Evolutionary method combining Particle Swarm Optimisation and Genetic Algorithms using fuzzy logic for parameter adaptation and aggregation: the case neural network optimisation for face recognition

International Journal of Artificial Intelligence and Soft Computing ◽

10.1504/ijaisc.2010.032514 ◽

2010 ◽

Vol 2 (1/2) ◽

pp. 77 ◽

Author(s):

Fevrier Valdez ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Network ◽

Genetic Algorithms ◽

Fuzzy Logic ◽

Face Recognition ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Parameter Adaptation ◽

Evolutionary Method ◽

Network Optimisation

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Evolutionary method combining particle swarm optimization and genetic algorithms using fuzzy logic for decision making

2009 IEEE International Conference on Fuzzy Systems ◽

10.1109/fuzzy.2009.5277165 ◽

2009 ◽

Author(s):

Fevrier Valdez ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Decision Making ◽

Genetic Algorithms ◽

Fuzzy Logic ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Evolutionary Method

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A New Evolutionary Method with Particle Swarm Optimization and Genetic Algorithms Using Fuzzy Systems to Dynamically Parameter Adaptation

Soft Computing for Recognition Based on Biometrics - Studies in Computational Intelligence ◽

10.1007/978-3-642-15111-8_14 ◽

2010 ◽

pp. 225-243 ◽

Author(s):

Fevrier Valdez ◽

Patricia Melin

Keyword(s):

Genetic Algorithms ◽

Particle Swarm Optimization ◽

Fuzzy Systems ◽

Particle Swarm ◽

Swarm Optimization ◽

Parameter Adaptation ◽

Evolutionary Method

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A New Evolutionary Method with a Hybrid Approach Combining Particle Swarm Optimization and Genetic Algorithms using Fuzzy Logic for Decision Making

2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence) ◽

10.1109/cec.2008.4630968 ◽

2008 ◽

Author(s):

Fevrier Valdez ◽

Patricia Melin ◽

Oscar Castillo ◽

Oscar Montiel

Keyword(s):

Decision Making ◽

Genetic Algorithms ◽

Fuzzy Logic ◽

Particle Swarm Optimization ◽

Hybrid Approach ◽

Particle Swarm ◽

Swarm Optimization ◽

Evolutionary Method

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A new evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms: The case of neural networks optimization

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) ◽

10.1109/ijcnn.2008.4634000 ◽

2008 ◽

Author(s):

Fevrier Valdez ◽

Patricia Melin ◽

Olivia Mendoza

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Fuzzy Logic ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Evolutionary Method ◽

Neural Networks Optimization

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An improved evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms

Applied Soft Computing ◽

10.1016/j.asoc.2010.10.010 ◽

2011 ◽

Vol 11 (2) ◽

pp. 2625-2632 ◽

Author(s):

Fevrier Valdez ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Genetic Algorithms ◽

Fuzzy Logic ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Evolutionary Method

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Face recognition using combined binary particle swarm optimisation and hidden layer of artificial neural network

International Journal of Advanced Intelligence Paradigms ◽

10.1504/ijaip.2019.102964 ◽

2019 ◽

Vol 14 (1/2) ◽

pp. 70

Author(s):

S.G. Charan

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Face Recognition ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Artificial Neural ◽

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A New Evolutionary Method Combining Particle Swarm Optimization and Genetic Algorithms Using Fuzzy Logic

Studies in Computational Intelligence - Soft Computing for Hybrid Intelligent Systems ◽

10.1007/978-3-540-70812-4_21 ◽

2008 ◽

pp. 347-361 ◽

Author(s):

Fevrier Valdez ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Genetic Algorithms ◽

Fuzzy Logic ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Evolutionary Method

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Neural Network optimization with a hybrid evolutionary method that combines Particle Swarm and Genetic Algorithms with fuzzy rules

NAFIPS 2008 - 2008 Annual Meeting of the North American Fuzzy Information Processing Society ◽

10.1109/nafips.2008.4531335 ◽

2008 ◽

Author(s):

F. Valdez ◽

P. Melin

Keyword(s):

Neural Network ◽

Genetic Algorithms ◽

Network Optimization ◽

Particle Swarm ◽

Fuzzy Rules ◽

Neural Network Optimization ◽

Evolutionary Method

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Fuzzy Control for Dynamical Parameter Adaptation in a Parallel Evolutionary Method Combining Particle Swarm Optimization and Genetic Algorithms

Studies in Computational Intelligence - Soft Computing for Intelligent Control and Mobile Robotics ◽

10.1007/978-3-642-15534-5_10 ◽

2010 ◽

pp. 161-178 ◽

Author(s):

Fevrier Valdez ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Genetic Algorithms ◽

Particle Swarm Optimization ◽

Fuzzy Control ◽

Particle Swarm ◽

Dynamical Parameter ◽

Swarm Optimization ◽

Parameter Adaptation ◽

Evolutionary Method

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Weight regularisation in particle swarm optimisation neural network training

2014 IEEE Symposium on Swarm Intelligence ◽

10.1109/sis.2014.7011773 ◽

2014 ◽

Author(s):

Anna Rakitianskaia ◽

Andries Engelbrecht

Keyword(s):

Neural Network ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Neural Network Training ◽

Network Training

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