Design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization / Patricia Melin, Oscar Castillo, Janusz Kacprzyk, editors.
"This book presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization and their application in areas such as, intelligent control and robotics, pattern recognition, time series prediction and optimization of complex probl...
Saved in:
| Other Authors: | , , |
|---|---|
| Format: | Ebook |
| Language: | English |
| Published: |
Cham :
Springer,
2015.
|
| Series: | Studies in computational intelligence ;
volume 601. |
| Subjects: | |
| Online Access: | Springer eBooks |
Table of Contents:
- Fuzzy Logic Theory:
- Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems / Claudia I. Gonzalez, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo
- Method for Measurement of Uncertainty Applied to the Formation of Interval Type-2 Fuzzy Sets / Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro
- Optimization of the Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction: Case of the Mexican Stock Exchange / Jesus Soto, Patricia Melin
- A New Proposal for a Granular Fuzzy C-Means Algorithm / Elid Rubio, Oscar Castillo
- Face Recognition with a Sobel Edge Detector and the Choquet Integral as Integration Method in a Modular Neural Networks / Gabriela E. Martínez, Patricia Melin, Olivia D. Mendoza, Oscar Castillo
- Neural Networks Theory:
- Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning for the Dow-Jones Time Series / Fernando Gaxiola, Patricia Melin, Fevrier Valdez
- Evolutionary Indirect Design of Feed-Forward Spiking Neural Networks / Andrés Espinal, Martín Carpio, Manuel Ornelas, Héctor Puga, Patricia Melín, Marco Sotelo-Figueroa
- Cellular Neural Network Scheme for Image Binarization in Video Sequence Analysis / Mario I. Chacon-Murguia, Juan A. Ramirez-Quintana
- Optimization of the LVQ Network Architecture with a Modular Approach for Arrhythmia Classification Using PSO / Jonathan Amezcua, Patricia Melin
- Evolution of Kernels for Support Vector Machine Classification on Large Datasets / Luis Carlos Padierna, Martín Carpio, Rosario Baltazar, Héctor José Puga, Héctor Joaquín Fraire
- Neural Networks Applications:
- Modular Neural Networks for Time Series Prediction Using Type-1 Fuzzy Logic Integration / Daniela Sánchez, Patricia Melin
- An Improved Particle Swarm Optimization Algorithm to Optimize Modular Neural Network Architectures / Alfonso Uriarte, Patricia Melin, Fevrier Valdez
- Left Ventricular Border Recognition in Echocardiographic Images Using Modular Neural Networks and Sugeno Integral Measures / Fausto Rodríguez-Ruelas, Patricia Melin, German Prado-Arechiga
- Optimization of Ensemble Neural Networks with Fuzzy Integration Using the Particle Swarm Algorithm for Time Series Prediction / Martha Pulido, Patricia Melin
- A Type-2 Fuzzy Neural Network Ensemble to Predict Chaotic Time Series / Victor M. Torres, Oscar Castillo
- Nature Inspired Optimization:
- Study of Parameter Variations in the Cuckoo Search Algorithm and the Influence in Its Behavior / Maribel Guerrero, Oscar Castillo, Mario García
- A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanisms of Plants / Camilo Caraveo, Fevrier Valdez, Oscar Castillo
- Imperialist Competitive Algorithm Applied to the Optimization of Mathematical Functions: A Parameter Variation Study / Emer Bernal, Oscar Castillo, José Soria
- An Improved Intelligent Water Drop Algorithm to Solve Optimization Problems / Diana Martinez, Fevrier Valdez
- An Improved Simulated Annealing Algorithm for the Optimization of Mathematical Functions / Carolina Avila, Fevrier Valdez
- Optimization of Reactive Fuzzy Controllers for Mobile Robots Based on the Chemical Reactions Algorithm / David de la O, Oscar Castillo, Abraham Meléndez, Patricia Melin, Leslie Astudillo, Coral Sánchez
- Nature Inspired Optimization Applications:
- Segmentation of Coronary Angiograms Using a Vesselness Measure and Evolutionary Thresholding / Ivan Cruz-Aceves, Arturo Hernández-Aguirre
- Exploring the Suitability of a Genetic Algorithm as Tool for Boosting Efficiency in Monte Carlo Estimation of Leaf Area of Eelgrass / Cecilia Leal-Ramirez, Héctor Echavarría-Heras, Oscar Castillo
- Obtaining Pharmacokinetic Population Models Using a Genetic Algorithm Approach / Oscar Montiel, J. M. Cornejo, Carlos Sepúlveda, Roberto Sepúlveda
- Parallel Evolutionary Artificial Potential Field for Path Planning—An Implementation on GPU / Ulises Orozco-Rosas, Oscar Montiel, Roberto Sepúlveda
- Design and Acceleration of a Quantum Genetic Algorithm Through the Matlab GPU Library / Oscar Montiel, Ajelet Rivera, Roberto Sepúlveda
- Implementing Pool-Based Evolutionary Algorithm in Amazon Cloud Computing Services / Rene Márquez Valenzuela, Mario García Valdez
- An Ant Colony Algorithm for Solving the Selection Portfolio Problem, Using a Quality-Assessment Model for Portfolios of Projects Expressed by a Priority Ranking / S. Samantha Bastiani, Laura Cruz-Reyes, Eduardo Fernandez, Claudia Gómez, Gilberto Rivera
- Optimization: Theory and Applications:
- A Comparison Between Memetic Algorithm and Seeded Genetic Algorithm for Multi-objective Independent Task Scheduling on Heterogeneous Machines / Héctor Joaquín Fraire Huacuja, Alejandro Santiago, Johnatan E. Pecero, Bernabé Dorronsoro, Pascal Bouvry, José Carlos Soto Monterrubio et al.
