Salp swarm algorithm (SSA) is a recently created bio-inspired optimization algorithm presented in 2017 which is based on the swarming mechanism of salps. This paper tries to improve the structure of basic SSA to enhance solution accuracy, reliability and convergence speed. A new control parameter...
An improved Salp Swarm Algorithm has been proposed, which increases population diversity and improves population quality through the good point set strategy and quantum encoding for population initialization; And by using adaptive weights strategy to accelerate convergence speed, and by integrating the dive...
The different combinations of filters are obtained optimally through the improved performance of the salp swarm algorithm and cascading four filters out of twelve different types of filters. The searching ability of standard salp swarm algorithm is enhanced following the strategies in differential ...
Swarm intelligence optimization algorithm (SIOA) has been proposed in recent years, including Particle Swarm Optimization (PSO), Grey Wolf Optimizer (GWO), Sine Cosine Algorithm (SCA), Whale Optimization Algorithm (WOA), Salp Swarm Algorithm (SSA), etc. It has been successfully applied to a var...
One well-known example is the PSO algorithm [8], which emulates the flight patterns of bird flocks. Another example is the Salp Swarm Algorithm (SSA) [9], which is inspired by the foraging behavior of bottle-nosed sea squirts in ocean swarms. Additionally, there are the Crow Search ...
Tubishat M, Idris N, Shuib L, Abushariah MAM, Mirjalili S (2020) Improved salp swarm algorithm based on opposition based learning and novel local search algorithm for feature selection. Expert Syst Appl 145:113122 Article Google Scholar Elaziz MA, Oliva D, Xiong S (2017) An improved oppo...
bird flock search behavior is introduced to endow the shark swimming velocity with adaptive dynamic inertia weights to improve the algorithm's convergence speed. Eventually, the elite shark cosine mutation strategy is introduced in the algorithm position update phase. The periodic characteristic of the ...
3. Event classification using improved salp swarm algorithm based probabilistic neural network in fiber-optic perimeter intrusion detection system [J] . Chen Peichao, You Citian, Ding Panfeng Optical fiber technology . 2020,第May期 机译:基于SALP Swarm算法的光纤周边入侵检测系统中的概率性神经网络...
Coati optimization algorithm: a new bio-inspired metaheuristic algorithm for solving optimization problems. Knowl. Based Syst. 259, 110011 (2023). Article Google Scholar Dai, J. & Fu, L. Research on the hybrid chaos-coud salp swarm algorithm. Commun. Nonlinear Sci. Numer. Simul. 138, ...
Parameter identification of proton exchange membrane fuel cells using an improved salp swarm algorithm. Energy Convers. Manag. 224, 113341. https://doi.org/10.1016/J.ENCONMAN.2020. 113341 (2020). 35. Abdollahzadeh, B., Gharehchopogh, F. S. & Mirjalili, S...