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The efficient solution of linear constant-coefficient systems of differential equations

W. H. Enright

Open publisher page 13 citations

Abstract

Most numerical techniques that have been proposed for the solution of constant-coefficient linear prob- Zems involve -either directly or indirectly-approxi mating a matrix exponential. For large systems these techniques can be very expensive to implement on digital computers. In this paper we describe how standard stiff ordinary differential equation (ODE) methods can be modified to take advantage of linear ity and thereby efficiently solve large linear prob lems. Methods based on backward differentiation formulas or second derivative formulas are particular ly suitable for this purpose. The implementation of these methods is discussed and numerical results are presented.

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What this paper is about

Most numerical techniques that have been proposed for the solution of constant-coefficient linear prob- Zems involve -either directly or indirectly-approxi mating a matrix exponential. For large systems these techniques can be very expensive to implement on digital computers. In this paper we describe how standard stiff ordinary differential equation (ODE) methods can be modified to take advantage of linear ity and thereby efficiently solve large linear prob lems. Methods based on backward differentiation formulas or second derivative formulas are particular ly suitable for this purpose. The implementation of these methods is discussed and numerical results are presented.

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OpenAlex reports 13 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

Most numerical techniques that have been proposed for the solution of constant-coefficient linear prob- Zems involve -either directly or indirectly-approxi mating a matrix exponential. For large systems these techniques can be very expensive to implement on digital computers. In this paper we describe how standard stiff ordinary differential equation (ODE) methods can be modified to take advantage of linear ity and thereby efficiently solve large linear prob lems. Methods based on backward differentiation formulas or second derivative formulas are particular ly suitable for this purpose. The implementation of these methods is discussed and numerical results are presented.

Key concepts: Coefficient matrix, Ode, Constant coefficients, Linear differential equation, Constant (computer programming), Stiff equation, Matrix exponential, Ordinary differential equation

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