Computing Large Fibonacci Numbers Modulo 10000 Using Matrix Exponentiation

Problem Statement Given a non-negative integer n where 0 ≤ n ≤ 2×10^9, compute the n-th term of the Fibonacci sequence modulo 10000. The sequence is defined as F(0) = 0, F(1) = 1, and F(n) = F(n-1) + F(n-2) for n > 1. The input consists of multiple test cases, each containing a single integer n. Processing terminates when n = -1. Algorithmic ...

Posted on Thu, 13 Aug 2026 16:29:55 +0000 by neex1233

Advanced Algorithmic Strategies: Subtree DP Reconstruction and Prime-Power Modular Counting

Subtree Budget Allocation and Optimal Path Reconstruction The core challenge revolves around allocating a fixed budget across a binary tree structure to maximize a specific threshold value. The solution begins by analyzing the root's contribution and propagating constraints downward. We define a dynamic programming state dp_max[u][b] representi ...

Posted on Fri, 07 Aug 2026 16:35:09 +0000 by arun4444

Computing Total Weight Contributions and Sequence Constraints via Combinatorics and Matrix Exponentiation

Problem D: Weighted Permutation Sum Given a sequence of numbers, consider generating all its non-empty subsequences, constructing a permutation by repeatedly removing the last element until one remains, and summing the final remaining numbers across all such processes. The problem requires computing the total sum over all subsequences. For anal ...

Posted on Mon, 18 May 2026 21:36:44 +0000 by fredmeyer

Advanced Applications of ZKW Segment Trees with Lazy Propagation

The ZKW segment tree is a non-recursive data structure that performs bottom-up updates and queries. It is often used as a replacement for Fenwick trees when range updates and range queries are needed. The key concept is to use two "shrinking" pointers (l and r) that move upward from the leaf level. To range updates with lazy tags, we ...

Posted on Sat, 16 May 2026 17:57:10 +0000 by junebug