Concepedia

Multiobjective sparrow search feature selection with sparrow ranking and preference information and its applications for high-dimensional data

Lin Sun, Shanshan Si, Weiping Ding, Xinya Wang, Jiucheng Xu

Applied Soft Computing · 2023 · 24 citations · 54 references

Concepts

ComputingData ScienceFeature EngineeringMulti-criteria Decision MakingFeature SelectionMultiobjective OptimizationRanking ProblemsSelection IndexesHigh-dimensional Data MiningHigh-dimensional Feature SelectionMulti-attribute RankingMulti-objective Evolutionary AlgorithmsMulti-objective Feature SelectionMultiobjective Decision MakingMultiobjective Evolutionary AlgorithmsOptimization For High-dimensional Data

References

54

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 47.8K citations

Natural Sciences, Evolutionary Biology, Algorithms +10

Particle swarm optimization

James Kennedy, R.C. Eberhart · 2002 · 47.5K citations

Architecture, Bioinformatics, Directed Evolution +7

The Whale Optimization Algorithm

Seyedali Mirjalili, Andrew Lewis · Advances in Engineering Software · 2016 · 14K citations

Natural Sciences, Fisheries, Algorithms +5

Ant colony optimization

Marco Dorigo, Mauro Birattari, Thomas Stützle · IEEE Computational Intelligence Magazine · 2006 · 5.2K citations

Computing, Computer Science, Algorithms +12

A novel swarm intelligence optimization approach: sparrow search algorithm

Jiankai Xue, Bo Shen · Systems Science & Control Engineering · 2020 · 3.6K citations · Full text

Architecture, Computational Engineering, Algorithms +14