Permutation Sequence
To solve this coding challenge, we need to determine the kth permutation sequence of the numbers from 1 to n, arranged in a specific order. The task requires us to generate permutations efficiently without listing all permutations explicitly due to the factorial growth rate in the number of permutations.
Below are the logical steps and pseudocode:
Explanation
Understanding the problem requires knowledge about permutations and factorials. Specifically, in total there are \( n! \) permutations for a sequence from 1 to n. The key insight is that we can determine the kth permutation by successively deciding the leading digit and adjusting the sequence accordingly.- Factorial Calculation : First, we need a helper function to calculate the factorial of a number, which helps in determining the number of permutations starting with a particular digit.
- Adjust Index : Convert k from a 1-based index to a 0-based index for easier calculation.
-
Digit Selection
: At each step, decide which digit will be the next in the permutation by dividing
k
- Update Sequence : Remove the selected digit from the pool and reduce k accordingly.
- Loop Until Done : Repeat the above process until all digits are selected and sequenced.
- Calculate Factorial :
-
Create a helper function
getFactorial(num)
num
- Initial Setup :
-
Create a list
nums
-
Compute the factorial of n using
getFactorial(n)
- Decrement k by 1 to make it zero-based (for easier indexing in a list/array).
- Select Digits to Form Permutation :
-
Initialize an empty string
result
- While n > 0:
-
Compute
factorial = factorial // n
-
Determine the index using
index = k // factorial
-
Append the number at
nums[index]
result
-
Update
k
k = k % factorial
-
Remove the used number from
nums
- Decrement n.
- Return Result .
Detailed Steps in Pseudocode
Pseudocode
# Function to calculate the factorial of a number.
function getFactorial(num):
result = 1
for i from 1 to num:
result *= i
return result
# Function to get the kth permutation sequence.
function getPermutation(n, k):
# Step 1: Initialize the numbers list and calculate the initial factorial
nums = [str(i) for i in range(1, n + 1)]
factorial = getFactorial(n)
k -= 1 # Step 2: Convert to zero-based index
result = "" # Step 3: Initialize the result string
# Step 4: Form the kth permutation by selecting digits
while n > 0:
factorial //= n # Update factorial to the factorial for (n-1)
index = k // factorial # Determine the index of the next digit
result += nums[index] # Append that digit to result
k %= factorial # Update k to the new relative index
nums.remove(nums[index]) # Remove used digit from the list
n -= 1 # Decrement n
# Step 5: Return the permutation as a string
return result
# Example function calls
getPermutation(3, 3) # Expected output "213"
getPermutation(4, 9) # Expected output "2314"
getPermutation(3, 1) # Expected output "123"
With this detailed explanation and pseudocode, we can thoroughly understand the steps necessary to derive the kth permutation and implement our solution effectively.