Integer to Roman Algorithm Time Complexity

Viewed 2133

Question: Roman numerals are represented by seven different symbols: I, V, X, L, C, D and M.

Symbol       Value
I             1
V             5
X             10
L             50
C             100
D             500
M             1000

For example, two is written as II in Roman numeral, just two one's added together. Twelve is written as, XII, which is simply X + II. The number twenty seven is written as XXVII, which is XX + V + II.

Roman numerals are usually written largest to smallest from left to right. However, the numeral for four is not IIII. Instead, the number four is written as IV. Because the one is before the five we subtract it making four. The same principle applies to the number nine, which is written as IX. There are six instances where subtraction is used:

I can be placed before V (5) and X (10) to make 4 and 9. X can be placed before L (50) and C (100) to make 40 and 90. C can be placed before D (500) and M (1000) to make 400 and 900. Given an integer, convert it to a roman numeral. Input is guaranteed to be within the range from 1 to 3999.

Example 1: Input: 3 Output: "III"

Example 2: Input: 4 Output: "IV"

Example 3: Input: 9 Output: "IX"

Example 4: Input: 58 Output: "LVIII" Explanation: L = 50, V = 5, III = 3.

Example 5: Input: 1994 Output: "MCMXCIV" Explanation: M = 1000, CM = 900, XC = 90 and IV = 4.


Answer:

#include <unordered_map>
using namespace std;

class Solution {
    public:
        string intToRoman(int num) {
            
            /*
                Symbol       Value
                I             1
                IV            4
                V             5
                IX            9
                X             10
                XL            40
                L             50
                XC            90
                C             100
                CD            400
                D             500
                CM            900
                M             1000      
            */
         
            vector<string> romanStr {"I", "IV", "V", "IX", "X", "XL", 
                                     "L", "XC", "C", "CD", "D", "CM", "M"};
            vector<int> numVals {1, 4, 5, 9, 10, 40, 50, 90, 100, 400, 500, 900, 1000};
            
            string roman;
            
                while (num != 0) {

                    for (int i = numVals.size() - 1; i >= 0; i--) {

                        if (num - numVals.at(i) < 0) continue;

                        num -= numVals.at(i);
                        roman += romanStr.at(i);

                        break;
                    }

                }
            
            return roman;
            
            
        }
};

This code converts an integer to it's roman numeral equivalent. But I am unsure if it is O(1) or O(N) time complexity where N is the value of num. I think it's O(N) because the number of iterations depends on the value of num?

2 Answers

It is O(n) as for a very big number n you would need n/1000 many Ms. Remember, we are interested im arbitrarily large number. O(n/1000) = O(n). Also mind that this should be considered exponential, as n can be encoded by O(log n) bits. For a finite set of inputs it would obviously be O(1) as stated in the comments.

Becuase the input is guaranteed to be within the range from 1 to 3999, we can just call it O(1), becuase the question doesn't even matter for 'big n'. (anyway, its not such an intersting question for time complexity analysis becuase of this, and I kindly suggest you just move on.)

Related