap until the array is sorted.
+!!
+!! Time Complexity: O(n log n) where n is the number of elements in the input array.
+!!
+!! Input:
+!! - An array of integers.
+!!
+!! Output:
+!! - A sorted array of integers.
+module heap_sort_module
+    implicit none
+
+contains
+
+    !> Subroutine to perform heap sort on an array
+    subroutine heap_sort(array, n)
+        implicit none
+        integer, dimension(:), intent(inout) :: array   ! Input/output array to be sorted
+        integer, intent(in) :: n                        ! Size of the array
+        integer :: i
+
+        ! Build the max heap
+        do i = n / 2, 1, -1
+            call heapify(array, n, i)
+        end do
+
+        ! Extract elements one by one from the heap
+        do i = n, 2, -1
+            ! Move the current root to the end
+            call swap(array, 1, i)
+
+            ! Call max heapify on the reduced heap
+            call heapify(array, i - 1, 1)
+        end do
+
+    end subroutine heap_sort
+
+    !> Subroutine to maintain the heap property
+    recursive subroutine heapify(array, n, i)
+        implicit none
+        integer, dimension(:), intent(inout) :: array   ! Input/output array to be heapified
+        integer, intent(in) :: n                        ! Size of the heap
+        integer, intent(in) :: i                        ! Index of the root
+        integer :: largest, left, right
+
+        largest = i
+        left = 2 * i
+        right = 2 * i + 1
+
+        ! Is Left Child is larger than Root?
+        if (left <= n .and. array(left) > array(largest)) then
+            largest = left
+        end if
+
+        ! Is Right Child larger than Largest so far?
+        if (right <= n .and. array(right) > array(largest)) then
+            largest = right
+        end if
+
+        ! Swap and heapify if Root is not the Largest
+        if (largest /= i) then
+            call swap(array, i, largest)
+            call heapify(array, n, largest)
+        end if
+
+    end subroutine heapify
+
+    !> Subroutine helper to swap two elements in an array
+    subroutine swap(array, i, j)
+        implicit none
+        integer, dimension(:), intent(inout) :: array   ! Input/output array in which elements are swapped
+        integer, intent(in) :: i, j                      ! Indices of the elements to be swapped
+        integer :: temp
+
+        temp = array(i)
+        array(i) = array(j)
+        array(j) = temp
+
+    end subroutine swap
+
+end module heap_sort_module
\ No newline at end of file
diff --git a/sorts/tests_gnome_sort.f90 b/sorts/tests_gnome_sort.f90
new file mode 100644
index 0000000..1e2bdae
--- /dev/null
+++ b/sorts/tests_gnome_sort.f90
@@ -0,0 +1,93 @@
+!> Test program for the Gnome Sort algorithm
+
+!! This program provides additional test cases to validate the gnome_sort_module.
+
+program tests_gnome_sort
+
+    use gnome_sort_module
+    implicit none
+    integer :: i
+    integer, dimension(:), allocatable :: array
+
+    ! Test 1: Repeated elements
+    print *, "Test 1: Array with repeated elements"
+    array = (/ 5, 3, 8, 3, 1, 5, 7, 5, 10, 7, 3, 1 /)
+    call run_test(array)
+
+    ! Test 2: Already sorted array
+    print *, "Test 2: Already sorted array"
+    if (allocated(array)) deallocate(array)
+    allocate(array(8))
+    array = (/ 1, 2, 3, 4, 5, 6, 7, 8 /)
+    call run_test(array)
+
+    ! Test 3: Reverse sorted array
+    print *, "Test 3: Reverse sorted array"
+    if (allocated(array)) deallocate(array)
+    allocate(array(8))
+    array = (/ 8, 7, 6, 5, 4, 3, 2, 1 /)
+    call run_test(array)
+
+    ! Test 4: Array with all negative numbers
+    print *, "Test 4: Array with all negative numbers"
+    if (allocated(array)) deallocate(array)
+    allocate(array(8))
+    array = (/ -1, -5, -3, -7, -2, -12, -15, -4 /)
+    call run_test(array)
+
+    ! Test 5: Single element array
+    print *, "Test 5: Single element array"
+    if (allocated(array)) deallocate(array)
+    allocate(array(1))
+    array = (/ 42 /)
+    call run_test(array)
+
+    ! Test 6: Array with identical elements
