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#### Fernando Revilla

##### Well-known member
MHB Math Helper

Here is the question:

I have matrix that represent T:V -> V (linear map over $\mathbb{R}$) according to basis $E$.

E is not an orthonormal set.

how can I know if this T is self-adjoin ?

I know that if E was orthonormal basis we would take the transpose matrix.

the matrix is :

1 2
2 1
Here is a link to the question:

I have posted a link there to this topic so the OP can find my response.

Last edited:

#### Fernando Revilla

##### Well-known member
MHB Math Helper
Hello Ben,

We need the expression of the inner product. Suppose $G$ is the Gram matrix of the inner product with respect to $E$ and $A$ is the matrix of $T$ with respect to $E$. Denote $X,Y$ the coordinates of $x,y$ respectively with respect to $E$. Then,

$$T\mbox{ is self-adjoint}\Leftrightarrow\; <T(x),y>=<x,T(y)>\quad \forall x\forall y\in V$$
We can express
$$<T(x),y>=(AX)^TGY=X^TA^TGY\\<x,T(y)>=X^TG(AY)=X^TGAY$$ Then, $$X^TA^TGY=X^TGAY\Leftrightarrow X^T(A^TG-GA)Y=0$$ This happens for all $X,Y$ if and only if $A^TG=GA$. So, $$\boxed{T\mbox{ is self-adjoint}\Leftrightarrow A^TG=GA}$$ Particular case: If $E$ is orthonormal then $G=I$, so $T$ is self-adjoint if and only if $A^T=A$ (i.e. $A$ is symmetric).

#### Ackbach

##### Indicium Physicus
Staff member
$$T\mbox{ is self-adjoint}\Leftrightarrow\; <T(x),y>=<x,T(y)>\quad \forall x\forall y\in V$$
You can use the \langle and \rangle commands in $\LaTeX$ to get better-looking inner products:

$$\langle T(x),y \rangle = \langle x,T(y) \rangle \quad \forall x,y \in V.$$

#### Fernando Revilla

##### Well-known member
MHB Math Helper
You can use the \langle and \rangle commands in $\LaTeX$ to get better-looking inner products:
Thanks, I knew those commads but for me is better-looking < and >. Only a question of particular taste.