Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control - Castillo, Oscar; Pedrycz, Witold; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009)
Intelligent Control -- Optimization of Membership Functions of a Fuzzy Logic Controller for an Autonomous Wheeled Mobile Robot Using Ant Colony Optimization -- Evolutionary Optimization of Type-2 Fuzzy Logic Systems Applied to Linear Plants -- Multi-Agent System with Fuzzy Logic Control for Autonomous Mobile Robots in Known Environments -- Hybrid Interval Type-1 Non-singleton Type-2 Fuzzy Logic Systems Are Type-2 Adaptive Neuro-fuzzy Inference Systems -- Centralized Direct and Indirect Neural Control of Distributed Parameter Systems -- Pattern Recognition -- An Ensemble Neural Network Architecture with Fuzzy Response Integration for Complex Time Series Prediction -- Optimization of Fuzzy Response Integrators in Modular Neural Networks with Hierarchical Genetic Algorithms: The Case of Face, Fingerprint and Voice Recognition -- Modular Neural Network with Fuzzy Integration of Responses for Face Recognition -- A Modular Neural Network with Fuzzy Response Integration for Person Identification Using Biometric Measures -- Signature Recognition with a Hybrid Approach Combining Modular Neural Networks and Fuzzy Logic for Response Integration -- Learning and Social Simulation -- A Hybrid Recommender System Architecture for Learning Objects -- TA-Fuzzy Semantic Networks for Interaction Representation in Social Simulation -- Fuzzy Personality Model Based on Transactional Analysis and VSM for Socially Intelligent Agents and Robots -- Robotics and Hardware Implementations -- Controlling Unstable Non-Minimum-Phase Systems with Fuzzy Logic: The Perturbed Case -- Genetic Optimization for the Design of Walking Patterns of a Biped Robot -- Design and Simulation of the Type-2 Fuzzification Stage: Using Active Membership Functions -- Methodology to Test and Validate a VHDL Inference Engine of a Type-2 FIS, through the Xilinx System Generator -- Modeling and Simulation of the Defuzzification Stage of a Type-2 Fuzzy Controller Using the Xilinx System Generator and Simulink.
Keywords: Applied mathematics; Engineering mathematics; Artificial intelligence; Mathematical and Computational Engineering; Artificial Intelligence