+    print *, "Test 6: Array with identical elements"
+    if (allocated(array)) deallocate(array)
+    allocate(array(5))
+    array = (/ 7, 7, 7, 7, 7 /)
+    call run_test(array)
+
+    ! Test 7: Array with alternating high and low values
+    print *, "Test 7: Array with alternating high and low values"
+    if (allocated(array)) deallocate(array)
+    allocate(array(6))
+    array = (/ 1, 1000, 2, 999, 3, 998 /)
+    call run_test(array)
+
+    ! Test 8: Empty array
+    print *, "Test 8: Empty array"
+    if (allocated(array)) deallocate(array)
+    allocate(array(0))
+    call run_test(array)
+
+contains
+
+    !> Subroutine to run and print the gnome sort test
+    subroutine run_test(array)
+        integer, dimension(:), intent(inout) :: array
+        integer :: n, i
+
+        n = size(array)
+
+        ! Print original array
+        print *, "Original array:"
+        do i = 1, n
+            print *, array(i)
+        end do
+
+        ! Call gnome_sort
+        call gnome_sort(array)
+
+        ! Print sorted array
+        print *, "Sorted array:"
+        do i = 1, n
+            print *, array(i)
+        end do
+
+        print *, ""
+    end subroutine run_test
+
+
+end program tests_gnome_sort
\ No newline at end of file
diff --git a/sorts/tests_heap_sort.f90 b/sorts/tests_heap_sort.f90
new file mode 100644
index 0000000..1961d80
--- /dev/null
+++ b/sorts/tests_heap_sort.f90
@@ -0,0 +1,93 @@
+!> Test program for the Heap Sort algorithm
+
+!! This program provides additional test cases to validate the heap_sort_module.
+
+program tests_heap_sort
+
+    use heap_sort_module
+    implicit none
+    integer :: i
+    integer, dimension(:), allocatable :: array
+
+    ! Test 1: Repeated elements
+    print *, "Test 1: Array with repeated elements"
+    array = (/ 5, 3, 8, 3, 1, 5, 7, 5, 10, 7, 3, 1 /)
+    call run_test(array)
+
+    ! Test 2: Already sorted array
+    print *, "Test 2: Already sorted array"
+    if (allocated(array)) deallocate(array)
+    allocate(array(8))
+    array = (/ 1, 2, 3, 4, 5, 6, 7, 8 /)
+    call run_test(array)
+
+    ! Test 3: Reverse sorted array
+    print *, "Test 3: Reverse sorted array"
+    if (allocated(array)) deallocate(array)
+    allocate(array(8))
+    array = (/ 8, 7, 6, 5, 4, 3, 2, 1 /)
+    call run_test(array)
+
+    ! Test 4: Array with all negative numbers
+    print *, "Test 4: Array with all negative numbers"
+    if (allocated(array)) deallocate(array)
+    allocate(array(8))
+    array = (/ -1, -5, -3, -7, -2, -12, -15, -4 /)
+    call run_test(array)
+
+    ! Test 5: Single element array
+    print *, "Test 5: Single element array"
+    if (allocated(array)) deallocate(array)
+    allocate(array(1))
+    array = (/ 42 /)
+    call run_test(array)
+
+    ! Test 6: Array with identical elements
+    print *, "Test 6: Array with identical elements"
+    if (allocated(array)) deallocate(array)
+    allocate(array(5))
+    array = (/ 7, 7, 7, 7, 7 /)
+    call run_test(array)
+
+    ! Test 7: Array with alternating high and low values
+    print *, "Test 7: Array with alternating high and low values"
+    if (allocated(array)) deallocate(array)
+    allocate(array(6))
+    array = (/ 1, 1000, 2, 999, 3, 998 /)
+    call run_test(array)
+
+    ! Test 8: Empty array
+    print *, "Test 8: Empty array"
+    if (allocated(array)) deallocate(array)
+    allocate(array(0))
+    call run_test(array)
+
+contains
+
+    !> Subroutine to run and print the heap sort test
+    subroutine run_test(array)
+        integer, dimension(:), intent(inout) :: array
+        integer :: n, i
+
+        n = size(array)
+
+        ! Print original array
+        print *, "Original array:"
+        do i = 1, n
+            print *, array(i)
+        end do
+
+        ! Call heap_sort
+        call heap_sort(array, n)
+
+        ! Print sorted array
+        print *, "Sorted array:"
+        do i = 1, n
+            print *, array(i)
+        end do
+
+        print *, ""
+    end subroutine run_test
+
+
+end program tests_heap_sort
\ No newline at end of file