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Computational techniques have become indispensable tools in solving
complex problems in transport phenomena. This book, first published
in 1997, provides a clear, user-oriented introduction to the
subject. Each self-contained chapter includes a detailed worked
example and a discussion of the problem system equations. Also
included are the numerical methods used; computer code for the
solution of the problem system equations; discussion of the
numerical solution with emphasis on physical interpretation; and
when appropriate, a comparison of the numerical solution with an
analytical solution or a discussion of how the numerical solution
goes beyond what can be done analytically, especially for nonlinear
problems. Intended for students and a broad range of scientists and
engineers, the book includes computer code written in transportable
Fortran so that readers can produce the numerical solutions and
then extend them to other cases. The programs are also available on
the author's web site at http://www.lehigh.edu/~wes1/wes1.html.
Computational Mathematics in Engineering and Applied Science provides numerical algorithms and associated software for solving a spectrum of problems in ordinary differential equations (ODEs), differential algebraic equations (DAEs), and partial differential equations (PDEs) that occur in science and engineering. It presents detailed examples, each including a complete analysis of a computer code written in transportable Fortran 77. Each example also includes a discussion of the problem equations, the coding of the equations, and the computed numerical solution. The benefits of using quality general-purpose library routines to solve ODE/DAE/PDE problems are illustrated as well.
This popular, classic book is a valuable reference for methodologies in numerical mathematics applicable to a broad spectrum of problems encountered across many disciplines- virtually all fields of science and engineering. It also serves as an excellent text for senior undergraduates or beginning graduate students in computational science.
Scientists and engineers attempting to solve complex problems require efficient, effective ways of applying numerical methods to ODEs and PDEs. They need a resource that enables fast access to library routines in their choice of a programming language.
Ordinary and Partial Differential Equation Routines in C, C++, Fortran, Java, Maple, and MATLAB provides a set of ODE/PDE integration routines in the six most widely used languages in science and engineering, enabling scientists and engineers to apply ODE/PDE analysis toward solving complex problems.
This text concisely reviews integration algorithms, then analyzes the widely used Runge Kutta method ( since hyphenation is used here, I added it below; hyphenation could also be dropped since it is not used in the book). It first presents a complete code before discussing its components in detail, focusing on integration concepts such as error monitoring and control.
The format allows you to understand the basics of ODE/PDE integration, then calculate sample numerical solutions within your targeted programming language. The applications discussed can be used as templates for the development of a spectrum of new applications and associated codes.
Time delayed (lagged) variables are an inherent feature of
biological/physiological systems. For example, infection from a
disease may at first be asymptomatic, and only after a delay is the
infection apparent so that treatment can begin.Thus, to adequately
describe physiological systems, time delays are frequently required
and must be included in the equations of mathematical models. The
intent of this book is to present a methodology for the formulation
and computer implementation of mathematical models based on time
delay ordinary differential equations (DODEs) and partial
differential equations (DPDEs). The DODE/DPDE methodology is
presented through a series of example applications, particularly in
biomedical science and engineering (BMSE). The computer-based
implementation of the example models is explained with routines
coded (programmed) in R, a quality, open-source scientific
computing system that is readily available from the Internet.
Formal mathematics is minimized, e.g., no theorems and proofs.
Rather, the presentation is through detailed examples that the
reader/researcher/analyst can execute on modest computers. The DPDE
analysis is based on the method of lines (MOL), an established
general algorithm for PDEs, implemented with finite differences.
The example applications can first be executed to confirm the
reported solutions, then extended by variation of the parameters
and the equation terms, and even the forumulation and use of
alternative DODE/DPDE models. * Introduces time delay ordinary and
partial differential equations (DODE/DPDEs) and their numerical
computer-based integration (solution) * Illustrates the computer
implementation of DODE/DPDE models with coding (programming) in R,
a quality, open-source scientific programming system readily
available from the Internet * Applies DODE/DPDE models to
biological/physiological systems through a series of examples *
Provides the R routines for all of the illustrative applications
through a download link * Facilitates the use of the models with
reasonable time and effort on modest computers
Computational techniques have become indispensable tools in solving complex problems in transport phenomena. This book provides a clear, user-oriented introduction to the subject of computational transport phenomena. Each self-contained chapter includes a detailed worked example and a discussion of the problem system equations. Also included are the numerical methods used; computer code for the solution of the problem system equations; discussion of the numerical solution with emphasis on physical interpretation; and, when appropriate, a comparison of the numerical solution with an analytical solution or a discussion of how the numerical solution goes beyond what can be done analytically, especially for nonlinear problems. Intended for students and a broad range of scientists and engineers, the book includes computer code written in transportable Fortran so the reader can produce the numerical solutions and then extend them to other cases.
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