

Study with the several resources on Docsity
Earn points by helping other students or get them with a premium plan
Prepare for your exams
Study with the several resources on Docsity
Earn points to download
Earn points by helping other students or get them with a premium plan
Linear Algebra,Exterior algebra,determinants,symmetric pairings, Axler vector space,circulant matrix,square matrix,trace,Hermitian skew-symmetric.
Typology: Exercises
1 / 2
This page cannot be seen from the preview
Don't miss anything!


Math 55a: Honors Abstract Algebra Homework Assignment #9 (1 November 2010): Linear Algebra IX: Exterior algebra and determinants, cont’d
—Axler, Symbol Index on p.
The symbols
that appear on the first page of these chapters are decorations [... ] Chapter 1 has one of these symbols, Chapter 2 has two of them, and so on. The symbols get smaller with each chapter. What you may not have noticed is that the sum of the areas of the symbols at the beginning of each chapter is the same [... ] —Axler, p.231 [answering a question posed in PS1]
A couple of Axler problems to start with:
∧n definition of the determinant, even though Axler didn’t intend that.
Symmetric pairings from exterior algebra:
V , and fix a nonzero ψ ∈
V. We have seen that there is a symmetric nondegenerate pairing W × W → F defined by ω ∧ ω′^ = 〈ω, ω′〉ψ. Prove that 〈ω, ω〉 = 0 if and only if ω = v 1 ∧ v 2 for some v 1 , v 2 ∈ V.
∧ 2 n V , and fix a nonzero ψ ∈
∧ 4 n V. Again there is a symmetric nondegen- erate pairing W × W → F defined by ω ∧ ω′^ = 〈ω, ω′〉ψ. Since W is now a real vector space, this pairing has a signature. Find it, and construct a decomposition W = W+ ⊕ W− into orthogonal subspaces such that the pairing is positive-definite on W+ and negative-definite on W−.
The determinant and other properties of a circulant matrix:
Linear algebra as a tool for studying field algebra, continued: Let F be any field, P the polynomial ring F [z], and Pk ⊂ P (k = 0, 1 , 2 ,.. .) the F -vector space of polynomials of degree at most k.
(^1) The construction here can be modified to work in characteristic 2 as well; the result stays the same.
The trace and determinant of the multiplication-by-[α] map on V are called the trace and norm of [α]. It’s easy to see that these are respectively an F-linear functional on V and a multiplicative map from V to F.
Determinants and inner products (and another application of Gram-Schmidt):
∏^ n
i=
‖vi‖
where ‖ · ‖ is the usual norm on F n, with equality if and only if the vi are orthogonal with respect to the corresponding inner product. ii) Deduce that if M is a positive-definite symmetric or Hermitian n × n matrix with entries ai,j then
det M ≤
∏^ n
i=
ai,i,
with equality if and only if M is diagonal.
(We know already that det M and the diagonal entries ai,i are positive real numbers.)
And pfinally: A square matrix A with entries aij in a field F is said to be skew-symmetric if its entries satisfy aij = −aji for all i, j and the diagonal entries aii all vanish. We’ll show in class that det A = 0 if A has odd order; here we study the even case.
1 ≤i<j≤ 2 n aij^ ei^ ∧^ ej^ ; then Pf(A)^ ∈^ F^ is the scalar such that ωn^ = n! Pf(A)(e 1 ∧ e 2 ∧ · · · ∧ e 2 n) in ∧^2 n(F 2 n). (Of course ωn^ means ω ∧ ω ∧ · · · ∧ ω with n factors.) Give an explicit formula for Pf(A) in terms of the aij , analogous to the formula for the determinant as a sum of n! monomials. Prove that det(A) = (Pf(A))^2.
This problem set is due Wednesday, 10 November, at the beginning of class. (^2) I mean this literally: P and Q should have nonzero coefficients of zm (^) and zn (^) respectively.