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Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics 2015
- Oscar Castillo, Patricia Melin:
Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics - Theory and Applications. Studies in Computational Intelligence 574, Springer 2015, ISBN 978-3-319-10959-6
Theory
- Héctor Neyoy, Oscar Castillo
, José Soria:
Fuzzy Logic for Dynamic Parameter Tuning in ACO and Its Application in Optimal Fuzzy Logic Controller Design. 3-28 - Frumen Olivas
Fuzzy Classification System Design Using PSO with Dynamic Parameter Adaptation Through Fuzzy Logic. 29-47 - Patricia Ochoa
Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers. 49-63 - Jonathan Pérez, Fevrier Valdez
A New Bat Algorithm with Fuzzy Logic for Dynamical Parameter Adaptation and Its Applicability to Fuzzy Control Design. 65-79 - Cinthya Solano-Aragón, Oscar Castillo
Optimization of Benchmark Mathematical Functions Using the Firefly Algorithm with Dynamic Parameters. 81-89 - Maribel Guerrero, Oscar Castillo
Cuckoo Search via Lévy Flights and a Comparison with Genetic Algorithms. 91-103 - Cinthia Peraza
A Harmony Search Algorithm Comparison with Genetic Algorithms. 105-123
Applications
- Beatriz González, Fevrier Valdez
A Gravitational Search Algorithm for Optimization of Modular Neural Networks in Pattern Recognition. 127-137 - Martha Pulido, Patricia Melin
Ensemble Neural Network Optimization Using the Particle Swarm Algorithm with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction. 139-149 - Marco Aurelio Sotelo-Figueroa
Clustering Bin Packing Instances for Generating a Minimal Set of Heuristics by Using Grammatical Evolution. 151-162 - Juan Carlos Vázquez
Comparative Study of Particle Swarm Optimization Variants in Complex Mathematics Functions. 163-178 - Fevrier Valdez
Optimization of Modular Network Architectures with a New Evolutionary Method Using a Fuzzy Combination of Particle Swarm Optimization and Genetic Algorithms. 179-195
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