Chapter 3: Problem 7
Show that \(C^{n}[a, b]\) is a subspace of \(C[a, b]\)
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Chapter 3: Problem 7
Show that \(C^{n}[a, b]\) is a subspace of \(C[a, b]\)
These are the key concepts you need to understand to accurately answer the question.
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Let \(S\) be the set of all ordered pairs of real numbers. Define scalar multiplication and addition on \(S\) by $$\begin{aligned} \alpha\left(x_{1}, x_{2}\right) &=\left(\alpha x_{1}, \alpha x_{2}\right) \\ \left(x_{1}, x_{2}\right) \oplus\left(y_{1}, y_{2}\right) &=\left(x_{1}+y_{1}, 0\right) \end{aligned}$$ We use the symbol \(\oplus\) to denote the addition operation for this system in order to avoid confusion with the usual addition \(\mathbf{x}+\mathbf{y}\) of row vectors. Show that \(S,\) together with the ordinary scalar multiplication and the addition operation \(\oplus,\) is not a vector space. Which of the eight axioms fail to hold?
In \(\mathbb{R}^{4}\), let \(U\) be the subspace of all vectors of the form \(\left(u_{1}, u_{2}, 0,0\right)^{T},\) and let \(V\) be the subspace of all vectors of the form \(\left(0, v_{2}, v_{3}, 0\right)^{T}\). What are the dimensions of \(U, V, U \cap V, U+V ?\) Find a basis for each of these four subspaces. (See Exercises 20 and \(22 \text { of Section } 2 .)\)
Let \(A\) be an \(m \times n\) matrix whose rank is equal to \(n\) If \(A \mathbf{c}=A \mathbf{d},\) does this imply that \(\mathbf{c}\) must be equal to \(\mathbf{d} ?\) What if the rank of \(A\) is less than \(n\) ? Explain your answers.
For each of the following, show that the given vectors are linearly independent in \(C[0,1]\) (a) \(\cos \pi x, \sin \pi x\) (b) \(x^{3 / 2}, x^{5 / 2}\) (c) \(1, e^{x}+e^{-x}, e^{x}-e^{-x}\) (d) \(e^{x}, e^{-x}, e^{2 x}\)
Let \(A\) be an \(m \times n\) matrix with \(m>n .\) Let \(\mathbf{b} \in \mathbb{R}^{m}\) and suppose that \(N(A)=\\{0\\}\) (a) What can you conclude about the column vectors of \(A\) ? Are they linearly independent? Do they span \(\mathbb{R}^{m} ?\) Explain. (b) How many solutions will the system \(A \mathbf{x}=\mathbf{b}\) have if b is not in the column space of \(A\) ? How many solutions will there be if \(\mathbf{b}\) is in the column space of \(A\) ? Explain.
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