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Nonstandard Finite Difference Models...

by Mickens Ronald E

Nonstandard approaches to discretizing differential equations

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Hardcover New English

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AlbakiReads Editorial

Nonstandard approaches to discretizing differential equations

Ronald E. Mickens presents work on constructing nonstandard finite difference schemes for numerically integrating differential equations. The book develops the ideas of “exact” and “best” finite difference schemes and sets out rules for discretizing derivatives and nonlinear expressions. These methods are framed around building discrete models that avoid elementary numerical instabilities; the description also notes their potential to permit larger step sizes or conditional stability in cases where standard techniques do not provide such schemes. With its emphasis on both theoretical principles and practical modeling rules, the book connects the design of numerical methods to the behavior of the equations they represent.

Good fit for readers who enjoy

  • Readers studying numerical methods for differential equations
  • Researchers or students interested in finite difference schemes and their stability
  • Mathematics readers seeking a focused treatment of discrete modeling rules

Themes

Numerical integrationFinite difference schemesStability of discrete modelsDiscretization of derivatives and nonlinear expressions

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Book overview

This book provides a clear summary of the work of the author on the construction of nonstandard finite difference schemes for the numerical integration of differential equations. The major thrust of the book is to show that discrete models of differential equations exist such that the elementary types of numerical instabilities do not occur. A consequence of this result is that in general bigger step-sizes can often be used in actual calculations and/or finite difference schemes can be constructed that are conditionally stable in many instances whereas in using standard techniques no such schemes exist. The theoretical basis of this work is centered on the concepts of "exact" and "best" finite difference schemes. In addition, a set of rules is given for the discrete modeling of derivatives and nonlinear expressions that occur in differential equations. These rules often lead to a unique nonstandard finite difference model for a given differential equation.

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