Soft Computing for Hybrid Intelligent Systems

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Castillo, Oscar. (Editor ), Melin, Patricia. (Editor ), Pedrycz, Witold. (Editor )
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Studies in Computational Intelligence, 154
Materias:
Acceso en línea:https://doi.org/10.1007/978-3-540-70812-4
Tabla de Contenidos:
  • Intelligent Control
  • Optimization of Interval Type-2 Fuzzy Logic Controllers for a Perturbed Autonomous Wheeled Mobile Robot Using Genetic Algorithms
  • Fuzzy Control for Output Regulation of a Servomechanism with Backlash
  • Stability on Type-1 and Type-2 Fuzzy Logic Systems
  • Comparative Study of Type-1 and Type-2 Fuzzy Systems Optimized by Hierarchical Genetic Algorithms
  • Comparison between Ant Colony and Genetic Algorithms for Fuzzy System Optimization
  • Pattern Recognition
  • Type-1 and Type-2 Fuzzy Inference Systems as Integration Methods in Modular Neural Networks for Multimodal Biometry and Its Optimization with Genetic Algorithms
  • Interval Type-2 Fuzzy Logic for Module Relevance Estimation in Sugeno Integration of Modular Neural Networks
  • Optimization of Response Integration with Fuzzy Logic in Ensemble Neural Networks Using Genetic Algorithms
  • Optimization of Modular Neural Network, Using Genetic Algorithms: The Case of Face and Voice Recognition
  • A New Biometric Recognition Technique Based on Hand Geometry and Voice Using Neural Networks and Fuzzy Logic
  • Intelligent Agents and Social Systems
  • A Hybrid Model Based on a Cellular Automata and Fuzzy Logic to Simulate the Population Dynamics
  • Soft Margin Training for Associative Memories: Application to Fault Diagnosis in Fossil Electric Power Plants
  • Social Systems Simulation Person Modeling as Systemic Constructivist Approach
  • Modeling and Simulation by Petri Networks of a Fault Tolerant Agent Node
  • Fuzzy Agents
  • Hardware Implementations
  • Design and Simulation of the Fuzzification Stage through the Xilinx System Generator
  • High Performance Parallel Programming of a GA Using Multi-core Technology
  • Scalability Potential of Multi-core Architecture in a Neuro-Fuzzy System
  • Methodology to Test and Validate a VHDL Inference Engine through the Xilinx System Generator
  • Modeling and Simulation of the Defuzzification Stage Using Xilinx System Generator and Simulink
  • Modeling, Simulation and Optimization
  • A New Evolutionary Method Combining Particle Swarm Optimization and Genetic Algorithms Using Fuzzy Logic
  • A Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks: The Case of Time Series Prediction
  • Optimization of Artificial Neural Network Architectures for Time Series Prediction Using Parallel Genetic Algorithms
  • Optimized Algorithm of Discovering Functional Dependencies with Degrees of Satisfaction Based on Attribute Pre-scanning Operation
  • A Fuzzy Symbolic Representation for Intelligent Reservoir Well Logs Interpretation
  • How to Solve a System of Linear Equations with Fuzzy Numbers
  • Design and Implementation of a Hybrid Fuzzy Controller Using VHDL.