線性代數›Ch7 內積空間
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◀ LA 12/37
12. 正交投影、零空間、Gram-Schmidt正交化
#LA-07-012中正交投影零空間Gram-Schmidt正交化
  1. (25 points)

a. (6 points) Project the vector b\mathbf{b} onto the nullspace of AA, where

b=[−3−2121] and A=[12100251103722−2493−14].\mathbf{b} = \begin{bmatrix} -3 \\ -2 \\ 1 \\ 2 \\ 1 \end{bmatrix} \text{ and } A = \begin{bmatrix} 1 & 2 & 1 & 0 & 0 \\ 2 & 5 & 1 & 1 & 0 \\ 3 & 7 & 2 & 2 & -2 \\ 4 & 9 & 3 & -1 & 4 \end{bmatrix}.

b. Orthogonal Bases.

(i) (8 points) Apply the Gram-Schmidt process (Requirement: you must process following the column order, i.e. first column first, then second column, etc. or you will get zero point) to obtain orthonormal vectors from the columns of

A=[14−222132−10−2001−18]A = \begin{bmatrix} 1 & 4 & -2 & 2 \\ 2 & 1 & 3 & 2 \\ -1 & 0 & -2 & 0 \\ 0 & 1 & -1 & 8 \end{bmatrix}

(ii) (3 points) As we known, the orthonormal vectors obtained from (i) cannot span R4\mathbb{R}^4. We can add some additional orthonormal vectors to those obtained from (i) and the new set of orthonormal vectors will span R4\mathbb{R}^4, and what are the additional orthonormal vectors?

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