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Über dieses Buch

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.

Inhaltsverzeichnis

Frontmatter

Hybrid Intelligent Systems for Control and Robotics

Frontmatter

2013 | OriginalPaper | Buchkapitel

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, Oscar Castillo

2013 | OriginalPaper | Buchkapitel

Evolutionary Optimization of the Fuzzy Integrator in a Navigation System for a Mobile Robot

Abraham Meléndez, Oscar Castillo

2013 | OriginalPaper | Buchkapitel

Particle Swarm Optimization for Average Approximation of Interval Type-2 Fuzzy Inference Systems Design in FPGAs for Real Applications

Yazmin Maldonado, Oscar Castillo, Patricia Melin

2013 | OriginalPaper | Buchkapitel

Genetic Optimization of Membership Functions in Modular Fuzzy Controllers for Complex Problems

Leticia Cervantes, Oscar Castillo

2013 | OriginalPaper | Buchkapitel

Designing Systematic Stable Fuzzy Logic Controllers by Fuzzy Lyapunov Synthesis

María Concepción Ibarra, Oscar Castillo, Jose Soria

2013 | OriginalPaper | Buchkapitel

Design of Fuzzy Control Systems with Different PSO Variants

Resffa Fierro, Oscar Castillo

2013 | OriginalPaper | Buchkapitel

Methodology to Design Fuzzy Logic Controller for Soft-Core Embedded into FPGA

Roberto Sepúlveda, Oscar Montiel-Ross, Jorge Quiñones

2013 | OriginalPaper | Buchkapitel

Optimization of Membership Functions for Type-1 and Type 2 Fuzzy Controllers of an Autonomous Mobile Robot Using PSO

San Juana Aguas-Marmolejo, Oscar Castillo

Hybrid Intelligent Systems for Pattern Recognition and Time Series Prediction

Frontmatter

2013 | OriginalPaper | Buchkapitel

Multi-Objective Hierarchical Genetic Algorithm for Modular Neural Network Optimization Using a Granular Approach

Daniela Sánchez, Patricia Melin

2013 | OriginalPaper | Buchkapitel

An Analysis on the Intrinsic Implementation of the Principle of Justifiable Granularity in Clustering Algorithms

Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro

2013 | OriginalPaper | Buchkapitel

Mental Tasks Temporal Classification Using an Architecture Based on ANFIS and Recurrent Neural Networks

Emmanuel Morales-Flores, Juan Manuel Ramírez-Cortés, Pilar Gómez-Gil, Vicente Alarcón-Aquino

2013 | OriginalPaper | Buchkapitel

Interval Type-2 Fuzzy System for Image Edge Detection Quality Evaluation Applied to Synthetic and Real Images

Felicitas Perez-Ornelas, Olivia Mendoza, Patricia Melin, Juan R. Castro

2013 | OriginalPaper | Buchkapitel

Genetic Optimization of Type-2 Fuzzy Weight Adjustment for Backpropagation in Ensemble Neural Network

Fernando Gaxiola, Patricia Melin, Fevrier Valdez

2013 | OriginalPaper | Buchkapitel

A New Method for Type-2 Fuzzy Integration in Ensemble Neural Networks Based on Genetic Algorithms

Martha Pulido, Patricia Melin

2013 | OriginalPaper | Buchkapitel

A Hand Geometry Biometric Identification System Utilizing Modular Neural Networks with Fuzzy Integration

José Luis Sánchez, Patricia Melin

2013 | OriginalPaper | Buchkapitel

Development of an Automatic Method for Classification of Signatures in a Recognition System Based on Modular Neural Networks

Verónica Carrera, Patricia Melin, Diana Bravo

2013 | OriginalPaper | Buchkapitel

Architecture of Modular Neural Network in Pattern Recognition

Manuel Leobardo Zavala-Arriaza, Fevrier Valdez, Patricia Melin

Bio-Inspired and Genetic Optimization Methods

2013 | OriginalPaper | Buchkapitel

Comparative Study of Particle Swarm Optimization Variants in Complex Mathematics Functions

Juan Carlos Vazquez, Fevrier Valdez, Patricia Melin

2013 | OriginalPaper | Buchkapitel

A Method to Solve the Traveling Salesman Problem Using Ant Colony Optimization Variants with Ant Set Partitioning

Evelia Lizárraga, Oscar Castillo, José Soria

2013 | OriginalPaper | Buchkapitel

Particle Swarm Optimization with Dynamic Parameter Adaptation Using Fuzzy Logic for Benchmark Mathematical Functions

