Genetic algorithm and Particle Swarm Optimization of ensemble neural networks with type-1 and type-2 fuzzy integration for prediction of the Taiwan Stock Exchange

Stock Exchange ◽

Particle Swarm ◽

Swarm Optimization ◽

Taiwan Stock Exchange ◽

Nature-Inspired Design of Hybrid Intelligent Systems - Studies in Computational Intelligence ◽

Particle Swarm Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for the Taiwan Stock Exchange

10.1007/978-3-319-47054-2_27 ◽

2016 ◽

pp. 409-421 ◽

Cited By ~ 1

Author(s):

Martha Pulido ◽

Patricia Melin ◽

Olivia Mendoza

Keyword(s):

Neural Networks ◽

Stock Exchange ◽

Particle Swarm ◽

Swarm Optimization ◽

Taiwan Stock Exchange ◽

Recent Advances of Hybrid Intelligent Systems Based on Soft Computing - Studies in Computational Intelligence ◽

Comparison of Genetic Algorithm and Particle Swarm Optimization of Ensemble Neural Networks for Complex Time Series Prediction

10.1007/978-3-030-58728-4_3 ◽

2020 ◽

pp. 51-77

Author(s):

Martha Pulido ◽

Patricia Melin

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Time Series ◽

Time Series Prediction ◽

Particle Swarm ◽

Swarm Optimization ◽

Complex Time ◽

Recent Developments and the New Direction in Soft-Computing Foundations and Applications - Studies in Fuzziness and Soft Computing ◽

Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for Prediction of the Taiwan Stock Exchange

10.1007/978-3-319-75408-6_13 ◽

2018 ◽

pp. 151-164 ◽

Cited By ~ 4

Author(s):

Martha Pulido ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Stock Exchange ◽

Taiwan Stock Exchange ◽

Particle swarm optimization of ensemble neural networks with fuzzy aggregation for time series prediction of the Mexican Stock Exchange

Information Sciences ◽

10.1016/j.ins.2014.05.006 ◽

2014 ◽

Vol 280 ◽

pp. 188-204 ◽

Cited By ~ 76

Author(s):

Martha Pulido ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Time Series ◽

Stock Exchange ◽

Time Series Prediction ◽

Particle Swarm ◽

Swarm Optimization ◽

Fuzzy Aggregation ◽

Advances in Data Analysis with Computational Intelligence Methods - Studies in Computational Intelligence ◽

Optimization of Ensemble Neural Networks with Type-1 and Interval Type-2 Fuzzy Integration for Forecasting the Taiwan Stock Exchange

10.1007/978-3-319-67946-4_6 ◽

2017 ◽

pp. 169-181

Author(s):

Martha Pulido ◽

Patricia Melin ◽

Olivia Mendoza

Keyword(s):

Neural Networks ◽

Stock Exchange ◽

Taiwan Stock Exchange ◽

Ensemble Neural Networks ◽

Interval Type

Hybrid Training Method for Type-2 Fuzzy Neural Networks Using Particle Swarm Optimization

Fuzzy Neural Networks for Real Time Control Applications ◽

10.1016/b978-0-12-802687-8.00008-6 ◽

2016 ◽

pp. 133-160 ◽

Cited By ~ 1

Author(s):

Erdal Kayacan ◽

Mojtaba Ahmadieh Khanesar

Keyword(s):

Neural Networks ◽

Particle Swarm ◽

Fuzzy Neural Networks ◽

Training Method ◽

Swarm Optimization ◽

Fuzzy Neural

Optimization with genetic algorithm and particle swarm optimization of type-2 fuzzy integrator for ensemble neural network in time series

2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz-ieee.2016.7737946 ◽

2016 ◽

Cited By ~ 1

Author(s):

Fernando Gaxiola ◽

Patricia Melin ◽

Fevrier Valdez ◽

Juan R. Castro

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Time Series ◽

Particle Swarm ◽

Swarm Optimization ◽

Ensemble Neural Network

Particle swarm optimization for solving a class of type-1 and type-2 fuzzy nonlinear equations

2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz-ieee.2017.8015474 ◽

2017 ◽

Author(s):

Sheriff Sadiqbatcha ◽

Saeed Jafarzadeh ◽

Yiannis Ampatzidis

Keyword(s):

Nonlinear Equations ◽

Particle Swarm ◽

Swarm Optimization

Optimization of type-2 fuzzy weight for neural network using genetic algorithm and particle swarm optimization

2013 World Congress on Nature and Biologically Inspired Computing ◽

10.1109/nabic.2013.6617864 ◽

2013 ◽

Cited By ~ 9

Author(s):

Fernando Gaxiola ◽

Patricia Melin ◽

Fevrier Valdez ◽

Oscar Castillo

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Particle Swarm ◽

Swarm Optimization ◽

Fuzzy Weight

A comparative experimental study of type-1/type-2 fuzzy cascade controller based on genetic algorithms and particle swarm optimization

Expert Systems with Applications ◽

10.1016/j.eswa.2011.02.169 ◽

2011 ◽

Vol 38 (9) ◽

pp. 11217-11229 ◽

Cited By ~ 81

Author(s):

Sung-Kwun Oh ◽

Han-Jong Jang ◽

Witold Pedrycz

Keyword(s):

Experimental Study ◽

Genetic Algorithms ◽

Particle Swarm ◽

Swarm Optimization