Research Article
Modification of Species-Based Differential Evolution for Finding All Solutions of Systems of Nonlinear Equations
@INPROCEEDINGS{10.4108/eai.18-10-2018.2287372, author={Said Iskandar and Didi Febrian and Faridawaty Marpaung and Ayu Adela}, title={Modification of Species-Based Differential Evolution for Finding All Solutions of Systems of Nonlinear Equations}, proceedings={Proceedings of The 5th Annual International Seminar on Trends in Science and Science Education, AISTSSE 2018, 18-19 October 2018, Medan, Indonesia}, publisher={EAI}, proceedings_a={AISTSSE}, year={2019}, month={10}, keywords={differential evolution species-based nonlinier equations}, doi={10.4108/eai.18-10-2018.2287372} }- Said Iskandar
Didi Febrian
Faridawaty Marpaung
Ayu Adela
Year: 2019
Modification of Species-Based Differential Evolution for Finding All Solutions of Systems of Nonlinear Equations
AISTSSE
EAI
DOI: 10.4108/eai.18-10-2018.2287372
Abstract
Nowadays the root finding problem for nonlinear system equations is still one of the difficult problems in computational sciences. Many attempts using deterministic and meta-heuristic methods have been done with their advantages and disadvantages, but many of them have fail to converge to all possible roots.Differential Evolution (DE), a random search techniques using vector as an alternative solution in the search for finding all ofthe real roots from the system of nonlinear equations. Species-based is one of the methods niching the building sub-populations or species in the area with species-seed functions as its center. This study will describe the modification of existing species-based previously to reduce the computational complexity and run more efficiently. The results of the test function shows species-based modifications can localize all potential roots with one running the program