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...
Springer-Verlag GmbH Germany, part of Springer Nature 2021AbstractSalp swarm algorithm (SSA) is a recent optimization technique inspired by behavior of the salp chains in deep oceans.However, the SSA is eff i cient, simple and easy to implement, it is susceptible to stagnation at local optima ...
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...
He, W., Xie, Y., Lu, H., Wang, M., Chen, H.: Predicting coronary atherosclerotic heart disease: an extreme learning machine with improved salp swarm algorithm. Symmetry 12(10), 1651 (2020) Article Google Scholar Patro, S.P., Padhy, N., Chiranjevi, D.: Ambient assisted living ...
[1]JIANG Meiqi, YANG Xing, LUO Congmin.Salp Swarm Algorithm Based on Opposition-Based Learning and Hybrid Position Center[J]. Journal of Xihua University(Natural Science Edition), 2021, 40(1): 17-21, 74.DOI:10.12198/j.issn.1673-159X.3766 ...
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 ...
Abbaszadeh Shahri A, Khorsand Zak M, Abbaszadeh Shahri H (2022) A modified firefly algorithm applying on multi-objective radial-based function for blasting. In: Neural computing and applications, pp 1–17. https://doi.org/10.1007/s00521-021-06544-z Cheng J, Liu J, Kuang H, Wang J (...
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...