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Über dieses Buch

Prediction of behavior of the dynamical systems, analysis and modeling of its structure is vitally important problem in engineering, economy and science today. Examples of such systems can be seen

in the world around us and of course in almost every scientific discipline including such “exotic” domains like the earth’s atmosphere, turbulent fluids, economies (exchange rate and stock markets),

population growth, physics (control of plasma), information flow in social networks and its dynamics, chemistry and complex networks. To understand such dynamics and to use it in research or industrial

applications, it is important to create its models. For this purpose there is rich spectra of methods, from classical like ARMA models or Box Jenkins method to such modern ones like evolutionary

computation, neural networks, fuzzy logic, fractal geometry, deterministic chaos and more. This proceeding book is a collection of the accepted papers to conference Nostradamus that has been held in Ostrava, Czech Republic. Proceeding also comprises of outstanding keynote speeches by distinguished guest speakers: Guanrong Chen (Hong Kong), Miguel A. F. Sanjuan (Spain), Gennady Leonov and Nikolay Kuznetsov (Russia), Petr Škoda (Czech Republic).

The main aim of the conference is to create periodical possibility for students, academics and researchers to exchange their ideas and novel methods. This conference will establish forum for

presentation and discussion of recent trends in the area of applications of various predictive methods for researchers, students and academics.

Inhaltsverzeichnis

Frontmatter

2013 | OriginalPaper | Buchkapitel

Constructing a Simple Chaotic System with an Arbitrary Number of Equilibrium Points or an Arbitrary Number of Scrolls

Guanrong Chen

2013 | OriginalPaper | Buchkapitel

Dynamics of Partial Control of Chaotic Systems

Miguel A. F. Sanjuan

2013 | OriginalPaper | Buchkapitel

Prediction of Hidden Oscillations Existence in Nonlinear Dynamical Systems: Analytics and Simulation

Gennady A. Leonov, Nikolay V. Kuznetsov

2013 | OriginalPaper | Buchkapitel

Astroinformatics: Getting New Knowledge from the Astronomical Data Avalanche

Petr Škoda

2013 | OriginalPaper | Buchkapitel

Engineering of Mathematical Chaotic Circuits

René Lozi

2013 | OriginalPaper | Buchkapitel

Utilising the Chaos-Induced Discrete Self Organising Migrating Algorithm to Schedule the Lot-Streaming Flowshop Scheduling Problem with Setup Time

Donald Davendra, Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Magdalena Bialic-Davendra

2013 | OriginalPaper | Buchkapitel

Hidden Periodicity – Chaos Dependance on Numerical Precision

Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen

2013 | OriginalPaper | Buchkapitel

Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study

Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen

2013 | OriginalPaper | Buchkapitel

New Adaptive Approach for Chaos PSO Algorithm Driven Alternately by Two Different Chaotic Maps – An Initial Study

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra

2013 | OriginalPaper | Buchkapitel

On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra

2013 | OriginalPaper | Buchkapitel

Utilization of Analytic Programming for Evolutionary Synthesis of the Robust Controller for Set of Chaotic Systems

Roman Senkerik, Zuzana Kominkova Oplatkova, Ivan Zelinka, Michal Pluhacek

2013 | OriginalPaper | Buchkapitel

Chaos Powered Selected Evolutionary Algorithms

Lenka Skanderova, Ivan Zelinka, Petr Šaloun

2013 | OriginalPaper | Buchkapitel

Case Study of Evolutionary Process Visualization Using Complex Networks

Patrik Dubec, Jan Plucar, Lukáš Rapant

2013 | OriginalPaper | Buchkapitel

Stabilization of Chaotic Logistic Equation Using HC12 and Grammatical Evolution

Radomil Matousek, Petr Minar

2013 | OriginalPaper | Buchkapitel

Hypervolume-Driven Analytical Programming for Solar-Powered Irrigation System Optimization

T. Ganesan, I. Elamvazuthi, Ku Zilati Ku Shaari, P. Vasant

2013 | OriginalPaper | Buchkapitel

Forecasting of Time Series with Fuzzy Logic

Petr Dostál

2013 | OriginalPaper | Buchkapitel

Unknown Input Proportional Integral Observer Design for Chaotic TS Fuzzy Models

T. Youssef, Mohammed Chadli, Ivan Zelinka, M. Zelmat

2013 | OriginalPaper | Buchkapitel

Modeling of EEG Signal with Homeostatic Neural Network

Martin Ruzek

2013 | OriginalPaper | Buchkapitel

Model Identification from Incomplete Data Set Describing State Variable Subset Only – The Problem of Optimizing and Predicting Heuristic Incorporation into Evolutionary System

Tomas Brandejsky

2013 | OriginalPaper | Buchkapitel

Supervised and Reinforcement Learning in Neural Network Based Approach to the Battleship Game Strategy

Ladislav Clementis

2013 | OriginalPaper | Buchkapitel

Evolutionary Algorithms for Parameter Estimation of Metabolic Systems

Anastasia Slustikova Lebedik, Ivan Zelinka

2013 | OriginalPaper | Buchkapitel

Evolutionary Synthesis of Complex Structures – Pseudo Neural Networks for the Task of Iris Dataset Classification

Zuzana Kominkova Oplatkova, Roman Senkerik

2013 | OriginalPaper | Buchkapitel

Speech Emotions Recognition Using 2-D Neural Classifier

Pavol Partila, Miroslav Voznak

2013 | OriginalPaper | Buchkapitel

Predictive Control of Radio Telescope Using Multi-layer Perceptron Neural Network

