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Zelinka, Ivan

Nostradamus 2013: Prediction, Modeling and Analysis of Complex Systems

Zelinka, Ivan - Nostradamus 2013: Prediction, Modeling and Analysis of Complex Systems, ebook

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ISBN: 9783319005423
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Table of contents

1. Constructing a Simple Chaotic System with an Arbitrary Number of Equilibrium Points or an Arbitrary Number of Scrolls
Guanrong Chen

2. Dynamics of Partial Control of Chaotic Systems
Miguel A. F. Sanjuan

3. Prediction of Hidden Oscillations Existence in Nonlinear Dynamical Systems: Analytics and Simulation
Gennady A. Leonov, Nikolay V. Kuznetsov

4. Astroinformatics: Getting New Knowledge from the Astronomical Data Avalanche
Petr Škoda

5. Engineering of Mathematical Chaotic Circuits
René Lozi

6. 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

7. Hidden Periodicity – Chaos Dependance on Numerical Precision
Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen

8. Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study
Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen

9. 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

10. 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

11. 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

12. Chaos Powered Selected Evolutionary Algorithms
Lenka Skanderova, Ivan Zelinka, Petr Šaloun

13. Case Study of Evolutionary Process Visualization Using Complex Networks
Patrik Dubec, Jan Plucar, Lukáš Rapant

14. Stabilization of Chaotic Logistic Equation Using HC12 and Grammatical Evolution
Radomil Matousek, Petr Minar

15. Hypervolume-Driven Analytical Programming for Solar-Powered Irrigation System Optimization
T. Ganesan, I. Elamvazuthi, Ku Zilati Ku Shaari, P. Vasant

16. Forecasting of Time Series with Fuzzy Logic
Petr Dostál

17. Unknown Input Proportional Integral Observer Design for Chaotic TS Fuzzy Models
T. Youssef, Mohammed Chadli, Ivan Zelinka, M. Zelmat

18. Modeling of EEG Signal with Homeostatic Neural Network
Martin Ruzek

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

20. Supervised and Reinforcement Learning in Neural Network Based Approach to the Battleship Game Strategy
Ladislav Clementis

21. Evolutionary Algorithms for Parameter Estimation of Metabolic Systems
Anastasia Slustikova Lebedik, Ivan Zelinka

22. Evolutionary Synthesis of Complex Structures – Pseudo Neural Networks for the Task of Iris Dataset Classification
Zuzana Kominkova Oplatkova, Roman Senkerik

23. Speech Emotions Recognition Using 2-D Neural Classifier
Pavol Partila, Miroslav Voznak

24. Predictive Control of Radio Telescope Using Multi-layer Perceptron Neural Network
Sergej Jakovlev, Miroslav Voznak, Kestutis Ruibys, Arunas Andziulis

25. Modeling and Simulation of a Small Unmanned Aerial Vehicle
Ozan Eren Yuceol, Ahmet Akbulut

26. Mathematical Models of Controlled Systems
Vladimír Jehlička

27. Effect of Weighting Factors in Adaptive LQ Control
Jiri Vojtesek, Petr Dostal

28. Unstable Systems Database: A New Tool for Students, Teachers and Scientists
František Gazdoš, Jiří Marholt, Jaroslav Kolařík

29. Nonlinear State Estimation and Predictive Control of pH Neutralization Process
Jakub Novák, Petr Chalupa

30. State Observers for Model Predictive Control
Petr Chalupa, Peter Januška, Jakub Novák

31. Characteristics of the Chen Attractor
Petra Augustová, Zdeněk Beran

32. Message Embedded Synchronization for the Generalized Lorenz System and Its Use for Chaotic Masking
Sergej Čelikovský, Volodymyr Lynnyk

33. Using Complex Network Topologies and Self-Organizing Maps for Time Series Prediction
Juan C. Burguillo, Bernabé Dorronsoro

34. Initial Errors Growth in Chaotic Low-Dimensional Weather Prediction Model
Hynek Bednar, Ales Raidl, Jiri Miksovsky

35. EEE Method: Improved Approach of Compass Dimension Calculation
Vlastimil Hotař

36. Chaotic Analysis of the GDP Time Series
Radko Kříž

37. Daily Temperature Profile Prediction for the District Heating Application
Juraj Koščák, Rudolf Jakša, Rudolf Sepeši, Peter Sinčák

38. Adaptive Classifier of Candlestick Formations for Prediction of Trends
Ján Vaščák, Peter Sinčák, Karol Prešovský

39. Identification of Economic Agglomerations by Means of Accounting Data from ERP Systems of Business Entities
Petr Hanzal, Ivana Faltová Leitmanová

40. Nonlinear Spatial Analysis of Dynamic Behavior of Rural Regions
Yi Chen, Guanfeng Zhang, Bin Zheng, Ivan Zelinka

41. Complex System Simulation Parameters Settings Methodology
Michal Janošek, Václav Kocian, Eva Volná

42. Simulation Analysis of the Complex Production System with Interoperation Buffer Stores
Bronislav Chramcov, Robert Bucki, Sabina Marusza

43. Usage of Modern Exponential-Smoothing Models in Network Traffic Modelling
Roman Jašek, Anna Szmit, Maciej Szmit

44. On Approaches of Assessment of Tribo Data from Medium Lorry Truck
David Valis, Libor Zak, Agata Walek

45. Energy and Entropy of Fractal Objects: Application to Gravitational Field
Oldrich Zmeskal, Michal Vesely, Petr Dzik, Martin Vala

46. Wavelet Based Feature Extraction for Clustering of Be Stars
Pavla Bromová, Petr Škoda, Jaroslav Zendulka

47. Upcoming Features of SPLAT-VO in Astroinformatics
Petr Šaloun, David Andrešič, Petr Škoda, Ivan Zelinka

48. Mobile Sensor Data Classification Using GM-SOM
Petr Gajdoš, Pavel Moravec, Pavel Dohnálek, Tomáš Peterek

49. Tensor Modification of Orthogonal Matching Pursuit Based Classifier in Human Activity Recognition
Pavel Dohnálek, Petr Gajdoš, Tomáš Peterek

50. Global Motion Estimation Using a New Motion Vector Outlier Rejection Algorithm
Burak Yıldırım, Hakkı Alparslan Ilgın

51. Searching for Dependences within the System of Measuring Stations by Using Symbolic Regression
Petr Gajdoš, Michal Radecký, Miroslav Vozňák

52. The Effect of Sub-sampling on Hyperspectral Dimension Reduction
Ali Ömer Kozal, Mustafa Teke, Hakkı Alparslan Ilgın

Keywords: Engineering, Computational Intelligence, Complexity, Artificial Intelligence (incl. Robotics)

Author(s)
 
 
 
 
Publisher
Springer
Publication year
2013
Language
en
Edition
2013
Series
Advances in Intelligent Systems and Computing
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319005423

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