Binary Search pattern

Kth Smallest in a Sorted Matrix

Given an n x n matrix whose rows and columns are each sorted in ascending order, find the kth smallest element in the matrix considering its sorted order, counting duplicate values separately. Watch it run step by step, then write your own pseudocode and get it checked by AI.

  • LeetCode 378
  • Medium
  • 2 approaches

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Binary SearchLeetCode 378

Medium

From the first idea to the best one

  1. 01 Brute force · flatten and sort O(n² log n²)O(n²) space
  2. 02 Optimized · binary search the value range O(n log range)O(1) space
Each approach plays step by step, with its time and space.

What you will learn

  • How to read Kth Smallest in a Sorted Matrix and spot the binary search pattern in it
  • Brute force · flatten and sort: O(n² log n²) time, O(n²) space
  • Optimized · binary search the value range: O(n log range) time, O(1) space
  • The pseudocode for each approach, its line lit as the animation runs
  • Practice: write your own pseudocode and get it checked

More Binary Search

See Kth Smallest in a Sorted Matrix run, step by step

Sign in and this page opens on the animation, with all 11 Binary Search problems beside it.

DSA comes with the all labs plan and every ChaiCode batch.