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.