**Problem Statement:**
Given the required input arguments, write an efficient algorithm to solve the **Ugly Number II (K-th Ugly)** problem. Implement the required logic as specified by standard definitions for this classic algorithmic challenge.
**Hint / Expected Approach:**
Min-heap or three-pointer DP
**Edge Cases to Consider:**
- (1) k = 1 (return 1)
- (2) Large k
- (3) Counting duplicates correctly