Welcome to this insightful session, where our aim is to master the complexities of the illustrious applications of sorting algorithms. Today's voyage links two problems: "Find the K-th Ordinal Statistic in a List" and "Count the Number of Inversions in a List". These problems mirror practical scenarios, and the efficient techniques used to solve them present valuable demonstrations of the application of sorting algorithms. By solving these two problems, we'll see how Quick Sort
and Merge Sort
knowledge applies here and helps provide efficient implementations for both questions.
Let's dive into these captivating problems!
Our first problem presents a list of integers and the number k
. The challenge is finding the k
-th smallest element in that given list. To further elucidate, k
starts from 1
, so for k = 1
, you are seeking to find the smallest element; if k = 2
, you're searching for the second smallest element, and so on. By the conclusion of this lesson, you'll be highly skilled at performing this task!
