Concepedia

A two-stage evolutionary algorithm for variable selection in the development of RBF neural network models

Alex Alexandridis, Panagiotis Patrinos, Haralambos Sarimveis, George E. Tsekouras

Chemometrics and Intelligent Laboratory Systems · 2004 · 72 citations · 37 references

Open access

Concepts

ComputingComputer ScienceArtificial IntelligenceMachine LearningOptimizationEvolutionary ComputationEvolutionary OptimizationGenetic AlgorithmsOptimization ModelingPopulation-based SearchVariable SelectionEvolutionary Feature SelectionEvolutionary Hyperparameter OptimizationExplanatory Variable SelectionGenetic Algorithm OptimizationGenetic Algorithm Variable Selection

References

37

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text

Business, Biostatistics, Statistical Modeling +9

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

Computing, Computer Science, Algorithms +14

Optimization by Simulated Annealing

Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations

Natural Sciences, Mathematics, Algorithms +10

Equation of State Calculations by Fast Computing Machines

N. Metropolis, Arianna W. Rosenbluth, M. N. Rosenbluth et al. · The Journal of Chemical Physics · 1953 · 37.1K citations

Computing, Computer Engineering, Computer Science +9

Genetic Algorithms in Search

D. E. Goldberg · Medical Entomology and Zoology · 1989 · 10.1K citations

Computing, Computer Science, Algorithms +11