Numerical methods with chemical engineering applications

Numerical methods with chemical engineering applications

by Dorfman, Kevin D.

Type Book
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Designed primarily for undergraduates, but also graduates and practitioners, this textbook integrates numerical methods and programming with applications from chemical engineering. Combining mathematical rigor with an informal writing style, it thoroughly introduces the theory underlying numerical methods, its translation into MATLAB programs, and its use for solving realistic problems. Specific topics covered include accuracy, convergence and numerical stability, as well as stiffness and ill-c…

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Title Statements

  • Full title :Numerical methods with chemical engineering applications / Kevin D. Dorfman and Prodromos Daoutidis.

Summary

Designed primarily for undergraduates, but also graduates and practitioners, this textbook integrates numerical methods and programming with applications from chemical engineering. Combining mathematical rigor with an informal writing style, it thoroughly introduces the theory underlying numerical methods, its translation into MATLAB programs, and its use for solving realistic problems. Specific topics covered include accuracy, convergence and numerical stability, as well as stiffness and ill-conditioning. MATLAB codes are developed from scratch, and their implementation is explained in detail, all while assuming limited programming knowledge. All scripts employed are downloadable, and built-in MATLAB functions are discussed and contextualised. Numerous examples and homework problems - from simple questions to extended case studies - accompany the text, allowing students to develop a deep appreciation for the range of real chemical engineering problems that can be solved using numerical methods. This is the ideal resource for a single-semester course on numerical methods, as well as other chemical engineering courses taught over multiple semesters.

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Edition Statements

  • Publication Date:©2017

Publication Statements

Notes

Includes index.

The Physical Object

  • Description:xxii, 488 pages : : illustrations ; : 26 cm.

Edition Identifiers

  • ISBN:9781107135116, 1107135117
  • oclc:ocn962303004
  • LC Classification:TP155.2.M36
  • Dewey Decimal:660.01518

Table of Contents

Mathematical modeling and structured programming -- Linear algebraic equations -- Nonlinear algebraic equations -- Initial value problems -- Dynamical systems -- Boundary value problems -- Partial differential equations -- Interpolation and integration -- Appendix A: MATLAB "tutorial" -- Determinant of a matrix.

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