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Material Type: Exam; Class: Applied Linear Algebra; Subject: Mathematics; University: University of Illinois - Chicago; Term: Spring 2006;
Typology: Exams
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Math310: Final Exam Spring 2006
Problem 1.(50 pts) Find the eigenvalues and the corresponding eigenspaces for the matrix. Decide whether the matrix is diagonalizable or not. (Explain!)
a)
(^) , b)
Problem 2. Let A =
It is given that A has eigenvalues λ 1 = −2, λ 2 = 3 and λ 3 = 1 with corresponding
eigenvectors u 1 =
(^) , u 2 =
(^) and u 3 =
a) (15 pts) Write down a factorization A = XDX−^1 , where D is diagonal.
b) (10 pts) Find A^5.
c) (10 pts) Find B such that B^3 = A.
d) (10 pts) If the map L : R^3 → R^3 is given by L(x) = Ax for any x ∈ R^3 , show that L is a linear transformation.
e) (10 pts) What is the matrix representation of L with respect to the basis {u 1 , u 2 , u 3 }?
f) (20 pts) What is the matrix representation of L with respect to the basis {v 1 , v 2 , v 3 },
where v 1 =
(^) , v 2 =
(^) , v 3 =
Problem 3. Let
S = Span
and b =
a) (15 pts) Does b belong to S? Can S be equal to R^4?
b) (15 pts) Find a basis of S. What is the dimension of S?
c) (25 pts) Use the Gram-Schmidt process to find an orthonormal basis of S.
d) (10 pts) Find the projection of b onto S.
e) (10 pts) Find the distance from b to S.