Solving Equations Systems by Spider Optimization Algorithm
Solving Equations Systems by Spider Optimization Algorithm
Author(s): Liviu Octavian Mafteiu-Scai, RoxanaTeodora Mafteiu-Scai, Gabriel GiscaSubject(s): Information Architecture
Published by: UIKTEN - Association for Information Communication Technology Education and Science
Keywords: linear equation systems; social spider optimization; metaheuristics; convergence; runtime
Summary/Abstract: In this paper four algorithms for solving linear equations systems, based on Social Spider Optimization (SSO) algorithm are proposed, and the solving process is being viewed as an optimization problem. Experimental results showed that the proposed algorithms are able to find the solution vector for such a linear system even when math classical methods fail. One of the best improvements of SSO in the case of our problem consists in modifying the search space for each component of the system solution vector depending on the global fitness and the particular fitness of vector solution components.
Journal: SAR Journal - Science and Research
- Issue Year: 7/2024
- Issue No: 3
- Page Range: 169-177
- Page Count: 9
- Language: English