Speaker
Dr
Dragan Jakimovski
(Institute of Physics, Faculty of Natural Sciences and Mathematics, Skopje, Macedonia)
Description
We report our results, obtained so far, in developing a novel, general two step genetic algorithm for finding an analytical solution of systems of ordinary differential equations, ant its generalization for solving more complex systems of ordinary and partial differential equations. We tested extended solution for solving several complex systems of different type of differential equations and achieve excellent results for small number of generations. Due to the computationally intensive calculations the code is implemented and tested in HPC environment with promising results in view of performance and scaling. A possibility for application in more complex research-level models is noted and evaluated.
Primary author
Mr
Jane Jovanovski
(Faculty of Computer Science and Engineering, Skopje, Macedonia)
Co-authors
Dr
Boro Jakimovski
(Faculty of Computer Science and Engineering, Skopje, Macedonia)
Dr
Dragan Jakimovski
(Institute of Physics, Faculty of Natural Sciences and Mathematics, Skopje, Macedonia)
