Quantcast
Channel: Confusion about matrix differentiation in a nonlinear matrix equation - Computational Science Stack Exchange
Viewing all articles
Browse latest Browse all 3

Answer by NNN for Confusion about matrix differentiation in a nonlinear matrix equation

$
0
0

If a matrix is differentiated with respect to itself, the result should be a fourth order tensor. The easist way to see this is to work with components.

$$\frac{ \partial K_{ij}}{\partial {K_{kl}}} = \delta_{ik}\delta_{jl}$$

$\delta_{ij}$ is the Kronecker delta. Because differentiation survives only when $i=k$ and $j=k$. If your matrix is symmetric, then

$$\frac{ \partial K_{ij}}{\partial {K_{kl}}} = \delta_{ik}\delta_{jl} + \delta_{il}\delta_{jk}$$

Because, the differentiation also survives for $i=l$ and $j=k$.


Viewing all articles
Browse latest Browse all 3

Trending Articles



<script src="https://jsc.adskeeper.com/r/s/rssing.com.1596347.js" async> </script>