V2EX lu decomposition

LU Decomposition

定义 Definition

LU decomposition(LU 分解)是把一个方阵 \(A\) 分解为两个三角矩阵的乘积:
\[ A = LU \] 其中 \(L\) 通常是下三角矩阵(常取对角线为 1),\(U\)上三角矩阵。它常用于高效求解线性方程组、计算行列式、以及矩阵相关的数值计算。实际计算中常与主元选取结合,写作 \(PA=LU\)(\(P\) 为置换矩阵),以提高稳定性。另有常见同义说法 LU factorization(LU 分解/因子分解)

例句 Examples

We used LU decomposition to solve the system quickly.
我们用 LU 分解快速求解了这个方程组。

After partial pivoting, the matrix admits an LU decomposition that makes repeated solves with different right-hand sides efficient.
经过部分选主元后,该矩阵可进行 LU 分解,从而能高效地对不同右端项反复求解。

发音 Pronunciation

/l ju dikmpozn/

词源 Etymology

LU 来自两个矩阵的首字母:L = Lower(下三角)U = Upper(上三角)decomposition 意为“分解”,源自拉丁语构词(“分开”+“组成”),在数学里常指把对象拆成更易处理的结构。

相关词 Related Words

文学/著作中的用例 Literary Works

  • Matrix Computations(Golub & Van Loan)
  • Numerical Linear Algebra(Trefethen & Bau)
  • Introduction to Linear Algebra(Gilbert Strang)
  • Numerical Recipes: The Art of Scientific Computing(Press et al.)
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