Soft computing for hybrid intelligent systems

Front Matter....Pages -
Front Matter....Pages 1-1
Optimization of Interval Type-2 Fuzzy Logic Controllers for a Perturbed Autonomous Wheeled Mobile Robot Using Genetic Algorithms....Pages 3-18
Fuzzy Control for Output Regulation of a Servomechanism with Backlash....Pages 19-28
Stability on Type-1 and Type-2 Fuzzy Logic Systems....Pages 29-51
Comparative Study of Type-1 and Type-2 Fuzzy Systems Optimized by Hierarchical Genetic Algorithms....Pages 53-70
Comparison between Ant Colony and Genetic Algorithms for Fuzzy System Optimization....Pages 71-86
Front Matter....Pages 87-87
Type-1 and Type-2 Fuzzy Inference Systems as Integration Methods in Modular Neural Networks for Multimodal Biometry and Its Optimization with Genetic Algorithms....Pages 89-114
Interval Type-2 Fuzzy Logic for Module Relevance Estimation in Sugeno Integration of Modular Neural Networks....Pages 115-127
Optimization of Response Integration with Fuzzy Logic in Ensemble Neural Networks Using Genetic Algorithms....Pages 129-150
Optimization of Modular Neural Network, Using Genetic Algorithms: The Case of Face and Voice Recognition....Pages 151-169
A New Biometric Recognition Technique Based on Hand Geometry and Voice Using Neural Networks and Fuzzy Logic....Pages 171-186
Front Matter....Pages 187-187
A Hybrid Model Based on a Cellular Automata and Fuzzy Logic to Simulate the Population Dynamics....Pages 189-203
Soft Margin Training for Associative Memories: Application to Fault Diagnosis in Fossil Electric Power Plants....Pages 205-230
Social Systems Simulation Person Modeling as Systemic Constructivist Approach....Pages 231-249
Modeling and Simulation by Petri Networks of a Fault Tolerant Agent Node....Pages 251-267
Fuzzy Agents....Pages 269-293
Front Matter....Pages 295-295
Design and Simulation of the Fuzzification Stage through the Xilinx System Generator....Pages 297-305
High Performance Parallel Programming of a GA Using Multi-core Technology....Pages 307-314
Scalability Potential of Multi-core Architecture in a Neuro-Fuzzy System....Pages 315-323
Methodology to Test and Validate a VHDL Inference Engine through the Xilinx System Generator....Pages 325-331
Modeling and Simulation of the Defuzzification Stage Using Xilinx System Generator and Simulink....Pages 333-343
Front Matter....Pages 345-345
A New Evolutionary Method Combining Particle Swarm Optimization and Genetic Algorithms Using Fuzzy Logic....Pages 347-361
A Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks: The Case of Time Series Prediction....Pages 363-386
Optimization of Artificial Neural Network Architectures for Time Series Prediction Using Parallel Genetic Algorithms....Pages 387-399
Optimized Algorithm of Discovering Functional Dependencies with Degrees of Satisfaction Based on Attribute Pre-scanning Operation....Pages 401-415
A Fuzzy Symbolic Representation for Intelligent Reservoir Well Logs Interpretation....Pages 417-426
How to Solve a System of Linear Equations with Fuzzy Numbers....Pages 427-436
Design and Implementation of a Hybrid Fuzzy Controller Using VHDL....Pages 437-446
Back Matter....Pages -