Four vector intelligent metaheuristic FVIM
版本 1.0.0 (24.7 KB) 作者:
hussam fakhouri
Four vector intelligent metaheuristic FVIM Optimizer
Four vector intelligent metaheuristic FVIM Optimizer
This paper proposes an innovative Swarm Intelligence (SI) algorithm called the Four Vector Intelligent Metaheuristic (FVIM) to address the aforementioned problem. FVIM’s search strategy is guided by four top-performing leaders within a swarm, ensuring a balanced exploration-exploitation trade-of in the search space, avoiding local minima, and mitigating low convergence issues. The efcacy of FVIM is evaluated through extensive experiments conducted over two datasets, incorporating both qualitative and quantitative statistical measurements. One dataset contains twenty-three well-known single-objective optimization functions, such as fxed-dimensional and multi-modal functions, while the other dataset comprises the CEC2017 functions. Additionally, the Wilcoxon test was computed to validate the result’s signifcance. The results illustrate FVIM’s efectiveness in addressing diverse optimization challenges. Moreover, FVIM has been successfully applied to tackle engineering design problems, such as weld beam and truss engineering design.
https://link.springer.com/article/10.1007/s00607-024-01287-w
引用格式
Fakhouri, H. N., Awaysheh, F. M., Alawadi, S., Alkhalaileh, M., & Hamad, F. (2024). Four vector intelligent metaheuristic for data optimization. Computing, 1-39.
MATLAB 版本兼容性
创建方式
R2024a
兼容任何版本
平台兼容性
Windows macOS Linux标签
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Four vector intelligent metaheuristic
版本 | 已发布 | 发行说明 | |
---|---|---|---|
1.0.0 |