Chapter 5: Problem 10
Find the distance from the point (1,1,1) to the plane \(2 x+2 y+z=0\)
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Chapter 5: Problem 10
Find the distance from the point (1,1,1) to the plane \(2 x+2 y+z=0\)
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Compute \(\|\mathbf{x}\|_{1},\|\mathbf{x}\|_{2},\) and \(\|\mathbf{x}\|_{\infty}\) for each of the following vectors in \(\mathbb{R}^{3}\) : (a) \(\mathbf{x}=(-3,4,0)^{T}\) (b) \(\mathbf{x}=(-1,-1,2)^{T}\) (c) \(\mathbf{x}=(1,1,1)^{T}\)
Prove that, for any \(\mathbf{u}\) and \(\mathbf{v}\) in an inner product space \(V\) $$\|\mathbf{u}+\mathbf{v}\|^{2}+\|\mathbf{u}-\mathbf{v}\|^{2}=2\|\mathbf{u}\|^{2}+2\|\mathbf{v}\|^{2}$$ Give a geometric interpretation of this result for the vector space \(\mathbb{R}^{2}\)
Show that $$\|\mathbf{x}\|_{1}=\sum_{i=1}^{n}\left|x_{i}\right|$$ defines a norm on \(\mathbb{R}^{n}\)
Which of the following sets of vectors form an orthonormal basis for \(\mathbb{R}^{2} ?\) (a) \(\left\\{(1,0)^{T},(0,1)^{T}\right\\}\) (b) \(\left\\{\left(\frac{3}{5}, \frac{4}{5}\right)^{T},\left(\frac{5}{13}, \frac{12}{13}\right)^{T}\right\\}\) (c) \(\left\\{(1,-1)^{T},(1,1)^{T}\right\\}\) \((\mathbf{d})\left\\{\left(\frac{\sqrt{3}}{2}, \frac{1}{2}\right)^{T},\left(-\frac{1}{2}, \frac{\sqrt{3}}{2}\right)^{T}\right\\}\)
Let \(A \in \mathbb{R}^{m \times n}\) and let \(\hat{\mathbf{x}}\) be a solution of the least squares problem \(A \mathbf{x}=\mathbf{b} .\) Show that a vector \(\mathbf{y} \in \mathbb{R}^{n}\) will also be a solution if and only if \(\mathbf{y}=\hat{\mathbf{x}}+\mathbf{z},\) for some vector \(\mathbf{z} \in N(A)\) \(\left[\text {Hint}: N\left(A^{T} A\right)=N(A) .\right]\)
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