Sergej Jakovlev, Miroslav Voznak, Kestutis Ruibys, Arunas Andziulis

2013 | OriginalPaper | Buchkapitel

Modeling and Simulation of a Small Unmanned Aerial Vehicle

Ozan Eren Yuceol, Ahmet Akbulut

2013 | OriginalPaper | Buchkapitel

Mathematical Models of Controlled Systems

Vladimír Jehlička

2013 | OriginalPaper | Buchkapitel

Effect of Weighting Factors in Adaptive LQ Control

Jiri Vojtesek, Petr Dostal

2013 | OriginalPaper | Buchkapitel

Unstable Systems Database: A New Tool for Students, Teachers and Scientists

František Gazdoš, Jiří Marholt, Jaroslav Kolařík

2013 | OriginalPaper | Buchkapitel

Nonlinear State Estimation and Predictive Control of pH Neutralization Process

Jakub Novák, Petr Chalupa

2013 | OriginalPaper | Buchkapitel

State Observers for Model Predictive Control

Petr Chalupa, Peter Januška, Jakub Novák

2013 | OriginalPaper | Buchkapitel

Characteristics of the Chen Attractor

Petra Augustová, Zdeněk Beran

2013 | OriginalPaper | Buchkapitel

Message Embedded Synchronization for the Generalized Lorenz System and Its Use for Chaotic Masking

Sergej Čelikovský, Volodymyr Lynnyk

2013 | OriginalPaper | Buchkapitel

Using Complex Network Topologies and Self-Organizing Maps for Time Series Prediction

Juan C. Burguillo, Bernabé Dorronsoro

2013 | OriginalPaper | Buchkapitel

Initial Errors Growth in Chaotic Low-Dimensional Weather Prediction Model

Hynek Bednar, Ales Raidl, Jiri Miksovsky

2013 | OriginalPaper | Buchkapitel

EEE Method: Improved Approach of Compass Dimension Calculation

Vlastimil Hotař

2013 | OriginalPaper | Buchkapitel

Chaotic Analysis of the GDP Time Series

Radko Kříž

2013 | OriginalPaper | Buchkapitel

Daily Temperature Profile Prediction for the District Heating Application

Juraj Koščák, Rudolf Jakša, Rudolf Sepeši, Peter Sinčák

2013 | OriginalPaper | Buchkapitel

Adaptive Classifier of Candlestick Formations for Prediction of Trends

Ján Vaščák, Peter Sinčák, Karol Prešovský

2013 | OriginalPaper | Buchkapitel

Identification of Economic Agglomerations by Means of Accounting Data from ERP Systems of Business Entities

Petr Hanzal, Ivana Faltová Leitmanová

2013 | OriginalPaper | Buchkapitel

Nonlinear Spatial Analysis of Dynamic Behavior of Rural Regions

Yi Chen, Guanfeng Zhang, Bin Zheng, Ivan Zelinka

2013 | OriginalPaper | Buchkapitel

Complex System Simulation Parameters Settings Methodology

Michal Janošek, Václav Kocian, Eva Volná

2013 | OriginalPaper | Buchkapitel

Simulation Analysis of the Complex Production System with Interoperation Buffer Stores

Bronislav Chramcov, Robert Bucki, Sabina Marusza

2013 | OriginalPaper | Buchkapitel

Usage of Modern Exponential-Smoothing Models in Network Traffic Modelling

Roman Jašek, Anna Szmit, Maciej Szmit

2013 | OriginalPaper | Buchkapitel

On Approaches of Assessment of Tribo Data from Medium Lorry Truck

David Valis, Libor Zak, Agata Walek

2013 | OriginalPaper | Buchkapitel

Energy and Entropy of Fractal Objects: Application to Gravitational Field

Oldrich Zmeskal, Michal Vesely, Petr Dzik, Martin Vala

2013 | OriginalPaper | Buchkapitel

Wavelet Based Feature Extraction for Clustering of Be Stars

Pavla Bromová, Petr Škoda, Jaroslav Zendulka

2013 | OriginalPaper | Buchkapitel

Upcoming Features of SPLAT-VO in Astroinformatics

Petr Šaloun, David Andrešič, Petr Škoda, Ivan Zelinka

2013 | OriginalPaper | Buchkapitel

Mobile Sensor Data Classification Using GM-SOM

Petr Gajdoš, Pavel Moravec, Pavel Dohnálek, Tomáš Peterek

2013 | OriginalPaper | Buchkapitel

Tensor Modification of Orthogonal Matching Pursuit Based Classifier in Human Activity Recognition

Pavel Dohnálek, Petr Gajdoš, Tomáš Peterek

2013 | OriginalPaper | Buchkapitel

Global Motion Estimation Using a New Motion Vector Outlier Rejection Algorithm

Burak Yıldırım, Hakkı Alparslan Ilgın

2013 | OriginalPaper | Buchkapitel

Searching for Dependences within the System of Measuring Stations by Using Symbolic Regression

Petr Gajdoš, Michal Radecký, Miroslav Vozňák

2013 | OriginalPaper | Buchkapitel

The Effect of Sub-sampling on Hyperspectral Dimension Reduction

Ali Ömer Kozal, Mustafa Teke, Hakkı Alparslan Ilgın

Backmatter

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