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Longest Increasing Subsequence (LIS)

An architectural guide to the Longest Increasing Subsequence (LIS) problem—covering combinatorial brute force foundations, the standard quadratic Dynamic Programming model, and the optimal log-linear Binary Search technique. Includes structural dry runs, complexity proofs, and robust multi-language implementations.