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Math 252 — Solutions to Homework Set #9 Number 1. — 5 points Find the rational canonical forms of 0 0 −1 −1 0 0 −1 0, 0 c 0 −1 −1 1 c 0 c 1 and 422 −420 840 −140 465 −463 930 −155 15 −15 32 −5 −30 30 . −60 12 Solution: The respective rational canonical forms are: 0 0 0 1 0 1, 0 1 0 0 0 1 0 0 1 c3 − 2 c −3 c2 + 2 3c and 0 6 0 0 1 −1 0 0 0 0 2 0 0 0 0 2 Number 2. — 5 points Find all similarity classes of 6 × 6 matrices over Q with minimal polynomial (x + 2)2 (x − 1) (it suffices to give all lists of invariant factors and write out some of their corresponding matrices). Solution: Permissible lists of invariant factors are: (x + 2)2 (x − 1), (x + 2)2 (x − 1) (x + 2)2 (x − 1), (x + 2)2 , (x + 2) (x + 2)2 (x − 1), (x + 2), (x + 2), (x + 2) (x + 2)2 (x − 1), (x + 2)(x − 1), (x + 2) (x + 2)2 (x − 1), (x + 2)(x − 1), (x − 1) (x + 2)2 (x − 1), (x − 1), (x − 1), (x − 1). As an example, the rational canonical form for the second list is: 0 1 0 0 0 0 0 4 0 0 0 0 0 0 1 −3 0 0 0 0 0 −4 0 0 1 −4 0 0 0 0 0 0 0 . 0 0 2 Number 3. — 5 points Find all similarity classes of 6 × 6 matrices over C with characteristic polynomial (x4 − 1)(x2 − 1). Solution: First note that in C[x] we have the factorization x4 − 1 = (x − 1)(x + 1)(x − i)(x + i) √ polynomial must have the same roots as x4 − 1, where i = −1. Since x2 − 1 divides x4 − 1, the minimal 4 and so must be divisible by x − 1. Since mA (x) cA (x), the possibilities for mA (x) are (i) mA (x) = x4 − 1, (ii) mA (x) = (x4 − 1)(x − 1) or (x4 − 1)(x + 1), or (iii) mA (x) = (x4 − 1)(x2 − 1). Since the product of all invariant factors divides cA (x), in case (i) there can only be one other invariant factor: x2 − 1. Likewise in each of the cases in (ii) there is one remaining invariant factor: x + 1 or x − 1 respectively. In case (iii) we have mA (x) = cA (x) is the only invariant factor. In summary, there are 4 similarity classes. Number 4. — 5 points Determine all possible rational canonical forms for a linear transformation with characteristic polynomial x2 (x2 + 1)2 . Solution: Note that since the characteristic polynomial has degree 6, we must be considering linear transformations on a 6-dimensional space (or 6 × 6 matrices). The minimal polynomial must have the same roots as the characteristic polynomial, so mA (x) must be divisible by x(x2 + 1). [Note: here I’m assuming we’re over a field where x2 + 1 has distinct roots; this is not the case for all fields—for example, over F2 we have x2 + 1 = (x + 1)2 .] The possibilities for mA (x) and then the resulting possible list of invariant factors are: (there is only one possible list for each mA (x)) (i) mA (x) = x(x2 + 1), and other invariant factor x(x2 + 1), (ii) mA (x) = x2 (x2 + 1), and other invariant factor x2 + 1, (iii) mA (x) = x(x2 + 1)2 , and other invariant factor x, or (iv) mA (x) = x2 (x2 + 1)2 = cA (x) (no other invariant factors). In summary, there are 4 similarity classes for such linear transformations. Number 5. — 5 points Determine which of the following matrices are similar: −1 2 0 4 −1 −4 −4 3 3 −3 2 8 −4 3 8 0 0 1 −3 2 3 2 1 −1 −4 0 3 −1 0 0 4 −3 −4 −4 2 . 3 Solution: The respective Jordan canonical forms are: −1 0 0 0 1 1 0 0 1 −1 0 0 0 0 1 0 0 1 −1 0 0 0 1 1 0 0 1 −1 0 0 so the only similarities are the first and third. Number 6. — 5 points Determine the Jordan canonical forms for the following matrices: 5 −1 −3 4 0 −4 1 0 1 3 −2 −4 4 −3 −4 2 −1 . −3 Solution: The Jordan canonical forms are respectively: 2 1 0 2 0 0 0 1 2 −1 1 0 0 −1 0. 0 0 −1 2 0 0 −1 0 0 1 Number 7. — 5 points Verify for yourself that the matrices −8 A= 7 3 −1 1 0 −10 9 2 −3 B= 4 4 2 −1 −2 −4 4 5 both have (x − 1)2 (x + 1) as characteristic polynomial. Determine the Jordan canonical form for both matrices. explain why one can be diagonalized and the other cannot. Solution: The Jordan canonical forms are respectively: −1 0 0 −1 0 0 0 1 1 0 1 0 0 0 1 0 0 1 so only B can be diagonalized. The minimal polynomial of B is (x−1)(x+1), which has no repeated roots; the minimal polynomial for A is (x + 1)(x − 1)2 which has a repeated root (so A cannot be diagonalized). Number 8. — 5 points Show that the characteristic polynomial of 1 0 A= −2 −2 0 1 −2 0 0 0 0 −1 0 0 1 −2 is a product of linear factors over Q. Determine the rational and Jordan canonical forms for A over Q. Solution: The characteristic polynomial of A is cA (x) = (x − 1)2 (x + 1)2 ; and the minimal polynomial is mA (x) = (x − 1)(x + 1)2 = x3 + x2 − x − 1. The rational and Jordan canonical forms for A are respectively: 0 1 0 0 0 1 0 1 1 −1 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 . 