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

ISBN: 978-3-642-33226-5 (Print) 978-3-642-33227-2 (Online)

Table of contents (28 chapters)

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  1. Front Matter

    Pages 1-11

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    Pages 1-4

    Is Hot Fusion Made Feasible by the Discovery of Cryodynamics?

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    Pages 5-8

    Fitness Landscapes and Evolutionary Dynamics

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    Pages 9-24

    Observer Design for Polytopic Systems: Application to Chaotic System Reconstruction

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    Pages 25-26

    Entropy of Fractal Systems

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    Pages 27-28

    Modeling Complexity: From Cellular Automata to Evolutionary Game Theory and Multiagent Systems with Coalitions

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    Pages 29-34

    On Evolutionary Synthesis of Chaotic Systems

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    Pages 35-48

    On the Evolutionary Optimization of Chaos Control – A Brief Survey

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    Pages 49-60

    The Use of Soft Computing Methods for Forecasting in Business, Their Applications in Practice

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    Pages 61-72

    Adaptive Predictive Control of Time-Delay Systems

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    Pages 73-81

    Specific Behaviour of GPA-ES Evolutionary System Observed in Deterministic Chaos Regression

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    Pages 83-92

    Chaos Synchronization Based on Unknown Inputs Takagi-Sugeno Fuzzy Observer

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    Pages 93-102

    Modeling and Model Predictive Control of Nonlinear Hydraulic System

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    Pages 103-112

    Usage of the Evolutionary Designed Neural Network for Heat Demand Forecast

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    Pages 113-121

    Fuzzy Logic Decision Support for Long-Term Investing in the Financial Markets

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    Pages 123-132

    Possibilities of Industrial Data Description Using Fractal Geometry

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    Pages 133-141

    Influence of Number of Neurons in Time Delay Recurrent Networks with Stochastic Weight Update on Backpropagation Through Time

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    Pages 143-152

    Multiple Model Predictive Control of a Styrene Polymerization Process

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    Pages 153-166

    Impact of Various Chaotic Maps on the Performance of Chaos Enhanced PSO Algorithm with Inertia Weight – An Initial Study

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    Pages 167-177

    Extended Initial Study on the Performance of Enhanced PSO Algorithm with Lozi Chaotic Map

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    Book Chapter

    Pages 179-190

    Custom Winding Ratio Analysis of Evolutionary Optimized Audio Transformer

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