Inverse of sum of identity and constant matrices

131 Views Asked by At

I'm trying to show that, if $I_k$ is the $k \times k$ identity matrix, $J_k$ is a $k \times k$ matrix with all elements equal to unity, and $a$ is a scalar, then

$$(I_k + a J_k)^{-1} = I_k - \frac{a}{ka + 1} J_k$$

I've used a CAS to show that this holds for several specific values of $k$, but I need to show that it holds for all $k$. How would I go about this?

2

There are 2 best solutions below

0
On BEST ANSWER

Multiplying $I_k+aJ_k$ with its prospective inverse, we have: \begin{align} (I_k+aJ_k)\left(I_k - \frac a{ka+1}J_k\right) &= I_k -\frac a{ka+1}J_k + aJ_k - \frac {a^2}{ka+1}J_k^2 \end{align} Now, in general when $A$ is a $m\times n$ matrix and $B$ a $n\times p$ matrix, the $(i,j)$ entry of the product $AB$ is given by $\sum_{\ell=1}^n a_{i\ell}b_{\ell j}$. Here $m=n=p=k$ and $a_{i\ell}=b_{\ell i}=1$, so it is clear that the $(i,j)$ entry of $J_k$ is $k$. It follows that \begin{align} I_k -\frac a{ka+1}J_k + aJ_k - \frac {a^2}{ka+1}J_k^2 &= I_k + \left(a - \frac a{ka+1} -\frac{ka^2}{ka+1} \right)J_k\\ &= I_k + \left(\frac{a(ka+1)-a-ka^2}{ka+1} \right)J_k\\ &= I_k + 0\cdot J_k\\ &= I_k, \end{align} so that indeed $$(I_k+aJ_k$)^{-1} = I_k - \frac a{ka+1}J_k.$$

0
On

Due to the special structure of $J_k$, we have $$ J_k \cdot J_k = k\cdot J_k. $$ Then $$ (I_k + a J_k) (I_k + b J_k) = I_k + (a + b + k a b)J_k. $$ If $b$ is chosen such that the factor $a + b + k a b$ is zero, then $I_k + b J_k$ would be the inverse of $I_k + a J_k$. Clearly, $$ b= -\frac{a}{1+k a} $$ does the job.