Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation DOI
Laith Abualigah,

Nada Khalil Al-Okbi,

Emad Mahrous Awwad

et al.

Evolving Systems, Journal Year: 2024, Volume and Issue: 15(4), P. 1399 - 1426

Published: Feb. 15, 2024

Language: Английский

An Adaptive Sand Cat Swarm Algorithm Based on Cauchy Mutation and Optimal Neighborhood Disturbance Strategy DOI Creative Commons
Xing Wang, Qian Liu, Li Zhang

et al.

Biomimetics, Journal Year: 2023, Volume and Issue: 8(2), P. 191 - 191

Published: May 4, 2023

Sand cat swarm optimization algorithm (SCSO) keeps a potent and straightforward meta-heuristic derived from the distant sense of hearing sand cats, which shows excellent performance in some large-scale problems. However, SCSO still has several disadvantages, including sluggish convergence, lower convergence precision, tendency to be trapped topical optimum. To escape these demerits, an adaptive based on Cauchy mutation optimal neighborhood disturbance strategy (COSCSO) are provided this study. First foremost, introduction nonlinear parameter favor scaling up global search helps retrieve optimum colossal space, preventing it being caught Secondly, operator perturbs step, accelerating speed improving efficiency. Finally, diversifies population, broadens enhances exploitation. reveal COSCSO, was compared with alternative algorithms CEC2017 CEC2020 competition suites. Furthermore, COSCSO is further deployed solve six engineering The experimental results that strongly competitive capable practical

Language: Английский

Citations

23
An enhanced chameleon swarm algorithm for global optimization and multi-level thresholding medical image segmentation DOI
Reham R. Mostafa, Essam H. Houssein, Abdelazim G. Hussien

et al.

Neural Computing and Applications, Journal Year: 2024, Volume and Issue: 36(15), P. 8775 - 8823

Published: March 5, 2024

Language: Английский

Citations

14
A Comprehensive Survey of Multi-Level Thresholding Segmentation Methods for Image Processing DOI

Mohammad Amiriebrahimabadi,

Zhina Rouhi,

N. Mansouri

et al.

Archives of Computational Methods in Engineering, Journal Year: 2024, Volume and Issue: 31(6), P. 3647 - 3697

Published: March 27, 2024

Language: Английский

Citations

14
A parallel compact Marine Predators Algorithm applied in time series prediction of Backpropagation neural network (BNN) and engineering optimization DOI
Jeng‐Shyang Pan, Z. Zhang, Shu‐Chuan Chu

et al.

Mathematics and Computers in Simulation, Journal Year: 2024, Volume and Issue: 220, P. 65 - 88

Published: Jan. 19, 2024

Language: Английский

Citations

10
Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation DOI
Laith Abualigah,

Nada Khalil Al-Okbi,

Emad Mahrous Awwad

et al.

Evolving Systems, Journal Year: 2024, Volume and Issue: 15(4), P. 1399 - 1426

Published: Feb. 15, 2024

Language: Английский

Citations

9