By William C. Brown

ISBN-10: 0471626023

ISBN-13: 9780471626022

This textbook for senior undergraduate and primary 12 months graduate-level classes in linear algebra and research, covers linear algebra, multilinear algebra, canonical different types of matrices, common linear vector areas and internal product areas. those subject matters offer all the must haves for graduate scholars in arithmetic to organize for advanced-level paintings in such parts as algebra, research, topology and utilized mathematics.

Presents a proper method of complex issues in linear algebra, the maths being provided basically through theorems and proofs. Covers multilinear algebra, together with tensor items and their functorial houses. Discusses minimum and attribute polynomials, eigenvalues and eigenvectors, canonical types of matrices, together with the Jordan, genuine Jordan, and rational canonical types. Covers normed linear vector areas, together with Banach areas. Discusses product areas, protecting genuine internal product areas, self-adjoint modifications, complicated internal product areas, and basic operators.

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**Additional info for A Second Course in Linear Algebra**

**Example text**

15: Let V be a vector space over F and W a subspace of V. Let W' be any complement of W. Then W, W' are independent. The direct sum W e W' is just the product W x W', and 5: W x W' —, W + W' is given by S((oc, fl))=x+/3. If(x, fl)ekerS, then cz+fl=O. But WnW'=O. Therefore, = —fJeWnW' implies = = 0. Thus, S is injective, and W,W' are CX independent. U In our next theorem, we collect a few simple facts about independent subspaces. 16: Let {V11i e A} be a collection of subspaces of V. Then the following statements are equivalent: (a) The i eA are independent!

If T is not injective, show there exists a nonzero 5€ Hom(V, V) with TS = 0. If T is not surjective, show there exists a nonzero 5€ Hom(V, V) such that ST = 0. 19, we claimed that M(cx, cx)[fJ]5 = for all /3eV implies M(a, b)M(ö, = Give a proof of this fact. 17 we claimed TA is an isomorphism if and only if A is an invertible matrix. Give a proof of this fact. 33(c) is correct for any vector spaces V and W. Some knowledge of cardinal arithmetic is needed for this exercise. (9) Let T Hom(V, V). Show that T2 = subspaces M and N of V such that (a) M + N = V.

Is a linearly independent set in W. Then dim W = n implies Ta is a basis of W. In particular, W = L(Ta) = T(L(a)) = T(V). Thus, T is surjective, and hence, an isomorphism. is a basis of V, then Suppose T is surjective. 11, Tx contains a basis of W. Since = Then dimW = n, fl is a basis of W. Now let rzeker T. Write = 0 = >x1T(tx1). Since Tx is a basis of W, x1 = = x,, = 0. Thus, = 0 and T is injective. This competes the proof of (b). We prove (c) in the case that dim V = n < oo. The infinite-dimensional case is left as an exercise at the end of this section.

### A Second Course in Linear Algebra by William C. Brown

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