Question

i have following problem from book introduction algorithm second edition by MIT university

problem is following

An array A[1 . . n] contains all the integers from 0 to n except one. It would be easy
to determine the missing integer in O(n) time by using an auxiliary array B[0 . . n]
to record which numbers appear in A. In this problem, however, we cannot access
an entire integer in A with a single operation. The elements of A are represented
in binary, and the only operation we can use to access them is “fetch the j th bit
of A[i],” which takes constant time.

Show that if we use only this operation, we can still determine the missing integer in O(n) time

please help

Answer 1

Call your missing number M.

You can split your array into two parts depending on whether the least significant bit of A[i] is a 1 or a 0. The smaller of the two parts (call it P_1) is at most (n-1)/2 elements in size, and it tells you whether M‘s least significant bit is a 1 or a 0.

Now consider the 2nd bit for the elements of P_1. Again, this part can be split in two, and the smaller of the two parts (P_2) tells you whether this bit should be a 1 or a 0.

Carry on going (P_3, P_4, …) until you’ve worked out what all the bits are.

You can prove that this is O(n) because you are essentially looking at n + n/2 + n/4 + ... different individual bits in your array, and this sum is less than 2n.