0 −1 1 0 0 −1 Number 9. — 5 points Determine the Jordan canonical form for the matrix 3 4 2 0 0 −8 −4 2 −2 14 7 −4 −3 −15 . −7 3 Solution: The characteristic polynomial of the given matrix is (x− 1)3 (x− 2); and its minimal polynomial is (x − 1)2 (x − 2). The Jordan canonical form is: 2 0 0 0 0 1 0 0 0 1 1 0 3 0 0 . 0 1 Number 10. — 5 points Verify for yourself that the matrices 0 1 A= 1 1 1 0 1 1 1 1 0 1 1 1 1 0 5 −6 B= −3 3 2 −3 −1 1 −8 8 3 −4 −8 8 4 −5 both have characteristic polynomial (x − 3)(x + 1)3 . Determine the Jordan canonical form for each matrix and explain whether or not they are similar. Solution: Both matrices have the specified characteristic polynomial, and both have minimal polynomial (x − 3)(x + 1) (which has no repeated roots). Thus both are diagonalizable with the same Jordan canonical form, as follows (and hence they are similar): 3 0 0 0 0 0 0 −1 . 0 0 −1 0 0 0 0 −1 Number 11. — 10 points (a) Find all similarity classes of 3 × 3 matrices A over F2 satisfying A6 = I (compare with the answer we computed over Q). (b) Find all similarity classes of 4 × 4 matrices B satisfying B 20 = I. Solution: (a) Since A6 = I, the minimal polynomial of A divides x6 − 1. Since A is a 3 × 3 matrix, cA (x) has degree 3. In F2 [x] = Z/2Z[x] we have the (unique) factorization into irreducible polynomials: x6 − 1 = (x3 − 1)2 = (x + 1)2 (x2 + x + 1)2 . Since since the characteristic and minimal polynomials have the same roots, cA (x) is a product of some of the above factors. Thus the only possibilities for cA (x) are: (i) cA (x) = (x + 1)3 , or (ii) cA (x) = (x + 1)(x2 + x + 1). In case (i) the permissible lists of invariant factors are: (ia) x + 1, x + 1, x + 1, or (ib) (x + 1)2 , x + 1. (Note that we cannot have mA (x) = (x + 1)3 , since this does not divide x6 − 1.) In case (ii), mA (x) = cA (x) is the only invariant factor. In summary, there are 3 similarity classes for such A. (b) Likewise, the minimal polynomial of B divides x20 − 1, which factors over F2 into irreducible polynomials as x20 − 1 = (x5 + 1)4 = (x + 1)4 (x4 + x3 + x2 + x + 1)4 . Since B is 4 × 4, its characteristic polynomial has degree 4 and is a product of some of the above factors. It follows that one of the following must hold: (i) cA (x) = (x + 1)4 , or (ii) cA (x) = (x4 + x3 + x2 + x + 1). In case (i) the permissible lists of invariant factors are: (ia) x + 1, x + 1, x + 1, x + 1 (ib) (x + 1)2 , (x + 1)2 , (ic) (x + 1)2 , x + 1, x + 1, (id) (x + 1)3 , x + 1, or (ie) (x + 1)4 . 4 In case (ii), mA (x) = cA (x) is the only invariant factor. In summary, there are 6 similarity classes for such B. Number 12. — 5 points Show that if A2 = A then A is similar to a diagonal matrix which has only 0’s and 1’s along the diagonal. Solution: Since A2 = A, the minimal polynomial of A divides x2 − x = x(x − 1). Since therefore the minimal polynomial has distinct roots, A is similar to a diagonal matrix whose diagonal entries are the roots of the minimal polynomial, namely zeros or ones—and these roots may be repeated many times along the diagonal—as desired. Number 13. — 5 points Prove there are no 3 × 3 matrices A over Q with A8 = I but A4 6= I. Solution: Since A8 = I, the minimal polynomial of A divides x8 − 1, which (one checks) factors into irreducible polynomials in Q[x] as x8 − 1 = (x − 1)(x + 1)(x2 + 1)(x4 + 1). Since the characteristic polynomial of A has degree 3, it can have no factor of x4 + 1. Thus the minimal polynomial of A must divide (x − 1)(x + 1)(x2 + 1) = x4 − 1. This, in turn, shows that A4 − I = 0, as needed to show that there is no such A. 5