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If the characteristic polynomial of a matrix A is p(Ξ») = Ξ»2+ 1, then A is invertible


An n x n matrix with fewer than n distinct eigen values is not diagonalizable


inverse of 1 2 3

4 5 3

7 8 9


Let 𝑆 be any non-empty set and let 𝑉 (𝑆) be the set of all real valued functions on ℝ. Define addition on 𝑉 (𝑠) by (𝑓 + 𝑔)(π‘₯) = 𝑓 (π‘₯) + 𝑔(π‘₯) and scalar multiplication by (𝛼 β‹… 𝑓 )(π‘₯) = 𝛼𝑓 (π‘₯). Check that (𝑉 (𝑆), +, β‹…) is a vector space.


Show that if W consist of these vectors (a, b, c)€RΒ³ for which a=2b then W is subspace of RΒ³

Consider the vector space V = C



2 with scalar multiplication over the real numbers R and let W



and U be the subspaces of V defined by



W = {(z1, z2) ∈ V : z2 = z1 + 2z1} and U = {(z1, z2) ∈ V : z2 = z1 βˆ’ z1}.



2.1 Find a basis for W ∩ U.



2.2 Express (z1, z2) ∈ V as (z1, z2) = w + u where w ∈ W and u ∈ U.



2.3 Explain whether V = W βŠ• U

Consider the vector space V = C



2 with scalar multiplication over the real numbers R and let



W = {(z1, z2) ∈ V : z2 = z1 + 2z1}.



1.1 Use the Subspace Test to show that W is a subspace of V.



1.2 Find a basis for W.



1.3 Explain whether W is a subspace over C

Linear transformation T : P2 β†’ P2, T(a+bx+cx2 ) = (2aβˆ’b)+(a+bβˆ’3c)x+(cβˆ’a)x 2


a. Find the matrix representation A of T with respect to the ordered bases B = {1, x + 1, x2 + 1} and B0 = {1, x, x2}.

b. Let q(x) = a + bx + cx2 ∈ P2. Verify that A[q(x)]B = [T(q(x))]B'.


Β Let S be a subset of F3 defined as S = {(x, y, z) € F3 = x +y + 2x – 1=0}. Then determine S is a subspace of F3 or not.


Let S be a subset of F3 defined as S =  (x; y; z) F 3 : x+y+2z-1=0

is S a subspace of F3 or not


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