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Eight questions from a linear algebra midterm exam, covering topics such as one-to-one linear transformations, invertible and diagonalizable transformations, and eigenspaces. Students are expected to use their knowledge of linear transformations and matrix algebra to solve the problems.
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(1) Let T 1 : V → W and T 2 : W → X be two linear transformations. Assume that T 2 T 1 is one-to-one. Show that T 1 is also one-to-one.
(2) Let A be a square matrix with A^2 = 0. Show that A is NOT invertible.
(3) Let T : V → V be an invertible and diagonalizable linear transformation. Show that T −^1 is also diagonalizable.
(4) Let T : P 2 (R) → P 2 (R) be the linear transformation T (f (x)) = f (x + 1). Thus T (1) = 1 and T (x^2 ) = x^2 + 2x + 1. Is T diagonalizable? You must justify your answer.
(5) Let V be a real vector space of dimension 4. A linear transformation T : V → V has characteristic polynomial t^4 + t^2. Is T diagonalizable? Justify your answer.
(6) Let T : V → V be a linear transformation. Let λ and λ′^ be two different scalars. If Eλ and Eλ′ are the two eigenspaces of T corresponding to λ and λ′, show that Eλ ∩ Eλ′ = { 0 }.
(7) Find the general solution of the system of differential equations:
y 1 ′ = y 1 + 3y 2 y 2 ′ = y 1 − y 2.
(8) Let M be the 2 × 2 matrix
1 a a − 1
, where a is a real number. Prove that M is diagonalizable.