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" Recent advances on hybrid intelligent systems "
Oscar Castillo, Patricia Melin, and Janusz Kacprzyk (eds.).
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BL
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747616
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b567567
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| Main Entry
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Oscar Castillo, Patricia Melin, and Janusz Kacprzyk (eds.).
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| Title & Author
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Recent advances on hybrid intelligent systems\ Oscar Castillo, Patricia Melin, and Janusz Kacprzyk (eds.).
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| Publication Statement
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Berlin ; New York : Springer, ©2013.
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| Series Statement
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Studies in computational intelligence, 451.
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| ISBN
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3642330207
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: 3642330215
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: 9783642330209
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: 9783642330216
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| Contents
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Optimization of a Fuzzy Tracking Controller for an Autonomous Mobile Robot under Perturbed Torques by Means of a Chemical Optimization Paradigm / Leslie Astudillo, Patricia Melin and Oscar Castillo --; Evolutionary Optimization of the Fuzzy Integrator in a Navigation System for a Mobile Robot / Abraham Meléndez and Oscar Castillo --; Particle Swarm Optimization for Average Approximation of Interval Type-2 Fuzzy Inference Systems Design in FPGAs for Real Applications / Yazmin Maldonado, Oscar Castillo and Patricia Melin --; Genetic Optimization of Membership Functions in Modular Fuzzy Controllers for Complex Problems / Leticia Cervantes and Oscar Castillo --; Designing Systematic Stable Fuzzy Logic Controllers by Fuzzy Lyapunov Synthesis / María Concepción Ibarra, Oscar Castillo and Jose Soria --; Design of Fuzzy Control Systems with Different PSO Variants / Resffa Fierro and Oscar Castillo --; Methodology to Design Fuzzy Logic Controller for Soft-Core Embedded into FPGA / Roberto Sepúlveda, Oscar Montiel-Ross and Jorge Quiñones. Optimization of Membership Functions for Type-1 and Type 2 Fuzzy Controllers of an Autonomous Mobile Robot Using PSO / San Juana Aguas-Marmolejo and Oscar Castillo --; Multi-Objective Hierarchical Genetic Algorithm for Modular Neural Network Optimization Using a Granular Approach / Daniela Sánchez and Patricia Melin --; An Analysis on the Intrinsic Implementation of the Principle of Justifiable Granularity in Clustering Algorithms / Mauricio A. Sanchez, Oscar Castillo and Juan R. Castro --; Mental Tasks Temporal Classification Using an Architecture Based on ANFIS and Recurrent Neural Networks / Emmanuel Morales-Flores, Juan Manuel Ramírez-Cortés, Pilar Gómez-Gil and Vicente Alarcón-Aquino --; Interval Type-2 Fuzzy System for Image Edge Detection Quality Evaluation Applied to Synthetic and Real Images / Felicitas Perez-Ornelas, Olivia Mendoza, Patricia Melin and Juan R. Castro. Genetic Optimization of Type-2 Fuzzy Weight Adjustment for Backpropagation in Ensemble Neural Network / Fernando Gaxiola, Patricia Melin and Fevrier Valdez --; A New Method for Type-2 Fuzzy Integration in Ensemble Neural Networks Based on Genetic Algorithms / Martha Pulido and Patricia Melin --; A Hand Geometry Biometric Identification System Utilizing Modular Neural Networks with Fuzzy Integration / José Luis Sánchez and Patricia Melin --; Development of an Automatic Method for Classification of Signatures in a Recognition System Based on Modular Neural Networks / Verónica Carrera, Patricia Melin and Diana Bravo --; Architecture of Modular Neural Network in Pattern Recognition / Manuel Leobardo Zavala-Arriaza, Fevrier Valdez and Patricia Melin --; Comparative Study of Particle Swarm Optimization Variants in Complex Mathematics Functions / Juan Carlos Vazquez, Fevrier Valdez and Patricia Melin --; A Method to Solve the Traveling Salesman Problem Using Ant Colony Optimization Variants with Ant Set Partitioning / Evelia Lizárraga, Oscar Castillo and José Soria. Particle Swarm Optimization with Dynamic Parameter Adaptation Using Fuzzy Logic for Benchmark Mathematical Functions / Frumen Olivas and Oscar Castillo --; Dynamic Fuzzy Logic Parameter Tuning for ACO and Its Application in TSP Problems / Héctor Neyoy, Oscar Castillo and José Soria --; Using Immunogenetic Algorithms for Solving Combinatorial Optimization Problems / Francisco Javier Díaz-Delgadillo, Oscar Montiel-Ross and Roberto Sepúlveda --; Comparison of Metaheuristic Algorithms with a Methodology of Design for the Evaluation of Hard Constraints over the Course Timetabling Problem / A. Soria-Alcaraz Jorge, Carpio Martín, Puga Héctor and Marco Aurelio Sotelo-Figueroa --; Path Planning Using Clonal Selection Algorithm / Christian Huizar, Oscar Montiel-Ross, Roberto Sepúlveda and Francisco Javier Díaz Delgadillo --; Bio-inspired Optimization Methods on Graphic Processing Unit for Minimization of Complex Mathematical Functions / Fevrier Valdez, Patricia