- Parallel Meta-heuristic Approaches to the Course Timetabling Problem / A. Jorge Soria-Alcaraz, Martin Carpio, Hector Puga, Jerry Swan, Patricia Melin, Hugo Terashima et al.
- Simplification of Decision Rules for Recommendation of Projects in a Public Project Portfolio / Laura Cruz-Reyes, César Medina Trejo, Fernando López Irrarragorri, Claudia G. Gómez Santillan
- A Survey of Grey Systems Applied to Multi-objective Problem / Fausto Balderas, Eduardo Fernandez, Claudia Gómez, Laura Cruz-Reyes
- An Efficient Representation Scheme of Candidate Solutions for the Master Bay Planning Problem / Paula Hernández Hernández, Laura Cruz-Reyes, Patricia Melin, Julio Mar-Ortiz, Héctor Joaquín Fraire Huacuja, Héctor José Puga Soberanes et al.
- Verifying the Effectiveness of an Evolutionary Approach in Solving Many-Objective Optimization Problems / Laura Cruz-Reyes, Eduardo Fernandez, Claudia Gomez, Patricia Sanchez, Guadalupe Castilla, Daniel Martinez
- Comparative Study on Constructive Heuristics for the Vertex Separation Problem / Norberto Castillo-García, Héctor Joaquín Fraire Huacuja, José Antonio Martínez Flores, Rodolfo A. Pazos Rangel, Juan Javier González Barbosa, Juan Martín Carpio Valadez
- Fuzzy Logic Applications:
- A New Approach for Intelligent Control of Nonlinear Dynamic Plants Using a Benchmark Problem / Leticia Cervantes, Oscar Castillo
- Fuzzy Pre-condition Rules for Activity Sequencing in Intelligent Learning Environments / Francisco Arce, Mario García-Valdez
- A Pre-filtering Based Context-Aware Recommender System using Fuzzy Rules / Xochilt Ramirez-Garcia, Mario Garcia-Valdez
- A Fitness Estimation Strategy for Web Based Interactive Evolutionary Applications Considering User Preferences and Activities Using Fuzzy Logic / J. C. Romero, M. García-Valdez
- Design of a Fuzzy System for Diagnosis of Hypertension / Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga
- Trajectory Metaheuristics for the Internet Shopping Optimization Problem / Mario C. López-Locés, Kavita Rege, Johnatan E. Pecero, Pascal Bouvry, Héctor J. Fraire Huacuja
- Analysis of Some Database Schemas Used to Evaluate Natural Language Interfaces to Databases / Rogelio Florencia-Juárez, Juan J. González B., Rodolfo A. Pazos R., José A. Martínez F., María L. Morales-Rodríguez
- Fuzzy Logic and Metaheuristics:
- Cuckoo Search Algorithm via Lévy Flight with Dynamic Adaptation of Parameter Using Fuzzy Logic for Benchmark Mathematical Functions / Maribel Guerrero, Oscar Castillo, Mario García
- Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers / Patricia Ochoa, Oscar Castillo, José Soria
- Ant Colony Optimization with Parameter Adaptation Using Fuzzy Logic for TSP Problems / Frumen Olivas, Fevrier Valdez, Oscar Castillo
- An Improved Harmony Search Algorithm Using Fuzzy Logic for the Optimization of Mathematical Functions / Cinthia Peraza, Fevrier Valdez, 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 / Leticia Amador-Angulo, Oscar Castillo.