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Question: Consider an n×mmatrix A, a vector in Rm, and a vector w→in Rm. Show that (Av→).w→=v→.(ATw→).

Short Answer

Expert verified

It is proved that (Av→).w→=v→.(ATw→).

Step by step solution

01

Consider the theorem

Ifv→ and w→are two (column) vectors inRn , then ↑v→.w→↑=v→Tv→(dot)(matrix)product.

02

Application of the theorem

Observe that,

Av→.w→=Av→Tw→theorem5.3.6=v→TATwtheorem5.3.9c→=v→TATw→Associativity=v→.ATw→According to the theorem.

Hence, Av→.w→=v→ATw→is proved.

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