Beginning with preliminaries on sets, functions, and relations, this book covers the major topics in matrix theory, including matrix transformations; polynomial matrices; matrix decompositions; generalized inverses; Kronecker and Schur algebra; positive-semidefinite matrices; vector and matrix norms; and matrix exponential and stability theory.