Exercises: Ideals , Extensions & Vector Spaces
Exercise
Let us start with exercises that bridges the concepts of ideals , simple extension fields,
and introduces vector spaces. Exercise 1: OK , Exercise 2: OK
Exercise 3:The Extension `QQ(i)`:
Let us consider the field extension `QQ(i)` , which is the smallest field containing both the
both the rational numbers `QQ` and the imaginary unit `i = sqrt {-1}`.
Part 2: The linear Transformation:
Consider the element `alpha = 1 + i` in `QQ(i)`. We define a linear transformation
`bb {L_alpha : QQ(i) rarr QQ(i)}` by multiplication by `alpha:bb {L_alpha (x) = alpha x}`.
Remember our basis for `QQ(i)` is B = { 1 , i }.
Question 4: Using this basis , represent the linear transformation `L_alpha`
as a matrix. OK
Question 5: What is the characteristic polynomial of this matrix ?
Solution question 5: The characteristic polynomial of a square matrix is defined
as `p(x) = det(xI - A)` , where I is the identity matrix `[[1 , 0] , [0 , 1]]` , A is the `n times n` matrix and p(x) is the monic polynomial of degree n. In this case A is the `2 times 2` matrix `[[1 , -1] , [1 , 1]]` and p(x) is the monic polynomial of degree 2.
The roots of p(x) are called eigen values. In our case we have:
`xI - A = [[x , 0] , [0 , x]] - [[1 , -1] , [1 , 1]] = [[x - 1 , 1] , [-1 , x - 1]]`. And the
determinant will be:
`det (xI - A) = (x - 1)(x - 1) - (-1)* 1 = (x^2 - 2x + 1) -(-1) = bb{x^2 - 2x + 2}` , which is
our characteristic polynomial. OK
Question
Consider the linear transformation `L_alpha : QQ(i) rarr QQ(i)` defined by multiplication
by `alpha = 1 + i`. This transformation is represented by the matrix `A = [[1 , -1] , [1 , 1]]`
with respect to the basis `{ 1 , i }`. The characteristic polynomial of the matrix
A is given by `p(lamda) = det (A - lamda I)`.
Which of the following polynomials is the correct characteristic polynomial of A:
A) `lamda^2 - 2 lamda + 2`
B) `lamda^2 + 2 lamda - 2`
?