Concepedia

Adaptive crossover operator based multi-objective binary genetic algorithm for feature selection in classification

Yu Xue, Haokai Zhu, Jiayu Liang, Adam Słowik

Knowledge-Based Systems · 2021 · 193 citations · 40 references

Concepts

ComputingData ScienceData MiningMachine LearningOptimizationCrossover OperatorsFeature SelectionGenetic AlgorithmsMulti-objective OptimizationMultiobjective OptimizationOptimization For Machine LearningAdaptive Crossover DesignsEvolutionary Feature SelectionFeature Selection For ClassificationGenetic Algorithm OptimizationMulti-objective Evolutionary AlgorithmsMulti-objective Feature SelectionMultiobjective Genetic Algorithms

References

40

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

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

Computing, Computer Science, Artificial Intelligence +10

MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition

Qingfu Zhang, Hui Li · IEEE Transactions on Evolutionary Computation · 2007 · 9.6K citations

Natural Sciences, Computer Science, Algorithms +16

SPEA2: Improving the strength pareto evolutionary algorithm

Eckart Zitzler, Marco Laumanns, Lothar Thiele · Repository for Publications and Research Data (ETH Zurich) · 2001 · 5K citations · Full text

Architecture, Evolutionary Biology, Optimization +8

Feature selection for classification

Manoranjan Dash, Hua Liu · Intelligent Data Analysis · 1997 · 2.6K citations

Computing, Computer Science, Data Mining +11