Check divisibility in a binary stream
Stream of binary number is coming, the task is to tell the number formed so far is divisible by a given number n. At any given time, you will get 0 or 1 and tell whether the number formed with these bits is divisible by n or not. Generally, e-commerce companies ask this type of questions. It was asked me in Microsoft interview. Actually that question was a bit simple, interviewer fixed the n to 3.
Method 1 (Simple but causes overflow):Keep on calculating the number formed and just check divisibility by n.
Problem in this solution: What about the overflow. Since 0 and 1 will keep on coming and the number formed will go out of range of integer.
Method 2 (Doesn’t cause overflow) :In this solution, we just maintain the remainder if remainder is 0, the formed number is divisible by n otherwise not. This is the same technique that is used in Automata to remember the state. Here also we are remembering the state of divisibility of input number. In order to implement this technique, we need to observe how the value of a binary number changes, when it is appended by 0 or 1. Let’s take an example. Suppose you have binary number 1. If it is appended by 0 it will become 10 (2 in decimal) means 2 times of the previous value. If it is appended by 1 it will become 11(3 in decimal), 2 times of previous value +1.
How does it help in getting the remainder?
Any number (n) can be written in the form m = an + r where a, n and r are integers and r is the remainder. So when m is multiplied by any number so the remainder. Suppose m is multiplied by x so m will be mx = xan + xr. so (mx)%n = (xan)%n + (xr)%n = 0 + (xr)%n = (xr)%n; We need to just do the above calculation (calculation of value of number when it is appended by 0 or 1 ) only over remainder.
When a binary number is appended by 0 (means multiplied by 2), the new remainder can be calculated based on current remainder only. r = 2*r % n; And when a binary number is appended by 1. r = (2*r + 1) % n;
1 0 1 0 1 -1
Press any key other than 0 and 1 to terminate no no no no yes
Time Complexity: O(N), where N is the number of inputs
Auxiliary Space: O(1)
Related Articles: DFA based division Check if a stream is Multiple of 3 This article is contributed by Puneet. If you like GeeksforGeeks and would like to contribute, you can also write an article using write.geeksforgeeks.org or mail your article to firstname.lastname@example.org. See your article appearing on the GeeksforGeeks main page and help other Geeks. Please write comments if you find anything incorrect, or you want to share more information about the topic discussed above