TY  - JOUR
IS  - 7
N2  - PSO-GAScript is a domain-specific scripting language designed to support easy and rapid implementation of meta-heuristics algorithms focused on Particle Swarm Optimization (PSO) and Genetic Algorithm (GA). The programming language has been developed to allow the hybridization of the two meta-heuristics algorithms. Hybridizations between PSO and GA are proven to be a comprehensive tool for solving different kinds of optimization problems. Moreover, the two algorithms have achieved a remarkable improvement from the adaptation of dynamic parameterization. Nevertheless, implementing the suitable hybrid algorithms is a considerably difficult, which in most cases is time consuming. To the best of our knowledge, the existing tools are not adequately designed to enable users to easily develop the meta-heuristics hybridization of PSO-GA with dynamic parameterizations. This paper presents the fundamental research methodology of domain-specific scripting language from the language design, constructs and evaluations focused on the case of PSO-GA hybridization and dynamic parameterizations. The PSO-GAScript are shown to easily use with minimal number of codes lines and concisely describe the meta-heuristics algorithms in a directly publishable form. © International Journal of Emerging Technology and Advanced Engineering.All right reserved.
ID  - scholars16588
UR  - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135456434&doi=10.46338%2fijetae0722_09&partnerID=40&md5=c3e0d45808b4dc20e779acb1aa1beca0
JF  - International Journal of Emerging Technology and Advanced Engineering
A1  - Masrom, S.
A1  - Abd Rahman, A.S.
A1  - Omar, N.
A1  - Rapaâ??ee, S.
VL  - 12
Y1  - 2022///
N1  - cited By 0
TI  - PSO-GAScript: A Domain-specific Scripting Language for Meta-heuristics Algorithm
SP  - 86
AV  - none
EP  - 93
SN  - 22502459
PB  - IJETAE Publication House
ER  -