Dev.to
7/1/2026

Minimum Insertions to Make String Palindrome
Short summary
Solve minimum palindrome insertions by finding the longest palindromic subsequence using DP. The insight: only characters outside the LPS need insertion, so answer = string length minus LPS length. LPS equals the longest common subsequence between the string and its reverse, computable in O(N²) time.
- •Reframe the problem: find characters NOT in the longest palindromic subsequence (LPS)
- •LPS can be computed as LCS between original string and its reverse
- •Optimized DP solution achieves O(N²) time, vastly better than naive exponential recursion
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