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Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems
Kategorie	Beschreibung
036a	XA-DE
037b	eng
077a	37941807X Buchausg. u.d.T.: ‡Nostradamus
087q	978-3-642-33226-5
100	Zelinka, Ivan
104b	Rössler, Otto E.
108b	Snášel, Václav
112b	Abraham, Ajith
116b	Corchado, Emilio
331	Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems
410	Berlin, Heidelberg
412	Springer
425	2013
425a	2013
433	Online-Ressource (XVI, 283 p. 132 illus, digital)
451	Advances in Intelligent Systems and Computing ; 192
501	Description based upon print version of record
517	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
527	Print version: Nostradamus : Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems
527	Buchausg. u.d.T.: ‡Nostradamus
540a	ISBN 978-3-642-33227-2
700	\|GPFC
700	\|TEC000000
700b	\|003.75
700b	\|620
700c	\|QA76.9.M35
700g	1271119005 ST 300
750	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
902s	209582596 Nichtlineares dynamisches System
902f	\|Kongress
012	373499000
081	Zelinka, Ivan: Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems
100	Springer E-Book
125a	Elektronischer Volltext - Campuslizenz
655e	$uhttp://dx.doi.org/10.1007/978-3-642-33227-2