Frumen Olivas, Oscar Castillo

2013 | OriginalPaper | Buchkapitel

Dynamic Fuzzy Logic Parameter Tuning for ACO and Its Application in TSP Problems

Héctor Neyoy, Oscar Castillo, José Soria

2013 | OriginalPaper | Buchkapitel

Using Immunogenetic Algorithms for Solving Combinatorial Optimization Problems

Francisco Javier Díaz-Delgadillo, Oscar Montiel-Ross, Roberto Sepúlveda

2013 | OriginalPaper | Buchkapitel

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, Marco Aurelio Sotelo-Figueroa

2013 | OriginalPaper | Buchkapitel

Path Planning Using Clonal Selection Algorithm

Christian Huizar, Oscar Montiel-Ross, Roberto Sepúlveda, Francisco Javier Díaz Delgadillo

2013 | OriginalPaper | Buchkapitel

Bio-inspired Optimization Methods on Graphic Processing Unit for Minimization of Complex Mathematical Functions

Fevrier Valdez, Patricia Melin, Oscar Castillo

2013 | OriginalPaper | Buchkapitel

Variants of Ant Colony Optimization: A Metaheuristic for Solving the Traveling Salesman Problem

Iván Chaparro, Fevrier Valdez

Intelligent Optimization Methods and Applications

Frontmatter

2013 | OriginalPaper | Buchkapitel

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., Gilberto Rivera Z., Victoria Ruız M.

2013 | OriginalPaper | Buchkapitel

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, Laura Cruz Reyes, Jorge Alberto Soria Alcaraz

2013 | OriginalPaper | Buchkapitel

Improving the Performance of Heuristic Algorithms Based on Exploratory Data Analysis

Marcela Quiroz C., Laura Cruz-Reyes, José Torres-Jiménez, Claudia G. Gómez S., Héctor J. Fraire H., Patricia Melin

2013 | OriginalPaper | Buchkapitel

An Interactive Decision Support System Framework for Social Project Portfolio Selection

Laura Cruz-Reyes, Fausto A. Balderas J., Cesar Medina T., Fernando López I., Claudia G. Gómez S., Ma. Lucila Morales R.

2013 | OriginalPaper | Buchkapitel

Constructive Algorithm for a Benchmark in Ship Stowage Planning

Laura Cruz-Reyes, Paula Hernández H., Patricia Melin, Héctor J. Fraire H., Julio Mar O.

2013 | OriginalPaper | Buchkapitel

Small Hydroponics Garden Improved Using Cultural Algorithms

Alberto Ochoa-Zezzatti, Ruben Jaramillo, Sandra Bustillos, Nemesio Castillo, José Martínez, Samantha Bastiani, Victoria Ruíz

2013 | OriginalPaper | Buchkapitel

Handling of Synergy into an Algorithm for Project Portfolio Selection

Gilberto Rivera, Claudia G. Gómez, Eduardo R. Fernández, Laura Cruz, Oscar Castillo, Samantha S. Bastiani

Evolutionary Methods and Intelligent Computing

Frontmatter

2013 | OriginalPaper | Buchkapitel

Practical Aspects on the Implementation of Iterative ANN Models on GPU Technology

Mario I. Chacon-Murguia, Jorge A. Cardona-Soto

2013 | OriginalPaper | Buchkapitel

High Performance Architecture for NSGA-II

Josué Domínguez, Oscar Montiel, Roberto Sepúlveda, Nataly Medina

2013 | OriginalPaper | Buchkapitel

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., Héctor J. Fraire H.

2013 | OriginalPaper | Buchkapitel

A Genetic Algorithm for the Problem of Minimal Brauer Chains

Arturo Rodriguez-Cristerna, Jose Torres-Jimenez

2013 | OriginalPaper | Buchkapitel

Type-2 Fuzzy Grammar in Language Evolution

Juan Paulo Alvarado-Magaña, Antonio Rodríguez-Díaz, Juan R. Castro, Oscar Castillo

2013 | OriginalPaper | Buchkapitel

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., Héctor José Puga Soberanes, José Antonio Martínez Flores

2013 | OriginalPaper | Buchkapitel

Restaurant Recommendations Based on a Domain Model and Fuzzy Rules

Xochilt Ramírez-García, Mario García-Valdez

2013 | OriginalPaper | Buchkapitel

User Modeling for Interactive Evolutionary Computation Applications Using Fuzzy Logic

J. C. Romero, Mario García-Valdez

2013 | OriginalPaper | Buchkapitel

Personalization of Learning Object Sequencing and Deployment in Intelligent Learning Environments

Francisco Arce, Mario García-Valdez

Backmatter

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