There are three operations given:
op1 => divid by 3
op2 => divide by 2
op3 => subtract 1
Find minimal no. of operation required to convert a given no. to 1.
E.g.: To convert 10 to 1 minimum "3" operations are required as explained below
10 -> op3 = 9
9 -> op1 = 3
3 -> op1 = 1
Approach 1: Brute force
This problem can be solved using recursion. Try every possible operation till the number becomes equal to 1 and find minimum operations out of these.
class Solution { public static int noOfOperations(int n, int cur_op_count, int min_op_count) { if (cur_op_count >= min_op_count) return cur_op_count; // this indicate a invalid path(not an optimal) so return if (n == 1) return cur_op_count; int size1 = Integer.MAX_VALUE; int size2 = Integer.MAX_VALUE; int size3 = Integer.MAX_VALUE; cur_op_count = cur_op_count + 1; if (n % 3 == 0) size1 = noOfOperations(n / 3, cur_op_count, min_op_count); min_op_count = Math.min(min_op_count, size1); if (n % 2 == 0) size2 = noOfOperations(n / 2, cur_op_count, min_op_count); min_op_count = Math.min(min_op_count, size2); size3 = noOfOperations(n - 1, cur_op_count, min_op_count); return Math.min(Math.min(size1, size2), size3); } public static void main(String[] args) { System.out.println(noOfOperations(22, 0, Integer.MAX_VALUE)); } }
Approach 2: Dynamic Programming
In brute force approach we are not storing the results so recursion will try to solve same subproblem every time. Add a temporary storage to hold the result of earlier solutions and use the same for next results.
Code below demonstrate approach 2 implementation.
class Solution { public static int minOperations(int input, int[] operations){ if(input <= 1) return 0; if(operations[input] != -1) return operations[input]; int divBy3=Integer.MAX_VALUE, divBy2 = Integer.MAX_VALUE; if(input % 3 == 0){ divBy3 = minOperations(input/3, operations) + 1; } if(input % 2 == 0){ divBy2 = minOperations(input/2, operations) + 1; } int sub1 = minOperations(input - 1, operations) + 1; int min = Math.min(Math.min(divBy3, divBy2), sub1); operations[input] = min; return min; } public static void main(String[] args) { int input = 11; int[] operations = new int[input+1]; for(int i=0; i < operations.length; i++) operations[i] = -1; operations[0] = 0; operations[1] = 0; System.out.println("Min Operations : " + minOperations(input, operations)); } }Comments are welcome.
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