Gray Code
To solve this coding challenge, we need to generate an n-bit Gray code sequence that satisfies the given conditions. Let's break down the problem and understand the requirements before moving to the detailed steps.
Explanation:
Gray Code is a binary numeral system where two successive values differ in only one bit. Given an integer \( n \), we need to generate a sequence of numbers such that:- Each number is in the range \([0, 2^n - 1]\).
- The first number in the sequence is 0.
- Each number appears at most once in the sequence.
- The binary representation of every pair of adjacent numbers differs by exactly one bit.
- The binary representation of the first and last numbers also differ by exactly one bit. A Gray code sequence can be constructed using the formula: \( Gray(i) = i \oplus (i >> 1) \), where \( \oplus \) denotes the bitwise XOR operation and \( >> \) the right shift. This formula ensures that each number in the sequence differs from the previous one by only one bit.
- Initialization :
- Determine the total number of elements in the Gray code sequence for \( n \) bits, which is \( 2^n \).
-
Initialize an empty list called
result
- Generate Gray Code :
- Iterate over all integers from 0 to \( 2^n - 1 \).
- For each integer \( i \), calculate the Gray code using the formula \( i \oplus (i >> 1) \).
-
Append the result to the
result
- Return the Result :
-
After generating all Gray codes, return the
result
Step-by-Step Explanation:
Detailed Steps in Pseudocode:
# Initialize the number of elements in the Gray code sequence
total_elements = 2^n
# Initialize an empty list to store the Gray code sequence
result = []
# Loop over each integer from 0 to total_elements - 1
FOR i FROM 0 TO total_elements - 1 DO
# Calculate the Gray code for the current integer
gray_code = i XOR (i >> 1)
# Append the Gray code to the result list
APPEND gray_code TO result
END FOR
# Return the final Gray code sequence
RETURN result
Explanation of the Pseudocode:
- total_elements = 2^n : This step determines that the total number of Gray codes for an n-bit sequence is \( 2^n \).
- result = [] : We initialize an empty list to store the sequence.
- FOR i FROM 0 TO total_elements - 1 : Iterate over all integers from 0 to \( 2^n - 1 \).
- gray_code = i XOR (i >> 1) : For each integer \( i \), calculate its Gray code representation by using the bitwise XOR of \( i \) and \( i \) right-shifted by 1.
-
APPEND gray_code TO result
: Append the calculated Gray code to the
result
-
RETURN result
: After completing the loop, return the
result