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单词 Jacobian matrix
释义
Jacobian matrix

Mathematics
  • For m functions in n variables, fi(x1,x2,…,xn) where 1 ≤ i ≤ m, the Jacobian matrix is the m×n matrix whose element in the i‐th row and j‐th column is the partial derivative ∂fi∂xj.

    This Jacobian is denoted ∂(f1,f2,…,fm)∂(x1,x2,,…,xn). Jacobians satisfy a chain rule, namely:

    ∂(f1,f2,…,fm)∂(u1,u2,,…,uk)=∂(f1,f2,…,fm)∂(x1,x2,,…,xn)∂(x1,x2,,…,xn)∂(u1,u2,,…,uk)

    when each xi is a function of u1,u2,…,uk. See differential (multivariate), jacobian.


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