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ORCIDDesign of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015
- Patricia Melin, Oscar Castillo, Janusz Kacprzyk:
Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization. Studies in Computational Intelligence 601, Springer 2015, ISBN 978-3-319-17746-5
Fuzzy Logic Theory
- Claudia I. González
, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems. 3-11 - Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
Method for Measurement of Uncertainty Applied to the Formation of Interval Type-2 Fuzzy Sets. 13-25 - Jesus Soto, Patricia Melin:
Optimization of the Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction: Case of the Mexican Stock Exchange. 27-45 - Elid Rubio, Oscar Castillo:
A New Proposal for a Granular Fuzzy C-Means Algorithm. 47-57 - Gabriela E. Martínez, Patricia Melin, Olivia D. Mendoza, Oscar Castillo:
Face Recognition with a Sobel Edge Detector and the Choquet Integral as Integration Method in a Modular Neural Networks. 59-70
Neural Networks Theory
- Fernando Gaxiola, Patricia Melin, Fevrier Valdez:
Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning for the Dow-Jones Time Series. 73-87 - Andrés Espinal, Juan Martín Carpio Valadez, Manuel Ornelas, Héctor Puga, Patricia Melin, Marco Aurelio Sotelo-Figueroa:
Evolutionary Indirect Design of Feed-Forward Spiking Neural Networks. 89-101 - Mario Ignacio Chacon Murguia, Juan A. Ramirez-Quintana:
Cellular Neural Network Scheme for Image Binarization in Video Sequence Analysis. 103-117 - Jonathan Amezcua, Patricia Melin:
Optimization of the LVQ Network Architecture with a Modular Approach for Arrhythmia Classification Using PSO. 119-126 - Luis Carlos Padierna, Juan Martín Carpio, Rosario Baltazar, Héctor José Puga Soberanes, Héctor Joaquín Fraire Huacuja:
Evolution of Kernels for Support Vector Machine Classification on Large Datasets. 127-137
Neural Networks Applications
- Daniela Sánchez, Patricia Melin:
Modular Neural Networks for Time Series Prediction Using Type-1 Fuzzy Logic Integration. 141-154 - Alfonso Uriarte, Patricia Melin, Fevrier Valdez:
An Improved Particle Swarm Optimization Algorithm to Optimize Modular Neural Network Architectures. 155-162 - Fausto Rodríguez-Ruelas, Patricia Melin, German Prado-Arechiga:
Left Ventricular Border Recognition in Echocardiographic Images Using Modular Neural Networks and Sugeno Integral Measures. 163-169 - Martha Pulido, Patricia Melin:
Optimization of Ensemble Neural Networks with Fuzzy Integration Using the Particle Swarm Algorithm for Time Series Prediction. 171-184 - Victor M. Torres, Oscar Castillo:
A Type-2 Fuzzy Neural Network Ensemble to Predict Chaotic Time Series. 185-195
Nature Inspired Optimization
- Maribel Guerrero, Oscar Castillo, Mario García Valdez:
Study of Parameter Variations in the Cuckoo Search Algorithm and the Influence in Its Behavior. 199-210 - Camilo Caraveo, Fevrier Valdez, Oscar Castillo:
A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanisms of Plants. 211-218 - Emer Bernal, Oscar Castillo, José Soria:
Imperialist Competitive Algorithm Applied to the Optimization of Mathematical Functions: A Parameter Variation Study. 219-232 - Diana Martinez, Fevrier Valdez:
An Improved Intelligent Water Drop Algorithm to Solve Optimization Problems. 233-239 - Carolina Ávila, Fevrier Valdez:
An Improved Simulated Annealing Algorithm for the Optimization of Mathematical Functions. 241-251 - David de la O, Oscar Castillo, Abraham Melendez, Patricia Melin, Leslie Astudillo, Coral Sánchez:
Optimization of Reactive Fuzzy Controllers for Mobile Robots Based on the Chemical Reactions Algorithm. 253-266
Nature Inspired Optimization Applications
- Iván Cruz-Aceves, Arturo Hernández Aguirre:
Segmentation of Coronary Angiograms Using a Vesselness Measure and Evolutionary Thresholding. 269-289 - Cecilia Leal Ramírez, Héctor Echavarría-Heras, Oscar Castillo:
Exploring the Suitability of a Genetic Algorithm as Tool for Boosting Efficiency in Monte Carlo Estimation of Leaf Area of Eelgrass. 291-303 - Oscar Montiel, Juan Manuel Cornejo, Carlos Sepúlveda, Roberto Sepúlveda:
Obtaining Pharmacokinetic Population Models Using a Genetic Algorithm Approach. 305-317 - Ulises Orozco-Rosas, Oscar Montiel, Roberto Sepúlveda:
Parallel Evolutionary Artificial Potential Field for Path Planning - An Implementation on GPU. 319-332 - Oscar Montiel, Ajelet Rivera, Roberto Sepúlveda:
