Explicit and Implicit Taylor Series Based Computations

Explicit and Implicit Taylor Series Based Computations

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This paper deals with computer simulations of continuous systems. The research group "High performance computing"
has been working on extremely exact and fast solutions of homogenous differential equations, nonlinear ordinary and partial
differential equations, stiff systems, large systems of algebraic equations, real time simulations and corresponding software
and hardware (parallel) implementations since 1980.
The Modern Taylor Series Method (MTSM) developed at our university is an original mathematical method which uses
the Taylor series method for solving differential equations in a non-traditional way.
Unfortunately, it is easier said than done as there are some peculiar systems of differential equations, which cannot be
solved by commonly used (explicit) methods - the stiff systems.While the definition of this kind of systems is intuitively clear
to the mathematicians the exact definition has not been specified yet. Often unnoticed, stiff systems showed up too often in
practice such as in simulations of electrical circuits, chemical reactions and so on. To solve this kind of problems we can use
for example multiple arithmetic or implicit numerical methods.
In this paper we compare explicit and implicit Taylor series method in solution of the well-known Dahlquist's equation.
We focus on stability and convergence of corresponding computations. Both explicit and implicit Taylor series methods give
very successful results for the Dahlquist's equation and it can be expected that similar results will be obtained for sophisticated
problems.

This paper deals with computer simulations of continuous systems. The research group "High performance computing"
has been working on extremely exact and fast solutions of homogenous differential equations, nonlinear ordinary and partial
differential equations, stiff systems, large systems of algebraic equations, real time simulations and corresponding software
and hardware (parallel) implementations since 1980.
The Modern Taylor Series Method (MTSM) developed at our university is an original mathematical method which uses
the Taylor series method for solving differential equations in a non-traditional way.
Unfortunately, it is easier said than done as there are some peculiar systems of differential equations, which cannot be
solved by commonly used (explicit) methods - the stiff systems.While the definition of this kind of systems is intuitively clear
to the mathematicians the exact definition has not been specified yet. Often unnoticed, stiff systems showed up too often in
practice such as in simulations of electrical circuits, chemical reactions and so on. To solve this kind of problems we can use
for example multiple arithmetic or implicit numerical methods.
In this paper we compare explicit and implicit Taylor series method in solution of the well-known Dahlquist's equation.
We focus on stability and convergence of corresponding computations. Both explicit and implicit Taylor series methods give
very successful results for the Dahlquist's equation and it can be expected that similar results will be obtained for sophisticated
problems.

Differential equations, Taylor series method, TKSL, Stiff systems

Differential equations, Taylor series method, TKSL, Stiff systems

KUNOVSKÝ, J.; SEHNALOVÁ, P.; ŠÁTEK, V.

2011

30.09.2010

American Institute of Physics

Tripolis

978-0-7354-0831-9

8th International Conference of Numerical Analysis and Applied Mathematics

587

590

4