A Multi-Strategy Improvement Secretary Bird Optimization Algorithm for Engineering Optimization Problems [PDF]
BiomimeticsBased on a meta-heuristic secretary bird optimization algorithm (SBOA), this paper develops a multi-strategy improvement secretary bird optimization algorithm (MISBOA) to further enhance the solving accuracy and convergence speed for engineering ...
Song Qin +3 more
doaj +6 more sources
A Dual-Mechanism Enhanced Secretary Bird Optimization Algorithm and Its Application in Engineering Optimization [PDF]
BiomimeticsThe secretary bird optimization algorithm is a recently developed swarm intelligence method with potential for solving nonlinear and complex optimization problems.
Changzu Chen +4 more
doaj +7 more sources
An Enhanced Secretary Bird Optimization Algorithm Based on Multi Population Management for Numerical Optimization Problems [PDF]
BiomimeticsThe Secretary Bird Optimization Algorithm (SBOA) is a novel swarm-based meta-heuristic that formulates an optimization model by mimicking the secretary bird’s hunting and predator-evasion behaviors, and thus possesses appreciable application potential ...
Jin Zhu +4 more
doaj +6 more sources
Enhanced secretary bird optimization algorithm with multi-strategy fusion and Cauchy–Gaussian crossover [PDF]
Scientific ReportsTo address the issues of low convergence accuracy and susceptibility to local optima in the Secretary Bird Optimization Algorithm (SBOA), this paper proposes an improved algorithm (UTFSBOA) that integrates multi-strategy collaboration and Cauchy-Gaussian
Xinle Wang, Peijun Wei, Yancang Li
doaj +5 more sources
Multi-strategy secretary bird optimization algorithm for UAV path planning in complex environment [PDF]
Scientific ReportsThis paper proposes a UAV path planning method based on a Multi-strategy Secretary Bird Optimization Algorithm (MSBOA) to address the challenges of navigating complex terrain.
Le Feng +4 more
doaj +5 more sources
Secretary bird optimization algorithm based on quantum computing and multiple strategies improvement for KELM diabetes classification [PDF]
Scientific ReportsThe classification of chronic diseases has long been a prominent research focus in the field of public health, with widespread application of machine learning algorithms.
Yu Zhu +5 more
doaj +5 more sources
Secretary bird optimization algorithm incorporating independent thinking mechanism and sine-square step length for feature selection [PDF]
Scientific ReportsAn improved Secretary Bird Optimization Algorithm (ISSBOA) is proposed. First, an independent thinking mechanism (IM) enhances the algorithm’s ability to avoid local optima traps and broadens global exploration during the optimization process.
Xiaoping Zhang +3 more
doaj +6 more sources
A Multi-Strategy Enhanced Bionic-Inspired Secretary Bird Optimization Algorithm for Numerical Optimization and Artistic Image Segmentation [PDF]
BiomimeticsTo address the limitations of the original Secretary Bird Optimization Algorithm (SBOA), such as insufficient population diversity, weak local exploitation ability, and a tendency to become trapped in local optima when solving complex optimization ...
Xuanqi Yuan, Jinlu Qin, Xiaohan Zhong
doaj +3 more sources
Enhanced Secretary Bird Optimization Algorithm for Energy-Efficient Cluster Head Selection in Wireless Sensor Networks [PDF]
SensorsCluster Head (CH) selection is a crucial process in clustered Wireless Sensor Networks (WSNs) because it directly affects energy balance and network lifetime.
Ketty Siti Salamah +2 more
doaj +5 more sources
Augmented secretary bird optimization algorithm for wireless sensor network deployment and engineering problem. [PDF]
PLoS ONEThis study develops an enhanced Secretary Bird Optimization Algorithm (ASBOA) based on the original Secretary Bird Optimization Algorithm (SBOA), aiming to further improve the solution accuracy and convergence speed for wireless sensor network (WSN ...
Qingwen Meng +4 more
doaj +4 more sources