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ORCIDFuzzy Logic Augmentation of Neural and Optimization Algorithms 2018
- Oscar Castillo, Patricia Melin, Janusz Kacprzyk:
Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications. Studies in Computational Intelligence 749, Springer 2018, ISBN 978-3-319-71007-5
Type-2 Fuzzy Logic in Metaheuristics
- Luis Rodríguez
, Oscar Castillo, Mario García Valdez, José Soria:
A Comparative Study of Dynamic Adaptation of Parameters in the GWO Algorithm Using Type-1 and Interval Type-2 Fuzzy Logic. 3-16 - Beatriz González, Patricia Melin, Fevrier Valdez, German Prado-Arechiga:
Ensemble Neural Network Optimization Using a Gravitational Search Algorithm with Interval Type-1 and Type-2 Fuzzy Parameter Adaptation in Pattern Recognition Applications. 17-27 - Cinthia Peraza, Fevrier Valdez, Oscar Castillo:
Improved Method Based on Type-2 Fuzzy Logic for the Adaptive Harmony Search Algorithm. 29-37 - Frumen Olivas, Fevrier Valdez, Oscar Castillo:
Comparison of Bio-Inspired Methods with Parameter Adaptation Through Interval Type-2 Fuzzy Logic. 39-53 - Patricia Ochoa, Oscar Castillo, José Soria:
Differential Evolution Algorithm with Interval Type-2 Fuzzy Logic for the Optimization of the Mutation Parameter. 55-65
Neural Networks Theory and Applications
- Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan Ramón Castro:
Person Recognition with Modular Deep Neural Network Using the Iris Biometric Measure. 69-80 - Jorge Alberto Cerecedo-Cordoba, Juan Javier González Barbosa, Jesús David Terán Villanueva, Juan Frausto Solís:
Neuro-evolutionary Neural Network for the Estimation of Melting Point of Ionic Liquids. 81-88 - Karen Fabiola Mares, Rosario Baltazar, Miguel Angel Casillas, Víctor Zamudio, Lenin Lemus:
A Proposal to Classify Ways of Walking Patterns Using Spiking Neural Networks. 89-98 - Olga Quiroz-Ramírez, Andrés Espinal, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Daniela Sánchez, Héctor José Puga Soberanes, Martín Carpio, Luís Ernesto Mancilla-Espinoza, Janet Ortíz-López:
Partially-Connected Artificial Neural Networks Developed by Grammatical Evolution for Pattern Recognition Problems. 99-112
Metaheuristics: Theory and Applications
- Adán Godínez-Bautista, Luis Carlos Padierna, Alfonso Rojas Domínguez, Héctor Puga, Martín Carpio:
Bio-inspired Metaheuristics for Hyper-parameter Tuning of Support Vector Machine Classifiers. 115-130 - Emer Bernal, Oscar Castillo, José Soria, Fevrier Valdez:
Galactic Swarm Optimization with Adaptation of Parameters Using Fuzzy Logic for the Optimization of Mathematical Functions. 131-140 - Anylu Melo-Vega, Juan Frausto Solís, Guadalupe Castilla Valdez, Ernesto Liñán-García, Juan Javier González Barbosa, David Terán Villanueva:
Protein Folding Problem in the Case of Peptides Solved by Hybrid Simulated Annealing Algorithms. 141-152 - Juan de Anda-Suárez, Martín Carpio, Solai Jeyakumar, Héctor José Puga Soberanes, Juan F. Mosiño, Laura Cruz Reyes:
Optimization of the Parameters of Smoothed Particle Hydrodynamics Method, Using Evolutionary Algorithms. 153-167 - Marco Aurelio Sotelo-Figueroa, Arturo Hernández Aguirre, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Janet Ortíz-López:
Symbolic Regression by Means of Grammatical Evolution with Estimation Distribution Algorithms as Search Engine. 169-177
Fuzzy Control
- Emanuel Ontiveros, Patricia Melin, Oscar Castillo:
Impact Study of the Footprint of Uncertainty in Control Applications Based on Interval Type-2 Fuzzy Logic Controllers. 181-197 - Marylu L. Lagunes, Oscar Castillo, Jose Soria:
Optimization of Membership Function Parameters for Fuzzy Controllers of an Autonomous Mobile Robot Using the Firefly Algorithm. 199-206 - Ulises Orozco-Rosas, Oscar Montiel, Roberto Sepúlveda:
Parallel Bacterial Potential Field Algorithm for Path Planning in Mobile Robots: A GPU Implementation. 207-222 - Yoshio Rubio, Kenia Picos, Ulises Orozco-Rosas, Carlos Sepúlveda, Enrique Ballinas, Oscar Montiel, Oscar Castillo, Roberto Sepúlveda:
Path Following Fuzzy System for a Nonholonomic Mobile Robot Based on Frontal Camera Information. 223-240 - Felizardo Cuevas, Oscar Castillo:
