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ORCIDNew Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024
- Oscar Castillo, Patricia Melin:
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. Studies in Computational Intelligence 1149, Springer 2024, ISBN 978-3-031-55683-8
Fuzzy Logic
- Alejandra Mancilla, Oscar Castillo, Mario García-Valdez:
Fuzzy Adaptation of Parameters in a Multi-swarm Particle Swarm Optimization (PSO) Algorithm Applied to the Optimization of a Fuzzy Controller. 3-12 - Rafael Burkhalter, Mario Bischof, Edy Portmann:
Fuzzifying Intrusion Detection Systems with Modified Artificial Bee Colony and Support Vector Machine Algorithms. 13-29 - Sergio Varela-Santos, Patricia Melin:
Type-2 Mamdani Fuzzy System Optimization for a Classification Ensemble with Black Widow Optimizer. 31-45 - Oscar Castillo, Patricia Melin:
Towards Designing Interval Type-3 Fuzzy PID Controllers. 47-52
Neural Networks
- Martha Ramirez, Patricia Melin:
Classification of Consumption Level in Developing Countries for Time Series Prediction Using a Hierarchical Nested Artificial Neural Network Method. 55-65 - Daniel Alejandro Lopez, Oscar Montiel, Miguel Lopez-Montiel, Oscar Castillo:
Computer Aided Diagnosis for COVID-19 with Quantum Computing and Transfer Learning. 67-88 - Victor D. Cruz-Lares, Jesus A. Rodriguez-Arellano, Luis T. Aguilar, Roger Miranda-Colorado:
Prescribed-Time Trajectory Tracking Control of Wheeled Mobile Robots Using Neural Networks and Robust Control Techniques. 89-104 - Angel E. Rosales-Morales
, Alfredo Gutiérrez-Alfaro, Manuel Ornelas-Rodríguez, Andrés Espinal, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Juan Martín Carpio:
Generative Models for Class Imbalance Problem on BreakHis Dataset: A Case Study. 105-119 - Yutzil Poma, Patricia Melin:
Prediction Using a Fuzzy Inference System in the Classification Layer of a Convolutional Neural Network Replacing the Softmax Function. 121-129
Optimization
- Juan de Anda-Suárez, Edwin D. Rico-García, Germán Pérez-Zúñiga, José L. López-Ramírez:
Optimization of Lithium-Ion Batteries Using Boltzmann Metaheuristics Systems: Towards a Green Artificial Intelligence. 133-148 - José Alfredo Brambila-Hernández, Miguel Ángel García Morales, Héctor Joaquín Fraire Huacuja, Laura Cruz Reyes, Juan Frausto Solís:
Novel Decomposition-Based Multi-objective Evolutionary Algorithm Using Reinforcement Learning Adaptive Operator Selection (MOEA/D-QL). 149-165 - Norberto Castillo-García, Laura Cruz Reyes, Juan Carlos Hernández-Marín, Paula Hernández Hernández:
Multiobjective Particle Swarm Optimization for the Hydro-Thermal Power Scheduling Problem. 167-181 - Norberto Castillo-García, Laura Cruz Reyes, Juan Carlos Hernández-Marín, Paula Hernández Hernández:
Comparative Analysis of Metaheuristic Algorithms for Standard Dynamic Multiobjective Optimization Problems. 183-195 - Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Andrés Espinal:
Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic. 197-208
Metaheuristics: Theory and Applications
- J. C. Felix-Saul, Mario García-Valdez:
A New Breeding Crossover Approach for Evolutionary Algorithms. 211-227 - Hector M. Guajardo, Fevrier Valdez:
Dragonfly Algorithm for Benchmark Mathematical Functions Optimization. 229-250 - Leticia Amador-Angulo, Oscar Castillo:
Fuzzy Dynamic Adaptation of a Whale Algorithm for the Optimization of Benchmark Functions. 251-265 - Lucio Amézquita, Oscar Castillo, Jose Soria, Prometeo Cortés-Antonio:
A New Variant of the Multiverse Optimizer Using Multiple Chaotic Maps and Fuzzy Logic for Optimization in CEC-2017 Benchmark Suite. 267-283 - Prometeo Cortés-Antonio, Patricia Melin, Fevrier Valdez, Oscar Castillo:
A Comparison of Single-Based Versus Population-Based Search Algorithms in the Optimization of Fuzzy Systems. 285-295
Applications of Intelligent Systems
- Jessica González-San-Martín, Laura Cruz Reyes, Claudia Gómez Santillán, Héctor Joaquín Fraire Huacuja, Nelson Rangel-Valdez, Bernabé Dorronsoro, Marcela Quiroz-Castellanos:
A Comprehensive Review of Task Scheduling Problem in Cloud Computing: Recent Advances and Comparative Analysis. 299-313 - Lucero Ortiz-Aguilar, Luis Angel Xoca-Orozco, Marcela Palacios Ortega:
Routing Design Methodology for Collaborative Robots in the Car Painting Process Using Perturbative Heuristics. 315-329 - Ian A. Ruiz, Mario García Valdez, Oscar Castillo:
Building an Open-Source Hydronic Heating System Simulator. 331-341 - Paula Hernández Hernández, Laura Cruz Reyes, Norberto Castillo-García:
Analyzing the Impact of the Low Level Heuristics of a Hyperheuristic for the Master Bay Planning Problem. 343-353 - Valentín Calzada-Ledesma, Blanca Verónica Zuñiga-Núñez, José Alejandro Cornejo-Acosta:
Computational Optimization of Water Resources Management Through Evolutionary Computing: An Approach Based on the Transportation Problem. 355-370
Hybrid Intelligent Systems
- Alain Manzo-Martinez, Raydesel Sánchez, Fernando Gaxiola, Fernando Martínez-Reyes, Raymundo Cornejo Garcia:
Analysis of the Impact Using Pre-emphasis Filter, Unvoiced Sounds, Frame Size and Feature Vector Size on Human Emotion Recognition by Voice and Machine Learning. 373-398 - Lorena R. Rosas-Solórzano, Claudia Gómez Santillán, Nelson Rangel-Valdez, Marco Antonio Aguirre Lam, Lucila Morales Rodríguez, Fausto A. Balderas-Jaramillo:
Experimental Design Method to Finetune Cooperative Coevolutionary Algorithms Solving Multiobjective Problems. 399-410 - Gustavo Leon, Santiago Zavala, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Aldo Alberto Lugo-Monjaras, Marco Aurelio Sotelo-Figueroa:
Comparative Analysis of Dimensionality Reduction Techniques Applied to Disease Classification Tasks. 411-423 - Julio C. Urenda, Olga Kosheleva, Vladik Kreinovich:
Fuzzy Techniques Explain the Effectiveness of ReLU Activation Function in Deep Learning. 425-430 - Aaron Velasco, Julio C. Urenda, Olga Kosheleva, Vladik Kreinovich:
Why 6-Labels Uncertainty Scale in Geosciences: Probability-Based Explanation. 431-434
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