Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications

Front Matter ....Pages i-xi
Front Matter ....Pages 1-1
 A Comparative Study of Dynamic Adaptation of Parameters in the GWO Algorithm Using Type-1 and Interval Type-2 Fuzzy Logic  (Luis Rodríguez, Oscar Castillo, Mario García, José Soria)....Pages 3-16
 Ensemble Neural Network Optimization Using a Gravitational Search Algorithm with Interval Type-1 and Type-2 Fuzzy Parameter Adaptation in Pattern Recognition Applications  (Beatriz González, Patricia Melin, Fevrier Valdez, German Prado-Arechiga)....Pages 17-27
 Improved Method Based on Type-2 Fuzzy Logic for the Adaptive Harmony Search Algorithm  (Cinthia Peraza, Fevrier Valdez, Oscar Castillo)....Pages 29-37
 Comparison of Bio-Inspired Methods with Parameter Adaptation Through Interval Type-2 Fuzzy Logic  (Frumen Olivas, Fevrier Valdez, Oscar Castillo)....Pages 39-53
 Differential Evolution Algorithm with Interval Type-2 Fuzzy Logic for the Optimization of the Mutation Parameter  (Patricia Ochoa, Oscar Castillo, José Soria)....Pages 55-65
Front Matter ....Pages 67-67
 Person Recognition with Modular Deep Neural Network Using the Iris Biometric Measure  (Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan Ramón Castro)....Pages 69-80
 Neuro-evolutionary Neural Network for the Estimation of Melting Point of Ionic Liquids  (Jorge A. Cerecedo-Cordoba, Juan Javier González Barbosa, J. David Terán-Villanueva, Juan Frausto-Solís)....Pages 81-88
 A Proposal to Classify Ways of Walking Patterns Using Spiking Neural Networks  (Karen Fabiola Mares, Rosario Baltazar, Miguel Ángel Casillas, Víctor Zamudio, Lenin Lemus)....Pages 89-98
 Partially-Connected Artificial Neural Networks Developed by Grammatical Evolution for Pattern Recognition Problems  (Olga Quiroz-Ramírez, Andrés Espinal, Manuel Ornelas-Rodríguez, Alfonso Rojas-Domínguez, Daniela Sánchez, Héctor Puga-Soberanes et al.)....Pages 99-112
Front Matter ....Pages 113-113
 Bio-inspired Metaheuristics for Hyper-parameter Tuning of Support Vector Machine Classifiers  (Adán Godínez-Bautista, Luis Carlos Padierna, Alfonso Rojas-Domínguez, Héctor Puga, Martín Carpio)....Pages 115-130
 Galactic Swarm Optimization with Adaptation of Parameters Using Fuzzy Logic for the Optimization of Mathematical Functions  (Emer Bernal, Oscar Castillo, José Soria, Fevrier Valdez)....Pages 131-140
 Protein Folding Problem in the Case of Peptides Solved by Hybrid Simulated Annealing Algorithms  (Anylu Melo-Vega, Juan Frausto-Solís, Guadalupe Castilla-Valdez, Ernesto Liñán-García, Juan Javier González-Barbosa, David Terán-Villanueva)....Pages 141-152
 Optimization of the Parameters of Smoothed Particle Hydrodynamics Method, Using Evolutionary Algorithms  (Juan de Anda-Suárez, Martín Carpio, Solai Jeyakumar, Héctor José Puga-Soberanes, Juan F. Mosiño, Laura Cruz-Reyes)....Pages 153-167
 Symbolic Regression by Means of Grammatical Evolution with Estimation Distribution Algorithms as Search Engine  (M. A. Sotelo-Figueroa, Arturo Hernández-Aguirre, Andrés Espinal, J. A. Soria-Alcaraz, Janet Ortiz-López)....Pages 169-177
Front Matter ....Pages 179-179
 Impact Study of the Footprint of Uncertainty in Control Applications Based on Interval Type-2 Fuzzy Logic Controllers  (Emanuel Ontiveros, Patricia Melin, Oscar Castillo)....Pages 181-197
 Optimization of Membership Function Parameters for Fuzzy Controllers of an Autonomous Mobile Robot Using the Firefly Algorithm  (Marylu L. Lagunes, Oscar Castillo, Jose Soria)....Pages 199-206
 Parallel Bacterial Potential Field Algorithm for Path Planning in Mobile Robots: A GPU Implementation  (Ulises Orozco-Rosas, Oscar Montiel, Roberto Sepúlveda)....Pages 207-222
 Path Following Fuzzy System for a Nonholonomic Mobile Robot Based on Frontal Camera Information  (Yoshio Rubio, Kenia Picos, Ulises Orozco-Rosas, Carlos Sepúlveda, Enrique Ballinas, Oscar Montiel et al.)....Pages 223-240
 Design and Implementation of a Fuzzy Path Optimization System for Omnidirectional Autonomous Mobile Robot Control in Real-Time  (Felizardo Cuevas, Oscar Castillo)....Pages 241-252