Design and Acceleration of a Quantum Genetic Algorithm Through the Matlab GPU Library. 333-345 - Rene Márquez Valenzuela, Mario García Valdez:
Implementing Pool-Based Evolutionary Algorithm in Amazon Cloud Computing Services. 347-355 - S. Samantha Bastiani M., Laura Cruz Reyes, Eduardo Fernández, Claudia Gómez Santillán, Gilberto Rivera Zárate:
An Ant Colony Algorithm for Solving the Selection Portfolio Problem, Using a Quality-Assessment Model for Portfolios of Projects Expressed by a Priority Ranking. 357-373
Optimization: Theory and Applications
- Héctor Joaquín Fraire Huacuja, Alejandro Santiago Pineda, Johnatan E. Pecero, Bernabé Dorronsoro, Pascal Bouvry, José Carlos Soto Monterrubio, Juan Javier González Barbosa, Claudia Gómez Santillán:
A Comparison Between Memetic Algorithm and Seeded Genetic Algorithm for Multi-objective Independent Task Scheduling on Heterogeneous Machines. 377-389 - Jorge Alberto Soria-Alcaraz, Juan Martín Carpio Valadez, Héctor Puga, Jerry Swan, Patricia Melin, Hugo Terashima, Marco Aurelio Sotelo-Figueroa:
Parallel Meta-heuristic Approaches to the Course Timetabling Problem. 391-417 - Laura Cruz Reyes, César Medina Trejo, Fernando López Irarragorri, Claudia Gómez Santillán:
Simplification of Decision Rules for Recommendation of Projects in a Public Project Portfolio. 419-429 - Fausto Balderas, Eduardo Fernández, Claudia Gómez Santillán, Laura Cruz Reyes:
A Survey of Grey Systems Applied to Multi-objective Problem. 431-439 - Paula Hernández Hernández, Laura Cruz Reyes, Patricia Melin, Julio Mar-Ortiz, Héctor Joaquín Fraire Huacuja, Héctor José Puga Soberanes, Juan Javier González Barbosa:
An Efficient Representation Scheme of Candidate Solutions for the Master Bay Planning Problem. 441-453 - Laura Cruz Reyes, Eduardo Fernández, Claudia Gómez Santillán, Patricia Sanchez, Guadalupe Castilla Valdez, Daniel Martínez-Vega:
Verifying the Effectiveness of an Evolutionary Approach in Solving Many-Objective Optimization Problems. 455-464 - Norberto Castillo-García, Héctor Joaquín Fraire Huacuja, José Antonio Martínez Flores, Rodolfo A. Pazos Rangel, Juan Javier González Barbosa, Juan Martín Carpio Valadez:
Comparative Study on Constructive Heuristics for the Vertex Separation Problem. 465-474
Fuzzy Logic Applications
- Leticia Cervantes, Oscar Castillo:
A New Approach for Intelligent Control of Nonlinear Dynamic Plants Using a Benchmark Problem. 477-487 - Francisco Arce, Mario García Valdez:
Fuzzy Pre-condition Rules for Activity Sequencing in Intelligent Learning Environments. 489-495 - Xochilt Ramírez-García, Mario García Valdez:
A Pre-filtering Based Context-Aware Recommender System using Fuzzy Rules. 497-505 - José C. Romero, Mario García Valdez:
A Fitness Estimation Strategy for Web Based Interactive Evolutionary Applications Considering User Preferences and Activities Using Fuzzy Logic. 507-516 - Juan Carlos Guzman, Patricia Melin, German Prado-Arechiga:
Design of a Fuzzy System for Diagnosis of Hypertension. 517-526 - Mario César López Locés, Kavita Rege, Johnatan E. Pecero, Pascal Bouvry, Héctor J. Fraire H.:
Trajectory Metaheuristics for the Internet Shopping Optimization Problem. 527-536 - Rogelio Florencia Juárez, Juan J. González B., Rodolfo A. Pazos Rangel, José A. Martínez F., María Lucila Morales-Rodríguez:
Analysis of Some Database Schemas Used to Evaluate Natural Language Interfaces to Databases. 537-551
Fuzzy Logic and Metaheuristics
- Maribel Guerrero, Oscar Castillo, Mario García Valdez:
Cuckoo Search Algorithm via Lévy Flight with Dynamic Adaptation of Parameter Using Fuzzy Logic for Benchmark Mathematical Functions. 555-571 - Patricia Ochoa, Oscar Castillo, José Soria:
Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers. 573-592 - Frumen Olivas, Fevrier Valdez, Oscar Castillo:
Ant Colony Optimization with Parameter Adaptation Using Fuzzy Logic for TSP Problems. 593-603 - Cinthia Peraza, Fevrier Valdez, Oscar Castillo:
An Improved Harmony Search Algorithm Using Fuzzy Logic for the Optimization of Mathematical Functions. 605-615 - Leticia Amador-Angulo, Oscar Castillo:
A New Algorithm Based in the Smart Behavior of the Bees for the Design of Mamdani-Style Fuzzy Controllers Using Complex Non-linear Plants. 617-637
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