Questions
Question 1
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State the linear-combination test for a subset \(W\) of a vector space \(V\) to be a subspace.
Question 2
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Why must every subspace contain the zero vector?
Question 3
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Use the zero-vector test to decide whether \(A=\{(x,y)\in\mathbb R^2:y=3\}\) is a subspace.
Question 4
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Is the line \(L=\{t(2,-1):t\in\mathbb R\}\) a subspace of \(\mathbb R^2\)?
Question 5
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Show that \(W=\{(x,y,z)\in\mathbb R^3:z=0\}\) is closed under addition.
Question 6
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Show that \(W=\{(x,y,z)\in\mathbb R^3:z=0\}\) is closed under scalar multiplication.
Question 7
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Decide whether \(S=\{(x,y)\in\mathbb R^2:x+y=1\}\) is a subspace.
Question 8
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Decide whether \(S=\{(x,y)\in\mathbb R^2:x+y=0\}\) is a subspace.
Question 9
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Show that \(W=\{(x,y,z):x-2y+z=0\}\) is a subspace of \(\mathbb R^3\).
Question 10
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Decide whether \(Q=\{(x,y):x^2+y^2=0\}\) is a subspace of \(\mathbb R^2\).
Question 11
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Let \(U=\{(x,y,z):x+y=0\}\) and \(W=\{(x,y,z):z=0\}\). Show that \(U\cap W\) is a subspace.
Question 12
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Explain why \(C=\{(x,y)\in\mathbb R^2:x\ge0\}\) is not a subspace even though it contains \((0,0)\).
Question 13
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Let \(P_2\) be polynomials of degree at most \(2\). Show that \(W=\{p\in P_2:p(0)=0\}\) is a subspace.
Question 14
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Let \(M\) be all real \(2\times2\) matrices. Is \(W=\{A\in M:A^T=A\}\) a subspace?
Question 15
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For which real \(c\) is \(W_c=\{(x,y,z):x+y+z=c\}\) a subspace of \(\mathbb R^3\)?
Question 16
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For which real \(k\) is \(L_k=\{(x,y):y=kx+2\}\) a subspace?
Question 17
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For which real \(a\) is \(W_a=\{(x,y):y=ax\}\) a subspace of \(\mathbb R^2\)?
Question 18
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A student says the union of two subspaces is always a subspace. Give a counterexample in \(\mathbb R^2\).
Question 19
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Prove that the intersection of two subspaces \(U\) and \(W\) of \(V\) is a subspace of \(V\).
Question 20
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A subset \(W\subseteq V\) is non-empty and closed under all linear combinations \(\lambda\mathbf u+\mu\mathbf v\). Prove that \(W\) is a subspace.