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Books > Science & Mathematics > Mathematics > Algebra
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Advanced Linear Algebra for Engineers with MATLAB (Hardcover)
Loot Price: R3,515
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Advanced Linear Algebra for Engineers with MATLAB (Hardcover)
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Arming readers with both theoretical and practical knowledge,
Advanced Linear Algebra for Engineers with MATLAB (R) provides
real-life problems that readers can use to model and solve
engineering and scientific problems in fields ranging from signal
processing and communications to electromagnetics and social and
health sciences. Facilitating a unique understanding of rapidly
evolving linear algebra and matrix methods, this book: Outlines the
basic concepts and definitions behind matrices, matrix algebra,
elementary matrix operations, and matrix partitions, describing
their potential use in signal and image processing applications
Introduces concepts of determinants, inverses, and their use in
solving linear equations that result from electrical and
mechanical-type systems Presents special matrices, linear vector
spaces, and fundamental principles of orthogonality, using an
appropriate blend of abstract and concrete examples and then
discussing associated applications to enhance readers'
visualization of presented concepts Discusses linear operators,
eigenvalues, and eigenvectors, and explores their use in matrix
diagonalization and singular value decomposition Extends presented
concepts to define matrix polynomials and compute functions using
several well-known methods, such as Sylvester's expansion and
Cayley-Hamilton Introduces state space analysis and modeling
techniques for discrete and continuous linear systems, and explores
applications in control and electromechanical systems, to provide a
complete solution for the state space equation Shows readers how to
solve engineering problems using least square, weighted least
square, and total least square techniques Offers a rich selection
of exercises and MATLAB (R) assignments that build a platform to
enhance readers' understanding of the material Striking the
appropriate balance between theory and real-life applications, this
book provides both advanced students and professionals in the field
with a valuable reference that they will continually consult.
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