Modular Neural Networks Architecture Optimization with a New Evolutionary Method Using a Fuzzy Combination Particle Swarm Optimization and Genetic Algorithms

Studies in Computational Intelligence - Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition ◽

10.1007/978-3-642-04516-5_13 ◽

2009 ◽

pp. 199-213 ◽

Cited By ~ 2

Author(s):

Fevrier Valdez ◽

Patricia Melin ◽

Guillermo Licea

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Modular Neural Networks ◽

Evolutionary Method ◽

Architecture Optimization

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Modular Neural Networks architecture optimization with a new nature inspired method using a fuzzy combination of Particle Swarm Optimization and Genetic Algorithms

Information Sciences ◽

10.1016/j.ins.2014.02.091 ◽

2014 ◽

Vol 270 ◽

pp. 143-153 ◽

Cited By ~ 66

Author(s):

Fevrier Valdez ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Modular Neural Networks ◽

Architecture Optimization

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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 ◽

Cited By ~ 2

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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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 ◽

Cited By ~ 52

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 ◽

Cited By ~ 3

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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Optimization of Modular Network Architectures with a New Evolutionary Method Using a Fuzzy Combination of Particle Swarm Optimization and Genetic Algorithms

Studies in Computational Intelligence - Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics ◽

10.1007/978-3-319-10960-2_12 ◽

2014 ◽

pp. 179-195 ◽

Cited By ~ 1

Author(s):

Fevrier Valdez

Keyword(s):

Genetic Algorithms ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Network Architectures ◽

Swarm Optimization ◽

Modular Network ◽

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 ◽

Cited By ~ 11

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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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 ◽

Cited By ~ 148

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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Particle Swarm Optimization of Modular Neural Networks for Obtaining the Trend of Blood Pressure

Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications - Studies in Computational Intelligence ◽

10.1007/978-3-030-35445-9_19 ◽

2020 ◽

pp. 225-236

Author(s):

Ivette Miramontes ◽

Patricia Melin ◽

German Prado-Arechiga

Keyword(s):

Blood Pressure ◽

Neural Networks ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Modular Neural Networks

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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 ◽

Cited By ~ 2

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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Optimization of Modular Neural Networks with the LVQ Algorithm for Classification of Arrhythmias Using Particle Swarm Optimization

Studies in Computational Intelligence - Recent Advances on Hybrid Approaches for Designing Intelligent Systems ◽

10.1007/978-3-319-05170-3_21 ◽

2014 ◽

pp. 307-314 ◽

Cited By ~ 3

Author(s):

Jonathan Amezcua ◽

Patricia Melin

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Modular Neural Networks

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