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Parity: Parity of a number refers to whether it contains an odd or even number of 1-bits. The number has "odd parity" if it contains an odd number of 1-bits and is "even parity" if it contains an even number of 1-bits.
The main idea of the below solution is - Loop while n is not 0 and in loop unset one of the set bits and invert parity.
Algorithm: getParity(n) 1. Initialize parity = 0 2. Loop while n != 0 a. Invert parity parity = !parity b. Unset rightmost set bit n = n & (n-1) 3. return parity Example: Initialize: n = 13 (1101) parity = 0 n = 13 & 12 = 12 (1100) parity = 1 n = 12 & 11 = 8 (1000) parity = 0 n = 8 & 7 = 0 (0000) parity = 1
Program:
Parity of no 7 = odd
Above solution can be optimized by using lookup table. Please refer to Bit Twiddle Hacks[1st reference] for details.
Time Complexity: The time taken by above algorithm is proportional to the number of bits set. Worst case complexity is O(Log n).
Auxiliary Space: O(1)
Another approach: (Using built-in-function)
Parity of no 7 = odd
Time Complexity: O(1)
Auxiliary Space: O(1)
Another Approach: Mapping numbers with the bit
We can use a map or an array of the number of bits to form a nibble (a nibble consists of 4 bits, so a 16 - length array would be required). Then, we can get the nibbles of a given number.
This approach can be summarized into the following steps:
1. Build the 16 length array of the number of bits to form a nibble - { 0, 1, 1, 2, 1, 2, 2, 3, 1, 2, 2, 3, 2, 3, 3, 4 }
2. Recursively count the set of the bits by taking the last nibble (4 bits) from the array using the formula num & 0xf and then getting each successive nibble by discarding the last 4 bits using >> operator.
3. Check the parity: if the number of set bits is even, ie numOfSetBits % 2 == 0, then the number is of even parity. Else, it is of odd parity.
Parity of no 7 = odd
Time Complexity: O(1)
Auxiliary Space: O(1)
Uses: Parity is used in error detection and cryptography.
References:
http://graphics.stanford.edu/~seander/bithacks.html#ParityNaive - last checked on 30 May 2009.