Bm. Pfeiffer et W. Marquardt, SYMBOLIC SEMI-DISCRETIZATION OF PARTIAL-DIFFERENTIAL EQUATION SYSTEMS, Mathematics and computers in simulation, 42(4-6), 1996, pp. 617-628
A symbolical computation approach to the preprocessing of distributed
parameter systems for preparing a numerical solution by a method of li
nes technique is investigated. A first prototype of a toolbox for the
semi-discretization of partial differential equation systems on simple
spatial domains has been implemented in MACSYMA. The equations are cl
assified first in order to support the selection of a particular type
of finite difference or spectral methods provided. The resulting diffe
rential-algebraic system is either represented symbolically in linear
implicit form or in a recursive notation to be passed to an automatic
code generation module. Additionally, the semi-discrete system can be
analyzed numerically to check its stability properties prior to numeri
cal integration. This way, unsuitable discretizations can be detected
and discarded without any simulation experiment. The tool mainly addre
sses the needs which arise in the analysis of the dynamics of chemical
engineering processes.