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Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control

Author: Oscar Castillo; Janusz Kacprzyk; Witold Pedrycz
Publisher: Berlin, Heidelberg : Springer-Verlag Berlin Heidelberg, 2009.
Series: SpringerLink: Springer e-Books; Studies in Computational Intelligence, 257.
Edition/Format:   Computer file : English : Online-ausgView all editions and formats
Summary:

Soft Computing (SC) consists of intelligent computing paradigms used to create powerful hybrid intelligent systems. This book offers new methods for evolutionary design of intelligent systems using  Read more...

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Details

Material Type: Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Oscar Castillo; Janusz Kacprzyk; Witold Pedrycz
ISBN: 9783642045141 3642045146 9783642045134 3642045138
OCLC Number: 608861038
Reproduction Notes: Online-Ausg. Berlin [u.a.] Springer, 2009. online-Ressource.
Description: S.
Contents: 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.
Series Title: SpringerLink: Springer e-Books; Studies in Computational Intelligence, 257.
Responsibility: edited by Oscar Castillo, Witold Pedrycz, Janusz Kacprzyk.

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