/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 19 Let \(V\) be a nonzero vector sp... [FREE SOLUTION] | 91Ó°ÊÓ

91Ó°ÊÓ

Let \(V\) be a nonzero vector space, and let \(W\) be a proper subspace of \(V\) (i.e., \(W \neq V\) ). (a) Let \(\mathrm{g} \in \mathrm{W}^{*}\) and \(v \in \mathrm{V}\) with $v \notin \mathrm{W}\(. Prove that for any scalar \)a\( there exists a function \)\mathrm{f} \in \mathrm{V}^{*}\( such that \)\mathrm{f}(v)=a$ and \(\mathrm{f}(x)=\mathrm{g}(x)\) for all \(x\) in W. Hint: For the infinite- dimensional case, use Exercise 4 of Section \(1.7\) and Exercise 35 of Section 2.1. (b) Use (a) to prove there exists a nonzero linear functional $f \in \mathrm{V}^{*}\( such that \)\mathrm{f}(x)=0\( for all \)x \in \mathrm{W}$.

Short Answer

Expert verified
In summary, we have proven that given any scalar \(a\), there exists a function \(f \in V^{*}\) such that \(f(v) = a\) and \(f(x) = g(x)\) for all \(x \in W\). Moreover, using this result, we have shown the existence of a non-zero linear functional \(f \in V^{*}\) such that \(f(x) = 0\) for all \(x \in W\). These results were obtained by extending subspaces and applying the given exercises.

Step by step solution

01

(1) Proof of functional existence

(Begin by considering any scalar \(a\), the function \(g\), and a vector \(v\) not in \(W\). Then, one needs to show the existence of the function \(f\), given by \(f(v) = a\) and \(f(x) = g(x)\) for all \(x \in W\). Firstly, extend \(W\) to a larger subspace \(U \subset V\) which includes \(v\) as well. This can be done by taking the set of linear combinations of vectors in \(W\) and \(v\), formally \(U = \{w + \lambda v \mid w \in W, \lambda \in F\}\), where \(F\) is the underlying field of the vector space. Now define a function \(f: U \rightarrow F\) by \(f(w + \lambda v) = g(w) + \lambda a\). This function is well-defined, and it's easy to see that it satisfies \(f(v) = a\) and \(f(x) = g(x)\) for \(x \in W\). But, we need \(f\) to be defined on \(V\), not just \(U\). For this, use the fact that any function defined on a subspace can be extended to the whole space (as per Exercise 35 of Section 2.1). So, find such an extension \(f': V \rightarrow F\). Now, this function satisfies \(f'(v) = a\) and \(f'(x) = g(x)\) for \(x \in W\), hence, it's the required function. This completes the proof for (a)).
02

(2) Proof of a non-zero functional

(To prove the existence of a non-zero linear functional \(f \in V^{*}\) such that \(f(x)=0\) for all \(x \in W\), we can apply part (a) of the problem. Choose \(v \in V\) but \(v \notin W\) and let \(a=1\). By part (a), we have a functional \(f\) such that \(f(v) = 1\) and \(f(x) = 0\) for \(x \in W\). This function \(f\) is nonzero (since \(f(v) = 1\)), and \(f(x) = 0\) for all \(x \in W\), as required. This completes the proof for (b).

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with 91Ó°ÊÓ!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

For each of the following pairs of ordered bases \(\beta\) and \(\beta^{\prime}\) for \(\mathrm{P}_{2}(R)\), find the change of coordinate matrix that changes \(\beta^{\prime}\)-coordinates into \(\beta\)-coordinates. (a) \(\beta=\left\\{x^{2}, x, 1\right\\}\) and $\beta^{\prime}=\left\\{a_{2} x^{2}+a_{1} x+a_{0}, b_{2} x^{2}+b_{1} x+b_{0}, c_{2} x^{2}+c_{1} x+c_{0}\right\\}$ (b) \(\beta=\left\\{1, x, x^{2}\right\\}\) and $\beta^{\prime}=\left\\{a_{2} x^{2}+a_{1} x+a_{0}, b_{2} x^{2}+b_{1} x+b_{0}, c_{2} x^{2}+c_{1} x+c_{0}\right\\}$ (c) \(\beta=\left\\{2 x^{2}-x, 3 x^{2}+1, x^{2}\right\\}\) and \(\beta^{\prime}=\left\\{1, x, x^{2}\right\\}\) (d) \(\beta=\left\\{x^{2}-x+1, x+1, x^{2}+1\right\\}\) and \(\beta^{\prime}=\left\\{x^{2}+x+4,4 x^{2}-3 x+2,2 x^{2}+3\right\\}\) (e) \(\beta=\left\\{x^{2}-x, x^{2}+1, x-1\right\\}\) and \(\beta^{\prime}=\left\\{5 x^{2}-2 x-3,-2 x^{2}+5 x+5,2 x^{2}-x-3\right\\}\) (f) \(\beta=\left\\{2 x^{2}-x+1, x^{2}+3 x-2,-x^{2}+2 x+1\right\\}\) and \(\beta^{\prime}=\left\\{9 x-9, x^{2}+21 x-2,3 x^{2}+5 x+2\right\\}\)

Let \(A\) and \(B\) be \(n \times n\) invertible matrices. Prove that \(A B\) is invertible and \((A B)^{-1}=B^{-1} A^{-1}\).

Let \(D_{k}=k I,\) the scalar matrix belonging to the scalar \(k .\) Show (a) \(D_{k} A=k A\) (b) \(\quad B D_{k}=k B\) (c) \(\quad D_{k}+D_{k^{\prime}}=D_{k+k^{\prime}}\) (d) \(\quad D_{k} D_{k^{\prime}}=D_{k k^{\prime}}\)

Let \(V\) be a finite-dimensional vector space with ordered bases $\alpha, \beta\(, and \)\gamma$. (a) Prove that if \(Q\) and \(R\) are the change of coordinate matrices that change \(\alpha\)-coordinates into \(\beta\)-coordinates and \(\beta\)-coordinates into \(\gamma\)-coordinates, respectively, then \(R Q\) is the change of coordinate matrix that changes \(\alpha\)-coordinates into \(\gamma\)-coordinates. (b) Prove that if \(Q\) changes \(\alpha\)-coordinates into \(\beta\)-coordinates, then \(Q^{-1}\) changes \(\beta\)-coordinates into \(\alpha\)-coordinates.

Prove the following generalization of Theorem 2.23. Let $\mathrm{T}: \mathrm{V} \rightarrow \mathrm{W}$ be a linear transformation from a finite- dimensional vector space \(V\) to a finite-dimensional vector space W. Let \(\beta\) and \(\beta^{\prime}\) be ordered bases for \(\mathrm{V}\), and let \(\gamma\) and \(\gamma^{\prime}\) be ordered bases for \(\mathrm{W}\). Then $[\mathrm{T}]_{\beta}^{\gamma}^{\prime}=P^{-1}[\mathrm{~T}]_{\beta}^{\gamma} Q\(, where \)Q\( is the matrix that changes \)\beta^{\prime}$-coordinates into \(\beta\)-coordinates and \(P\) is the matrix that changes \(\gamma^{\prime}\)-coordinates into \(\gamma\)-coordinates.

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.