TITLE: How do we show this matrix has full rank?
QUESTION [12 upvotes]: I met with the following difficulty reading the paper Li, Rong Xiu "The properties of a matrix order column" (1988):
Define the matrix $A=(a_{jk})_{n\times n}$, where 
  $$a_{jk}=\begin{cases}
j+k\cdot i&j<k\\
k+j\cdot i&j>k\\
2(j+k\cdot i)& j=k
\end{cases}$$
  and  $i^2=-1$.
The author says it is easy to show that $rank(A)=n$. I have proved for $n\le 5$, but I couldn't prove for general $n$.

Following is an attempt to solve this problem:
let
$$A=P+iQ$$
where
$$P=\begin{bmatrix}
2&1&1&\cdots&1\\
1&4&2&\cdots& 2\\
1&2&6&\cdots& 3\\
\cdots&\cdots&\cdots&\cdots&\cdots\\
1&2&3&\cdots& 2n
\end{bmatrix},Q=\begin{bmatrix} 
2&2&3&\cdots& n\\
2&4&3&\cdots &n\\
3&3&6&\cdots& n\\
\cdots&\cdots&\cdots&\cdots&\cdots\\
n&n&n&\cdots& 2n\end{bmatrix}$$
and define
$$J=\begin{bmatrix}
1&0&\cdots &0\\
-1&1&\cdots& 0\\
\cdots&\cdots&\cdots&\cdots\\
0&\cdots&-1&1
\end{bmatrix}$$
then we have
$$JPJ^T=J^TQJ=\begin{bmatrix}
2&-2&0&0&\cdots&0\\
-2&4&-3&\ddots&0&0\\
0&-3&6&-4\ddots&0\\
\cdots&\ddots&\ddots&\ddots&\ddots&\cdots\\
0&0&\cdots&-(n-2)&2(n-1)&-(n-1)\\
0&0&0&\cdots&-(n-1)&2n
\end{bmatrix}$$
and $$A^HA=(P-iQ)(P+iQ)=P^2+Q^2+i(PQ-QP)=\binom{P}{Q}^T\cdot\begin{bmatrix}
I& iI\\
-iI & I
 \end{bmatrix} \binom{P}{Q}$$

REPLY [2 votes]: I use Christian Remling idea,In fact,I  can find the matrix  $$B_{ij}=\min{\{i,j\}}$$eigenvalue is 
$$\dfrac{1}{4\sin^2{\dfrac{j\pi}{2(n+1)}}},j=1,2,\cdots,n$$
proof:
then we have
$$B=\begin{bmatrix}
1&1&1&\ddots&1&1\\
1&2&2&\ddots&\ddots&2\\
1&2&3&3&\ddots&3\\
\vdots&\ddots&\ddots&\ddots&\ddots&\cdots\\
1&\vdots&\ddots&\ddots&n-1&n-1\\
1&2&\cdots&\cdots&n-1&n
\end{bmatrix}
$$
It is easy have 
$$C=B^{-1}=\begin{bmatrix}
2&-1\\
-1&2&-1\\
0&\ddots&\ddots&\ddots\\
\vdots&\cdots&-1&2&-1\\
0&\cdots&\cdots&-1&1
\end{bmatrix}$$
and consider
$$b_{n}=|\lambda C-I|=\begin{vmatrix}
\lambda-2&1&\cdots&\cdots&0\\
1&\lambda-2&1&\cdots&0\\
\vdots&\ddots&\ddots&\ddots&\vdots\\
\cdots&\cdots&1&\lambda-2&1\\
0&\cdots&\cdots&1&\lambda-2
\end{vmatrix}
$$
so 
$$b_{n+1}=(\lambda-2)b_{n}-b_{n-1},b_{1}=\lambda-2,b_{2}=(\lambda-2)^2-1$$
let $\lambda-2=-2\cos{x}$, then
$$b_{n+1}=-2\cos{x}\cdot b_{n}-b_{n-1},b_{1}=-2\cos{x},b_{2}=4\cos^2{x}-1$$
and  induction have
$$b_{n}=(-1)^n\cdot\dfrac{\sin{(n+1)x}}{\sin{x}}=0\Longrightarrow x=\dfrac{j\pi}{n+1},j=1,2,\cdots,n$$
so we $B^{-1}$ with eigenvalue is
$$\lambda=2-2\cos{x}=4\sin^2{\dfrac{x}{2}}=4\sin^2{\dfrac{j\pi}{2(n+1)}}$$