For this purpose, a dynamic multi-objective sparrow search algorithm (SSA) with fusion prediction strategy, based on difference model and kernel extreme learning machine (DMOSSA-FPS), is proposed. Given the diversity of change characteristics, a single prediction model is insufficient. Therefore, ...
Multi-objective slime mold algorithm NSGA2: Non-dominated sorting genetic algorithm PF: Pareto front rNSGA2: Reference solution-based NSGA2 SF-DE: Superior feasible solutions differential evolution SMA: Slime mold algorithm SSA: Sparrow search algorithm TiGEA-2: A tri-goal evolution TS...
(Code) Multi-objective Sparrow Search Optimization for Task Scheduling in Fog-Cloud-Blockchain Systems peer-to-peerpareto-frontmultiobjective-optimizationblockchain-networkiot-devicehypervolumecloud-fogtask-schedulingsparrow-search-optimizationhyperarea-ratiospacing-to-extentgenerational-distancereference-front ...
Xu et al. evaluated the resilience of agricultural land–water resource systems using a Projection Pursuit model based on the Sparrow Search Algorithm. The research showed that the model has good performance in terms of solution speed and optimization ability56. When evaluating prefabricated component ...
In order to verify the superiority of this algorithm over the orginal multiobjective sparrow algorithm, and take the path length, path smoothness, and path security as the indexes of multiobjective optimization, BPMOSMA and MOSSA are simulated under two different maps. The population number is 30...
Xue, J. & Shen, B. ‘A novel swarm intelligence optimization approach: sparrow search algorithm,’’ syst.Sci. Control Eng.8(1), 22–34 (Jan. 2020). MiarNaeimi, F., Azizyan, G. & Rashki, M. Feb., ‘‘Horse herd optimization algorithm: A nature-inspired algorithm for high-dimensi...
Kathiroli P, Selvadurai K (2021) Energy efficient cluster head selection using improved Sparrow Search Algorithm in Wireless Sensor Networks. Journal of King Saud University-Computer and Information Sciences Gorgich S, Tabatabaei S (2021) Proposing an energy-aware routing protocol by using fish swar...
Up to now, owing to the fact that the sparrow search algorithm has not been come up with for a long time, researchers are still in the exploratory stage and have not been able to develop an absolutely excellent algorithm. In order to further improve the solution accuracy and convergence effi...
Wu, R., Huang, H., Wei, J., Ma, C., Zhu, Y., Chen, Y., Fan, Q.: An improved sparrow search algorithm based on quantum computations and multi-strategy enhancement. Expert Syst. Appl. 215, 119421 (2023). https://doi.org/10.1016/j.eswa.2022.119421 Article Google Scholar Alimorad...
He et al.21 proposed an Improved Sparrow Search Algorithm (ISSA) that integrates Cauchy mutation and reverse learning strategies to solve the joint scheduling problem of the Sanmenxia Reservoir and the Xiaolangdi Reservoir on the mainstream of the Yellow River; Wang et al.22 proposed a Yin-Yang...