Is $\sum\limits_k \frac{W_{ik} H_{kj}}{\sum\limits_k W_{ik} H_{kj}}$ = 1?

53 Views Asked by At

I derive an equation and get the term $\sum\limits_k \frac{W_{ik} H_{kj}}{\sum\limits_k W_{ik} H_{kj}}$. I think this term is equal to 1 because

Proof:

$\sum\limits_k \frac{W_{ik} H_{kj}}{(\sum\limits_k W_{ik} H_{kj})_{ij}} = \frac{1}{(\sum\limits_k W_{ik} H_{kj})_{ij}} \times \sum\limits_k W_{ik} H_{kj} = 1$

where $W$ and $H$ are matrices with dimension $i \times k$ and $k \times j$, respectively

I just wonder is this proof correct?