Shapiro offers a textbook for an intermediate upper-level undergraduate course in linear algebra that includes combinatorial matrix theory and graph theory. The topics include inner product spaces and orthogonality, the Jordan and Weyr canonical forms, unitary similarity and normal matrices, Hermitian matrices, vector and matrix norms, some matrix factorizations, circulant and block cycle matrices, matrices of zeros and ones, Hadamard matrices, directed graphs, non-negative matrices, and linear dynamical systems. Annotation �2015 Ringgold, Inc., Portland, OR (protoview.com)

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Helene Shapiro

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