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Challenges in Solving Differential/Algebraic Equations with Numerical Methods, Apuntes de Matemáticas

This paper explores the complexities of using numerical methods to solve systems of differential/algebraic equations (daes), which can include standard ode systems as well as more complex problems. Some daes can be solved using common stiff ode solvers, while others require modifications to error estimates and strategies. A third class of daes cannot be solved at all with such codes, necessitating alternative methods.

Tipo: Apuntes

2022/2023

Subido el 17/09/2022

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Differential/Algebraic Equations are not ODE’s
Linda Petzold
This paper outlines a number of difficulties which can arise when numerical methods are used to
solve systems of differential/algebraic equations of the form F(t,y,y )=0. Problems which can be
written in this general form include standard ODE systems as well as problems which are
substantially different from standard ODE’S. Some of the differential/algebraic systems can be
solved using numerical methods which are commonly used for solving stiff systems of ordinary
differential equations. Other problems can be solved using codes based on the stiff methods, but
only after extensive modifications to the error estimates and other strategies in the code. A
further class of problems cannot be solved at all with such codes, because changing the stepsize
causes large errors in the solution. We describe in detail the causes of these difficulties and
indicate solutions in some cases.

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Differential/Algebraic Equations are not ODE’s Linda Petzold This paper outlines a number of difficulties which can arise when numerical methods are used to solve systems of differential/algebraic equations of the form F(t,y,y )=0. Problems which can be′ written in this general form include standard ODE systems as well as problems which are substantially different from standard ODE’S. Some of the differential/algebraic systems can be solved using numerical methods which are commonly used for solving stiff systems of ordinary differential equations. Other problems can be solved using codes based on the stiff methods, but only after extensive modifications to the error estimates and other strategies in the code. A further class of problems cannot be solved at all with such codes, because changing the stepsize causes large errors in the solution. We describe in detail the causes of these difficulties and indicate solutions in some cases.