Swarm intelligent computing of electric eel foraging heuristics for fractional Hammerstein autoregressive exogenous noise model identification

Faisal ALTAF; Ching-Lung CHANG; Naveed Ishtiaq CHAUDHARY; Taimoor Ali KHAN; Zeshan Aslam KHAN; Chi-Min SHU; Muhammad Asif Zahoor RAJA

doi:10.1631/FITEE.2400730

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Swarm intelligent computing of electric eel foraging heuristics for fractional Hammerstein autoregressive exogenous noise model identification

Regular Papers | Updated：2025-11-18

- Swarm intelligent computing of electric eel foraging heuristics for fractional Hammerstein autoregressive exogenous noise model identification
- 用于分数阶Hammerstein自回归外生噪声模型识别的电鳗觅食启发式群体智能计算
- “In the field of fractional calculus, this study introduces a swarm intelligence-based parameter estimation of the fractional Hammerstein autoregressive exogenous noise model. Expert established the electric eel foraging optimization algorithm, which provides solutions to solve parameter estimation problems under multiple noise scenarios.”
- Frontiers of Information Technology & Electronic Engineering Vol. 26, Issue 10, Pages: 1954-1968(2025)
- Affiliations：
  
  1.Graduate School of Engineering Science and Technology, Yunlin University of Science and Technology, Yunlin 64002, Taiwan, China
  2.Department of Computer Science and Information Engineering, Yunlin University of Science and Technology, Yunlin 64002, Taiwan, China
  3.Future Technology Research Center, Yunlin University of Science and Technology, Yunlin 64002, Taiwan, China
  4.International Graduate School of Artificial Intelligence, Yunlin University of Science and Technology, Yunlin 64002, Taiwan, China
  5.Department of Electrical and Computer Engineering, International Islamic University, Islamabad 44000, Pakistan
  6.Department of Safety, Health and Environmental Engineering, Yunlin University of Science and Technology, Yunlin 64002, Taiwan, China
- Author bio：
  
  ‡ Corresponding author
- Funds：
- DOI：10.1631/FITEE.2400730
  CLC： TP271
- Received：20 August 2024，
  
  Revised：2024-12-01，
  
  Published：2025-10
- Accepted：
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Faisal ALTAF, Ching-Lung CHANG, Naveed Ishtiaq CHAUDHARY, et al. Swarm intelligent computing of electric eel foraging heuristics for fractional Hammerstein autoregressive exogenous noise model identification[J]. Frontiers of Information Technology & Electronic Engineering, 2025, 26(10): 1954-1968.
DOI：

Faisal ALTAF, Ching-Lung CHANG, Naveed Ishtiaq CHAUDHARY, et al. Swarm intelligent computing of electric eel foraging heuristics for fractional Hammerstein autoregressive exogenous noise model identification[J]. Frontiers of Information Technology & Electronic Engineering, 2025, 26(10): 1954-1968. DOI： 10.1631/FITEE.2400730.

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Swarm intelligent computing of electric eel foraging heuristics for fractional Hammerstein autoregressive exogenous noise model identification

DOI：10.1631/FITEE.2400730