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Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems

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Feldname	Details
Vorliegende Sprache	eng
Hinweise auf parallele Ausgaben	37941807X Buchausg. u.d.T.: ‡Nostradamus
ISBN	978-3-642-33226-5
Name	Zelinka, Ivan
Name	Rössler, Otto E.
Name ANZEIGE DER KETTE	Rössler, Otto E.
Name	Snášel, Václav
	Abraham, Ajith
	Corchado, Emilio
T I T E L	Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems
Verlagsort	Berlin, Heidelberg
Verlag	Springer
Erscheinungsjahr	2013
Erscheinungsjahr	2013
Umfang	Online-Ressource (XVI, 283 p. 132 illus, digital)
Reihe	Advances in Intelligent Systems and Computing ; 192
Notiz / Fußnoten	Description based upon print version of record
Weiterer Inhalt	Title; Preface; Committees; Contents; Is Hot Fusion Made Feasible by the Discovery of Cryodynamics?; Introduction; A Numerical Impasse; A Proposed Experiment; The Concrete Proposal; Discussion; References; Fitness Landscapes and Evolutionary Dynamics; Introductory Overview; References; Observer Design for Polytopic Systems: Application to Chaotic System Reconstruction; Introduction; Unknown Input T-S Fuzzy Model Representation; Unknown Input T-S Fuzzy Observer Design; Extension to Discrete-Time T-S Observer Design; Application to Chaotic System Reconstruction; Conclusion; References. Entropy of Fractal SystemsHistorical Concept of Entropy; History of Fractal Geometry; Entropy and Fractal Dimension; References; Modeling Complexity: From Cellular Automata to Evolutionary Game Theory and Multiagent Systems with Coalitions; Summary of the Presentation; References; On Evolutionary Synthesis of Chaotic Systems; Used Evolutionary Algorithms, Possibilities and Techniques; Results; Conclusions; References; On the Evolutionary Optimization of Chaos Control - A Brief Survey; Introduction; Problem Design; Selected Chaotic System; ETDAS Control Method; Cost Functions Development. Used Soft - Computing ToolsAnalytic Programming; Evolutionary Algorithms; Simulation Results; Basic Evolutionary - Not Blackbox; Approach; Evolutionary Blackbox Approach; Meta-Evolutionary Approach - Synthesis of a New Control Law; Conclusion; References; The Use of Soft Computing Methods for Forecasting in Business, Their Applications in Practice; Introduction; Fuzzy Logic; Neural Networks; Genetic Algorithm; Theory of Chaos; Conclusion; References; Adaptive Predictive Control of Time-Delay Systems; Introduction; MPC Based on Minimization of Quadratic Criterion; Computation of Predictor. Second Order System without Time-DelaySecond Order System with Time-Delay; System Identification of Time-Delay Processes; Off-Line Process Identification; Recursive Identification Algorithm; Experimental Example; Laboratory Heat Exchanger Description; Identification of Laboratory Heat Exchanger; Simulation Results; Conclusion; References; Specific Behaviour of GPA-ES Evolutionary System Observed in Deterministic Chaos Regression; Introduction; Hybrid GPA-ES Evolutionary System; GPA and ES Population Size Influence; Typical Structures in Equations Describing Deterministic Chaos Systems. PredictionConclusions; References; Chaos Synchronization Based on Unknown Inputs Takagi-Sugeno Fuzzy Observer; Introduction; Unknown Input T-S Fuzzy Model Representation; Unknown Input T-S Fuzzy Observer Design; LMI Synthesis Conditions; Unknown Inputs Estimation; Performance Improvement; Simulation Examples; Conclusion; References; Modeling and Model Predictive Control of Nonlinear Hydraulic System; Introduction; The DTS200 System; Modeling of the Plant; Ideal Model; Enhanced Model; Simulink Model; PID and Model Predictive Control; Conclusion; References. Usage of the Evolutionary Designed Neural Network for Heat Demand Forecast
Titelhinweis	Print version: Nostradamus : Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems
Titelhinweis	Buchausg. u.d.T.: ‡Nostradamus
ISBN	ISBN 978-3-642-33227-2
Klassifikation	GPFC
	TEC000000
	003.75
	620
	QA76.9.M35
	ST 300
Kurzbeschreibung	This proceeding book of Nostradamus conference (http://nostradamus-conference.org) contains accepted papers presented at this event in 2012. Nostradamus conference was held in the one of the biggest and historic city of Ostrava (the Czech Republic, http://www.ostrava.cz/en), in September 2012.Conference topics are focused on classical as well as modern methods for prediction of dynamical systems with applications in science, engineering and economy. Topics are (but not limited to): prediction by classical and novel methods, predictive control, deterministic chaos and its control, complex systems, modelling and prediction of its dynamics and much more
1. Schlagwortkette	Nichtlineares dynamisches System
1. Schlagwortkette	Kongress
ANZEIGE DER KETTE	Nichtlineares dynamisches System -- Kongress
SWB-Titel-Idn	373499000
Signatur	Springer E-Book
Bemerkungen	Elektronischer Volltext - Campuslizenz
Elektronische Adresse	$uhttp://dx.doi.org/10.1007/978-3-642-33227-2
Internetseite / Link	Volltext
Siehe auch	Inhaltsverzeichnis
Siehe auch	Inhaltstext
Siehe auch	Cover

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