Download e-book for iPad: Numerical Linear Algebra with Applications: Using MATLAB by William Ford

By William Ford

ISBN-10: 012394435X

ISBN-13: 9780123944351

Designed in case you are looking to achieve a pragmatic wisdom of recent computational strategies for the numerical answer of linear algebra difficulties, Numerical Linear Algebra with Applications comprises all of the fabric precious for a primary yr graduate or complicated undergraduate direction on numerical linear algebra with quite a few functions to engineering and science.

With a unified presentation of computation, simple set of rules research, and numerical ways to compute options, this ebook is perfect for fixing real-world difficulties. It offers worthy mathematical heritage info in the event you are looking to learn how to clear up linear algebra difficulties, and gives an intensive rationalization of the problems and strategies for useful computing, utilizing MATLAB because the automobile for computation. The proofs of required effects are supplied with out leaving out severe info. The Preface indicates ways that the e-book can be utilized without or with a thorough examine of proofs.

    • Six introductory chapters that completely give you the required heritage if you haven't taken a direction in utilized or theoretical linear algebra
    • Detailed factors and examples
    • A via dialogue of the algorithms useful for the actual computation of the answer to the main often happening difficulties in numerical linear algebra
    • Examples from engineering and technology applications

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    Extra resources for Numerical Linear Algebra with Applications: Using MATLAB

    Sample text

    12. Consider the homogeneous system 1 3 1 2 A simple calculation verifies that 1 3 1 2 −1 = x = 0. −2 3 , and so 1 −1 −2 3 1 −1 1 3 1 2 −2 3 1 −1 Ix = x = 0. x= 0 0 , There are some cases where there is an explicit formula for the inverse matrix. In particular, we can demonstrate a formula for the inverse of a 2 × 2 matrix subject to a condition. a b d −b Let A = with ad − bc = 0 and let B = (1/(ad − bc)) . Perform a direct calculation of AB. 4. The expression ad − bc is called the determinant of A and is denoted by det(A).

    2 . ⎥ ⎥ ⎢ ⎣0 0⎦ 0 0 ⎤ ⎡ 0 ⎥ ⎢0 ⎥ ⎢ ⎥ ⎢ . ⎥ , . . , en = ⎢ .. ⎥ ⎢ ⎦ ⎣0 1 ⎤ ⎥ ⎥ ⎥ ⎥. ⎥ ⎦ ⎡ ⎤ 1 0 0 For example, I = and I = ⎣ 0 1 0 ⎦. The identity matrix plays a critical role in linear algebra. When any n × n 0 0 1 matrix A is multiplied by the identity matrix, either on the left or the right, the result is A. Thus, the identity matrix acts like 1 in the real number system. For example, 1 0 0 1 ⎡ ⎤⎡ ⎤ ⎡ ⎤ ⎡ ⎤ 2 6 1 1 0 0 2 (1) + 6 (0) + 1(0) 2 (0) + 6 (1) + 1(0) 2 (0) + 6 (0) + 1(1) 2 6 1 ⎣ 7 2 9 ⎦⎣ 0 1 0 ⎦ = ⎣ ⎦ = ⎣ 7 2 9 ⎦.

    0 . . cn−1,n−1 cn−1,n bn−1 ⎦ 0 0 ... cn bn begins with xn = bn cnn followed by xn−1 = bn−1 − cn−1,n xn cn−1,n−1 . In general, xi = bi − n j=i+1 cij xj , i = n − 1, n − 2, . . , 1. cii We now formally describe the Gaussian elimination procedure. Start with matrix A and produce matrix B in upper-triangular form which is row-equivalent to A. If A is the augmented matrix of a system of linear equations, then applying back substitution to B determines the solution to the system.

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    Numerical Linear Algebra with Applications: Using MATLAB by William Ford

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