Includes bibliographical references (p. 461-463) and index.
REPRODUCTION NOTE
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Includes interactive index.
CONTENTS NOTE
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Linear algebra -- Nonlinear algebraic systems -- Matrix eigenvalue analysis -- Initial value problems -- Numerical optimization -- Boundary value problems -- Probability theory and stochastic simulation -- Bayesian statistics and parameter estimation -- Fourier analysis.
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SUMMARY OR ABSTRACT
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Suitable for a first year graduate course, this textbook unites the applications of numerical mathematics and scientific computing to the practice of chemical engineering. The implementation of methods in MATLAB is integrated within each chapter and numerous examples in chemical engineering are provided.