Nostradamus 2013: Prediction, Modeling and Analysis of Complex Systems

Content: 
Front Matter....Pages 1-12
Constructing a Simple Chaotic System with an Arbitrary Number of Equilibrium Points or an Arbitrary Number of Scrolls....Pages 1-1
Dynamics of Partial Control of Chaotic Systems....Pages 3-4
Prediction of Hidden Oscillations Existence in Nonlinear Dynamical Systems: Analytics and Simulation....Pages 5-13
Astroinformatics: Getting New Knowledge from the Astronomical Data Avalanche....Pages 15-15
Engineering of Mathematical Chaotic Circuits....Pages 17-29
Utilising the Chaos-Induced Discrete Self Organising Migrating Algorithm to Schedule the Lot-Streaming Flowshop Scheduling Problem with Setup Time....Pages 31-45
Hidden Periodicity – Chaos Dependance on Numerical Precision....Pages 47-59
Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study....Pages 61-75
New Adaptive Approach for Chaos PSO Algorithm Driven Alternately by Two Different Chaotic Maps – An Initial Study....Pages 77-87
On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems....Pages 89-99
Utilization of Analytic Programming for Evolutionary Synthesis of the Robust Controller for Set of Chaotic Systems....Pages 101-110
Chaos Powered Selected Evolutionary Algorithms....Pages 111-124
Case Study of Evolutionary Process Visualization Using Complex Networks....Pages 125-135
Stabilization of Chaotic Logistic Equation Using HC12 and Grammatical Evolution....Pages 137-146
Hypervolume-Driven Analytical Programming for Solar-Powered Irrigation System Optimization....Pages 147-154
Forecasting of Time Series with Fuzzy Logic....Pages 155-161
Unknown Input Proportional Integral Observer Design for Chaotic TS Fuzzy Models....Pages 163-174
Modeling of EEG Signal with Homeostatic Neural Network....Pages 175-180
Model Identification from Incomplete Data Set Describing State Variable Subset Only – The Problem of Optimizing and Predicting Heuristic Incorporation into Evolutionary System....Pages 181-189
Supervised and Reinforcement Learning in Neural Network Based Approach to the Battleship Game Strategy....Pages 191-200
Evolutionary Algorithms for Parameter Estimation of Metabolic Systems....Pages 201-209
Evolutionary Synthesis of Complex Structures – Pseudo Neural Networks for the Task of Iris Dataset Classification....Pages 211-220
Speech Emotions Recognition Using 2-D Neural Classifier....Pages 221-231
Predictive Control of Radio Telescope Using Multi-layer Perceptron Neural Network....Pages 233-244
Modeling and Simulation of a Small Unmanned Aerial Vehicle....Pages 245-255
Mathematical Models of Controlled Systems....Pages 257-264
Effect of Weighting Factors in Adaptive LQ Control....Pages 265-274
Unstable Systems Database: A New Tool for Students, Teachers and Scientists....Pages 275-284
Nonlinear State Estimation and Predictive Control of pH Neutralization Process....Pages 285-294
State Observers for Model Predictive Control....Pages 295-303
Characteristics of the Chen Attractor....Pages 305-312
Message Embedded Synchronization for the Generalized Lorenz System and Its Use for Chaotic Masking....Pages 313-322
Using Complex Network Topologies and Self-Organizing Maps for Time Series Prediction....Pages 323-332
Initial Errors Growth in Chaotic Low-Dimensional Weather Prediction Model....Pages 333-342
EEE Method: Improved Approach of Compass Dimension Calculation....Pages 343-351
Chaotic Analysis of the GDP Time Series....Pages 353-362
Daily Temperature Profile Prediction for the District Heating Application....Pages 363-371
Adaptive Classifier of Candlestick Formations for Prediction of Trends....Pages 373-383
Identification of Economic Agglomerations by Means of Accounting Data from ERP Systems of Business Entities....Pages 385-399
Nonlinear Spatial Analysis of Dynamic Behavior of Rural Regions....Pages 401-412
Complex System Simulation Parameters Settings Methodology....Pages 413-422
Simulation Analysis of the Complex Production System with Interoperation Buffer Stores....Pages 423-434
Usage of Modern Exponential-Smoothing Models in Network Traffic Modelling....Pages 435-444
On Approaches of Assessment of Tribo Data from Medium Lorry Truck....Pages 445-454
Energy and Entropy of Fractal Objects: Application to Gravitational Field....Pages 455-465
Wavelet Based Feature Extraction for Clustering of Be Stars....Pages 467-474
Upcoming Features of SPLAT-VO in Astroinformatics....Pages 475-486
Mobile Sensor Data Classification Using GM-SOM....Pages 487-496
Tensor Modification of Orthogonal Matching Pursuit Based Classifier in Human Activity Recognition....Pages 497-505
Global Motion Estimation Using a New Motion Vector Outlier Rejection Algorithm....Pages 507-515
Searching for Dependences within the System of Measuring Stations by Using Symbolic Regression....Pages 517-528
The Effect of Sub-sampling on Hyperspectral Dimension Reduction....Pages 529-537
Back Matter....Pages 539-540