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arXiv 提交日期: 2025-12-26
📄 Abstract - A 58-Addition, Rank-23 Scheme for General 3x3 Matrix Multiplication

This paper presents a new state-of-the-art algorithm for exact $3\times3$ matrix multiplication over general non-commutative rings, achieving a rank-23 scheme with only 58 scalar additions. This improves the previous best additive complexity of 60 additions without a change of basis. The result was discovered through an automated search combining ternary-restricted flip-graph exploration with greedy intersection reduction for common subexpression elimination. The resulting scheme uses only coefficients from $\{-1, 0, 1\}$, ensuring both efficiency and portability across arbitrary fields. The total scalar operation count is reduced from 83 to 81.

顶级标签: theory systems machine learning
详细标签: matrix multiplication algorithm optimization automated search computational complexity linear algebra 或 搜索:

一种用于通用3x3矩阵乘法的58次加法、秩23方案 / A 58-Addition, Rank-23 Scheme for General 3x3 Matrix Multiplication


1️⃣ 一句话总结

这篇论文提出了一种新的通用3x3矩阵乘法算法,通过自动化搜索技术将所需的标量加法次数从60次减少到58次,同时保持了计算方案的简洁性和跨领域的适用性。

源自 arXiv: 2512.21980