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

Front Matter....Pages 1-11
Is Hot Fusion Made Feasible by the Discovery of Cryodynamics?....Pages 1-4
Fitness Landscapes and Evolutionary Dynamics....Pages 5-8
Observer Design for Polytopic Systems: Application to Chaotic System Reconstruction....Pages 9-24
Entropy of Fractal Systems....Pages 25-26
Modeling Complexity: From Cellular Automata to Evolutionary Game Theory and Multiagent Systems with Coalitions....Pages 27-28
On Evolutionary Synthesis of Chaotic Systems....Pages 29-34
On the Evolutionary Optimization of Chaos Control – A Brief Survey....Pages 35-48
The Use of Soft Computing Methods for Forecasting in Business, Their Applications in Practice....Pages 49-60
Adaptive Predictive Control of Time-Delay Systems....Pages 61-72
Specific Behaviour of GPA-ES Evolutionary System Observed in Deterministic Chaos Regression....Pages 73-81
Chaos Synchronization Based on Unknown Inputs Takagi-Sugeno Fuzzy Observer....Pages 83-92
Modeling and Model Predictive Control of Nonlinear Hydraulic System....Pages 93-102
Usage of the Evolutionary Designed Neural Network for Heat Demand Forecast....Pages 103-112
Fuzzy Logic Decision Support for Long-Term Investing in the Financial Markets....Pages 113-121
Possibilities of Industrial Data Description Using Fractal Geometry....Pages 123-132
Influence of Number of Neurons in Time Delay Recurrent Networks with Stochastic Weight Update on Backpropagation Through Time....Pages 133-141
Multiple Model Predictive Control of a Styrene Polymerization Process....Pages 143-152
Impact of Various Chaotic Maps on the Performance of Chaos Enhanced PSO Algorithm with Inertia Weight – An Initial Study....Pages 153-166
Extended Initial Study on the Performance of Enhanced PSO Algorithm with Lozi Chaotic Map....Pages 167-177
Custom Winding Ratio Analysis of Evolutionary Optimized Audio Transformer....Pages 179-190
Evolutionary Synthesis of Control Rules by Means of Analytic Programming for the Purpose of High Order Oscillations Stabilization of Evolutionary Synthesized Chaotic System....Pages 191-201
Application of Self-Organizing Migrating Algorithm in Five-Dimensional Chaotic Synchronization Systems via Active-Passive Decomposition....Pages 203-213
Using Differential Evolution Algorithm in Six-Dimensional Chaotic Synchronization Systems....Pages 215-224
Asynchronous Synthesis of a Neural Network Applied on Head Load Prediction....Pages 225-240
Prediction by Means of Elliott Waves Recognition....Pages 241-250
Pattern Recognition Algorithm Optimization....Pages 251-260
Evolutionary Identification and Synthesis of Predictive Models....Pages 261-272
Data Mining by Symbolic Fuzzy Classifiers and Genetic Programming....Pages 273-282
Back Matter....Pages 0--1