Design and Implementation of a Fuzzy Path Optimization System for Omnidirectional Autonomous Mobile Robot Control in Real-Time. 241-252
Fuzzy Logic Applications
- Amita Jain, Charu Gupta:
Fuzzy Logic in Recommender Systems. 255-273 - Amaury Hernandez-Aguila, Mario García Valdez, Oscar Castillo:
Money Management for a Foreign Exchange Trading Strategy Using a Fuzzy Inference System. 275-286 - Arturo Garcia-Garcia, Andres Mendez-Vazquez, Marek Z. Reformat:
Generation and Reduction of Fuzzy Sets with PG-Means and Fuzzy Similarity Measures. 287-307 - Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga:
Fuzzy Optimized Classifier for the Diagnosis of Blood Pressure Using Genetic Algorithm. 309-318 - Martha Pulido, Patricia Melin, German Prado-Arechiga:
A New Model Based on a Fuzzy System for Arterial Hypertension Classification. 319-327 - Héctor Echavarría-Heras, Cecilia Leal Ramírez, Juan Ramón Castro-Rodríguez, Enrique Villa-Diharce, Oscar Castillo:
A Takagi-Sugeno-Kang Fuzzy Model Formalization of Eelgrass Leaf Biomass Allometry with Application to the Estimation of Average Biomass of Leaves in Shoots: Comparing the Reproducibility Strength of the Present Fuzzy and Related Crisp Proxies. 329-362
Optimization and Evolutionary Algorithms
- Daniel Adalberto Martínez Vega, Laura Cruz Reyes, Claudia Gómez Santillán, Nelson Rangel-Valdez, Gilberto Rivera Zárate, Alejandro Santiago Pineda:
Modeling and Project Portfolio Selection Problem Enriched with Dynamic Allocation of Resources. 365-378 - Fausto Balderas, Eduardo Fernández, Claudia Gómez Santillán, Laura Cruz Reyes, Nelson Rangel-Valdez, María Lucila Morales-Rodríguez:
A Grey Mathematics Approach for Evolutionary Multi-objective Metaheuristic of Project Portfolio Selection. 379-388 - Jorge Alberto Soria-Alcaraz, Marco Aurelio Sotelo-Figueroa, Andrés Espinal:
Statistical Comparative Between Selection Rules for Adaptive Operator Selection in Vehicle Routing and Multi-knapsack Problems. 389-400 - Laura Cruz Reyes, Mercedes Pérez Villafuerte, Nelson Rangel-Valdez, Eduardo Fernández, Claudia Gómez Santillán, Patricia Sánchez-Solís:
Performance Analysis of an a Priori Strategy to Elicitate and Incorporate Preferences in Multi-objective Optimization Evolutionary Algorithms. 401-414 - Wendoly J. Gpe. Romero-Rodríguez, Rosario Baltazar, Juan Martín Carpio Valadez, Héctor Puga, Juan F. Mosiño, Víctor Zamudio:
A Methodology for Optimization of Visual Comfort of Multi-User Intelligent Systems Based on Genetic Algorithms. 415-427
Hybrid Intelligent Systems
- Rodolfo A. Pazos Rangel, Andrés A. Verástegui O., José A. Martínez F., Martín Carpio, Juana Gaspar H.:
Translation of Natural Language Queries to SQL that Involve Aggregate Functions, Grouping and Subqueries for a Natural Language Interface to Databases. 431-448 - Fanny Gabriela Maldonado-Nava, Juan Frausto Solís, Juan Paulo Sánchez-Hernández, Juan Javier González Barbosa, Ernesto Liñán-García:
Comparative Study of Computational Strategies for Protein Structure Prediction. 449-459 - Rodolfo A. Pazos Rangel, José A. Martínez F., Alan G. Aguirre L., Marco Antonio Aguirre Lam:
Issues in Querying Databases with Design Anomalies Using Natural Language Interfaces. 461-473 - Javier Alberto Rangél González, Juan Frausto Solís, Juan Javier González Barbosa, Rodolfo A. Pazos Rangel, Héctor Joaquín Fraire Huacuja:
Comparative Study of ARIMA Methods for Forecasting Time Series of the Mexican Stock Exchange. 475-485 - Norberto Castillo-García, Paula Hernández Hernández:
A New Heuristic Algorithm for the Vertex Separation Problem. 487-500 - Gabriela L. Rodríguez-Cortés, Anabel Martínez-Vargas, Oscar Montiel Ross:
The Deployment of Unmanned Aerial Vehicles at Optimized Locations to Provide Communication in Natural Disasters. 501-513 - Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Martín Carpio, Claudia Guadalupe Gómez Santillán:
A Comparison of Image Texture Descriptors for Pattern Classification. 515-525 - Martín Montes Rivera, Alejandro Padilla, Juana Canul-Reich, Julio Ponce, Alberto Ochoa-Zezzatti:
Comparative of Effectiveness When Classifying Colors Using RGB Image Representation with PSO with Time Decreasing Inertial Coefficient and GA Algorithms as Classifiers. 527-546
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