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...Problems and solutions in matrix calculus by willi hans steeb international school for scientic computing at university of johannesburg south africa preface the manuscript supplies a collection introductory ad vanced prescribed book advanced nd edition yorick hardy world publishing singapore v contents notation x basic operations linear equations determinants traces eigenvalues eigenvectors commutators anticommutators decomposition matrices functions dierential kronecker product norms scalar products groups lie algebras graphs hadamard dierentiation integration numerical methods vii...