Melin and Oscar Castillo. Variants of Ant Colony Optimization: A Metaheuristic for Solving the Traveling Salesman Problem / Iván Chaparro and Fevrier Valdez --; Memetic Algorithm for Solving the Problem of Social Portfolio Using Outranking Model / Claudia G. Gómez S., Eduardo R. Fernández Gonzalez, Laura Cruz Reyes, S. Samantha Bastiani M. and Gilberto Rivera Z., et al. --; Evolving Bin Packing Heuristic Using Micro-Differential Evolution with Indirect Representation / Marco Aurelio Sotelo-Figueroa, Héctor José Puga Soberanes, Juan Martín Carpio, Héctor J. Fraire Huacuja and Laura Cruz Reyes, et al. --; Improving the Performance of Heuristic Algorithms Based on Exploratory Data Analysis / Marcela Quiroz C., Laura Cruz-Reyes, José Torres-Jiménez, Claudia G. Gómez S. and Héctor J. Fraire H., et al. --; An Interactive Decision Support System Framework for Social Project Portfolio Selection / Laura Cruz-Reyes, Fausto A. Balderas J., Cesar Medina T., Fernando López I. and Claudia G. Gómez S., et al. Constructive Algorithm for a Benchmark in Ship Stowage Planning / Laura Cruz-Reyes, Paula Hernández H., Patricia Melin, Héctor J. Fraire H. and Julio Mar O. --; Small Hydroponics Garden Improved Using Cultural Algorithms / Alberto Ochoa-Zezzatti, Ruben Jaramillo, Sandra Bustillos, Nemesio Castillo and José Martínez, et al. --; Handling of Synergy into an Algorithm for Project Portfolio Selection / Gilberto Rivera, Claudia G. Gómez, Eduardo R. Fernández, Laura Cruz and Oscar Castillo, et al. --; Practical Aspects on the Implementation of Iterative ANN Models on GPU Technology / Mario I. Chacon-Murguia and Jorge A. Cardona-Soto --; High Performance Architecture for NSGA-II / Josué Domínguez, Oscar Montiel, Roberto Sepúlveda and Nataly Medina --; Natural Language Interfaces to Databases: An Analysis of the State of the Art / Rodolfo A. Pazos R., Juan J. González B., Marco A. Aguirre L., José A. Martínez F. and Héctor J. Fraire H. A Genetic Algorithm for the Problem of Minimal Brauer Chains / Arturo Rodriguez-Cristerna and Jose Torres-Jimenez --; Type-2 Fuzzy Grammar in Language Evolution / Juan Paulo Alvarado-Magaña, Antonio Rodríguez-Díaz, Juan R. Castro and Oscar Castillo --; Experimental Study of a New Algorithm-Design-Framework Based on Cellular Computing / J. David Terán-Villanueva, Héctor Joaquín Fraire Huacuja, Juan Martín Carpio Valadez, Rodolfo A. Pazos R. and Héctor José Puga Soberanes, et al. --; Restaurant Recommendations Based on a Domain Model and Fuzzy Rules / Xochilt Ramírez-García and Mario García-Valdez --; User Modeling for Interactive Evolutionary Computation Applications Using Fuzzy Logic / J.C. Romero and Mario García-Valdez --; Personalization of Learning Object Sequencing and Deployment in Intelligent Learning Environments / Francisco Arce and Mario García-Valdez.
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| Abstract
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This book presents recent advances on hybrid intelligent systems using soft computing techniques for intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems. Soft Computing (SC) consists of several intelligent computing paradigms, including fuzzy logic, neural networks, and bio-inspired optimization algorithms, which can be used to produce powerful hybrid intelligent systems. The book is organized in five main parts, which contain groups of papers around a similar subject. The first part consists of papers with the main theme of hybrid intelligent systems for control and robotics, which are basically state of the art papers that propose new models and concepts, which can be the basis for achieving intelligent control and mobile robotics. The second part contains papers with the main theme of hybrid intelligent systems for pattern recognition and time series prediction, which are basically papers using nature-inspired techniques, like evolutionary algorithms, fuzzy logic and neural networks, for achieving efficient pattern recognition or time series prediction. The third part contains papers with the theme of bio-inspired and genetic optimization methods, which basically consider the proposal of new methods and applications of bio-inspired optimization to solve complex optimization of real problems. The fourth part contains papers that deal with the application of intelligent optimization techniques in real world problems in scheduling, planning and manufacturing. The fifth part contains papers with the theme of evolutionary methods and intelligent computing, which are papers considering soft computing methods for applications related to diverse areas, such as natural language processing, recommending systems and optimization.
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| Subject
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Artificial intelligence.
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Ingénierie.
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| Subject
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Soft computing.
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| LC Classification
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Q335.O833 2013
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| Added Entry
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Janusz Kacprzyk
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Oscar Castillo
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Patricia Melin
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