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 \(A \in \mathbb{R}^{m \times n}, B \in \mathbb{R}^{n \times r},\) and \(C=A B .\) Show that (a) if \(A\) and \(B\) both have linearly independent column vectors, then the column vectors of \(C\) will also be linearly independent. (b) if \(A\) and \(B\) both have linearly independent row vectors, then the row vectors of \(C\) will also be linearly independent. [Hint: Apply part (a) to \(C^{T}\).]
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.
Let \(\mathbb{R}^{+}\) denote the set of positive real numbers. Define the operation of scalar multiplication, denoted ?, by $$\alpha \circ x=x^{\alpha}$$ for each \(x \in \mathbb{R}^{+}\) and for any real number \(\alpha\). Define the operation of addition, denoted \(\oplus,\) by $$x \oplus y=x \cdot y \quad \text { for all } \quad x, y \in \mathbb{R}^{+}$$ Thus, for this system, the scalar product of -3 \(\operatorname{times} \frac{1}{2}\) is given by $$-3 \circ \frac{1}{2}=\left(\frac{1}{2}\right)^{-3}=8$$ and the sum of 2 and 5 is given by $$2 \oplus 5=2 \cdot 5=10$$ Is \(\mathbb{R}^{+}\) a vector space with these operations? Prove your answer.
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?
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) \(e^{x}, e^{-x}, e^{2 x}\)
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