Ebook: Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems
- Tags: Complexity, Computational Intelligence, Artificial Intelligence (incl. Robotics)
- Series: Advances in Intelligent Systems and Computing 192
- Year: 2013
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
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.
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.
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.
Content:
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
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.
Content:
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
....