Front Matter ....Pages 253-253
 Fuzzy Logic in Recommender Systems  (Amita Jain, Charu Gupta)....Pages 255-273
 Money Management for a Foreign Exchange Trading Strategy Using a Fuzzy Inference System  (Amaury Hernandez-Aguila, Mario Garcia-Valdez, Oscar Castillo)....Pages 275-286
 Generation and Reduction of Fuzzy Sets with PG-Means and Fuzzy Similarity Measures  (Arturo Garcia-Garcia, Andres Mendez-Vazquez, Marek Z. Reformat)....Pages 287-307
 Fuzzy Optimized Classifier for the Diagnosis of Blood Pressure Using Genetic Algorithm  (Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga)....Pages 309-318
 A New Model Based on a Fuzzy System for Arterial Hypertension Classification  (Martha Pulido, Patricia Melin, German Prado-Arechiga)....Pages 319-327
 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  (Hector Echavarria-Heras, Cecilia Leal-Ramirez, Juan Ramón Castro-Rodríguez, Enrique Villa Diharce, Oscar Castillo)....Pages 329-362
Front Matter ....Pages 363-363
 Modeling and Project Portfolio Selection Problem Enriched with Dynamic Allocation of Resources  (Daniel A. Martínez-Vega, Laura Cruz-Reyes, Claudia Gomez-Santillan, Nelson Rangel-Valdez, Gilberto Rivera, Alejandro Santiago)....Pages 365-378
 A Grey Mathematics Approach for Evolutionary Multi-objective Metaheuristic of Project Portfolio Selection  (Fausto Balderas, Eduardo Fernandez, Claudia Gomez-Santillan, Laura Cruz-Reyes, Nelson Rangel-Valdez, Maria Lucila Morales-Rodríguez)....Pages 379-388
 Statistical Comparative Between Selection Rules for Adaptive Operator Selection in Vehicle Routing and Multi-knapsack Problems  (Jorge A. Soria-Alcaraz, Marco A. Sotelo-Figueroa, Andrés Espinal)....Pages 389-400
 Performance Analysis of an a Priori Strategy to Elicitate and Incorporate Preferences in Multi-objective Optimization Evolutionary Algorithms  (Laura Cruz-Reyes, Mercedes Perez-Villafuerte, Nelson Rangel, Eduardo Fernandez, Claudia Gomez, Patricia Sanchez-Solis)....Pages 401-414
 A Methodology for Optimization of Visual Comfort of Multi-User Intelligent Systems Based on Genetic Algorithms  (Wendoly J. Gpe. Romero-Rodríguez, R. Baltazar, Juan Martín Carpio Valadez, Héctor Puga, J. F. Mosiño, V. Zamudio)....Pages 415-427
Front Matter ....Pages 429-429
 Translation of Natural Language Queries to SQL that Involve Aggregate Functions, Grouping and Subqueries for a Natural Language Interface to Databases  (Rodolfo A. Pazos R., Andres A. Verastegui, José A. Martínez F., Martin Carpio, Juana Gaspar H.)....Pages 431-448
 Comparative Study of Computational Strategies for Protein Structure Prediction  (Fanny G. Maldonado-Nava, Juan Frausto-Solís, Juan Paulo Sánchez-Hernández, Juan Javier González Barbosa, Ernesto Liñán-García)....Pages 449-459
 Issues in Querying Databases with Design Anomalies Using Natural Language Interfaces  (Rodolfo A. Pazos R., José A. Martínez F., Alan G. Aguirre L., Marco A. Aguirre L.)....Pages 461-473
 Comparative Study of ARIMA Methods for Forecasting Time Series of the Mexican Stock Exchange  (Javier A. Rangel-González, Juan Frausto-Solis, J. Javier González-Barbosa, Rodolfo A. Pazos-Rangel, Héctor J. Fraire-Huacuja)....Pages 475-485
 A New Heuristic Algorithm for the Vertex Separation Problem  (Norberto Castillo-García, Paula Hernández Hernández)....Pages 487-500
 The Deployment of Unmanned Aerial Vehicles at Optimized Locations to Provide Communication in Natural Disasters  (Gabriela L. Rodríguez-Cortés, Anabel Martínez-Vargas, Oscar Montiel-Ross)....Pages 501-513
 A Comparison of Image Texture Descriptors for Pattern Classification  (Valentín Calzada-Ledesma, Héctor José Puga-Soberanes, Alfonso Rojas-Domínguez, Manuel Ornelas-Rodriguez, Martín Carpio, Claudia Guadalupe Gómez)....Pages 515-525
 Comparative of Effectiveness When Classifying Colors Using RGB Image Representation with PSO with Time Decreasing Inertial Coefficient and GA Algorithms as Classifiers  (Martín Montes, Alejandro Padilla, Juana Canul, Julio Ponce, Alberto Ochoa)....Pages 527-546