In the setting of Euclidean Space and Real Matrices: Standing Notation , let p , q , r ∈ N p,q,r\in\mathbb{N} p , q , r ∈ N , let A , A ′ ∈ M p × q ( R ) A,A'\in\mathcal{M}_{p\times q}(\mathbb{R}) A , A ′ ∈ M p × q ( R ) and B , B ′ ∈ M q × r ( R ) B,B'\in\mathcal{M}_{q\times r}(\mathbb{R}) B , B ′ ∈ M q × r ( R ) , and let x , y ∈ R q x,y\in\mathbb{R}^{q} x , y ∈ R q .
(i) A 0 q × r = 0 p × r A0_{q\times r}=0_{p\times r} A 0 q × r = 0 p × r and 0 r × p A = 0 r × q 0_{r\times p}A=0_{r\times q} 0 r × p A = 0 r × q ; A 0 = 0 A0=0 A 0 = 0 , where 0 0 0 on the left is the origin of R q \mathbb{R}^{q} R q and on the right the origin of R p \mathbb{R}^{p} R p ; and 0 p × q x = 0 0_{p\times q}x=0 0 p × q x = 0 , the origin of R p \mathbb{R}^{p} R p .
(ii) ( − A ) B = − ( A B ) = A ( − B ) (-A)B=-(AB)=A(-B) ( − A ) B = − ( A B ) = A ( − B ) and ( − A ) x = − ( A x ) = A ( − x ) (-A)x=-(Ax)=A(-x) ( − A ) x = − ( A x ) = A ( − x ) .
(iii) A ( B − B ′ ) = A B − A B ′ A(B-B')=AB-AB' A ( B − B ′ ) = A B − A B ′ , ( A − A ′ ) B = A B − A ′ B (A-A')B=AB-A'B ( A − A ′ ) B = A B − A ′ B , A ( x − y ) = A x − A y A(x-y)=Ax-Ay A ( x − y ) = A x − A y and ( A − A ′ ) x = A x − A ′ x (A-A')x=Ax-A'x ( A − A ′ ) x = A x − A ′ x .