Screen LibraryNostradamus 2013 prediction, modeling and analysis of complex systems /
Focuses on prediction of the behavior of the dynamical systems by means of classical as well as modern methods from mathematics and soft-computing.
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| Corporate Authors: | ; |
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| Group Author: | |
| Published: |
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| Literature type: | Electronic eBook |
| Language: | English |
| Series: |
Advances in intelligent systems and computing,
v.210 |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-319-00542-3 |
| Summary: |
Focuses on prediction of the behavior of the dynamical systems by means of classical as well as modern methods from mathematics and soft-computing. |
| Item Description: | International conference proceedings. |
| Carrier Form: | 1 online resource (xiii, 540 p.) : ill. (some col.) |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9783319005423 (electronic bk.) 3319005421 (electronic bk.) |
| Index Number: | Q172 |
| CLC: | O415.5-532 |
| Contents: |
Constructing a Simple Chaotic System with an Arbitrary Number of Equilibrium Points or an Arbitrary Number of Scrolls / Dynamics of Partial Control of Chaotic Systems / Prediction of Hidden Oscillations Existence in Nonlinear Dynamical Systems: Analytics and Simulation / Astroinformatics: Getting New Knowledge from the Astronomical Data Avalanche / Engineering of Mathematical Chaotic Circuits / Utilising the Chaos-Induced Discrete Self Organising Migrating Algorithm to Schedule the Lot-Streaming Flowshop Scheduling Problem with Setup Time / Hidden Periodicity - Chaos Dependance on Numerical Precision / Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study / New Adaptive Approach for Chaos PSO Algorithm Driven Alternately by Two Different Chaotic Maps - An Initial Study / On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems / Utilization of Analytic Programming for Evolutionary Synthesis of the Robust Controller for Set of Chaotic Systems / Chaos Powered Selected Evolutionary Algorithms / Case Study of Evolutionary Process Visualization Using Complex Networks / Stabilization of Chaotic Logistic Equation Using HC12 and Grammatical Evolution / Hypervolume-Driven Analytical Programming for Solar-Powered Irrigation System Optimization / Forecasting of Time Series with Fuzzy Logic / Unknown Input Proportional Integral Observer Design for Chaotic TS Fuzzy Models / Modeling of EEG Signal with Homeostatic Neural Network / Model Identification from Incomplete Data Set Describing State Variable Subset Only - The Problem of Optimizing and Predicting Heuristic Incorporation into Evolutionary System / Supervised and Reinforcement Learning in Neural Network Based Approach to the Battleship Game Strategy -- Evolutionary Algorithms for Parameter Estimation of Metabolic Systems / Evolutionary Synthesis of Complex Structures - Pseudo Neural Networks for the Task of Iris Dataset Classification / Speech Emotions Recognition Using 2-D Neural Classifier / Predictive Control of Radio Telescope Using Multi-layer Perceptron Neural Network / Modeling and Simulation of a Small Unmanned Aerial Vehicle / Mathematical Models of Controlled Systems / Effect of Weighting Factors in Adaptive LQ Control / Unstable Systems Database: A New Tool for Students, Teachers and Scientists / Nonlinear State Estimation and Predictive Control of pH Neutralization Process / State Observers for Model Predictive Control / Characteristics of the Chen Attractor / Message Embedded Synchronization for the Generalized Lorenz System and Its Use for Chaotic Masking / Using Complex Network Topologies and Self-Organizing Maps for Time Series Prediction / Initial Errors Growth in Chaotic Low-Dimensional Weather Prediction Model / EEE Method: Improved Approach of Compass Dimension Calculation / Chaotic Analysis of the GDP Time Series / Daily Temperature Profile Prediction for the District Heating Application / Adaptive Classifier of Candlestick Formations for Prediction of Trends / Identification of Economic Agglomerations by Means of Accounting Data from ERP Systems of Business Entities / Nonlinear Spatial Analysis of Dynamic Behavior of Rural Regions / -- Complex System Simulation Parameters Settings Methodology / Simulation Analysis of the Complex Production System with Interoperation Buffer Stores / Usage of Modern Exponential-Smoothing Models in Network Traffic Modelling / On Approaches of Assessment of Tribo Data from Medium Lorry Truck / Energy and Entropy of Fractal Objects: Application to Gravitational Field / Wavelet Based Feature Extraction for Clustering of Be Stars / Upcoming Features of SPLAT-VO in Astroinformatics / Mobile Sensor Data Classification Using GM-SOM / Tensor Modification of Orthogonal Matching Pursuit Based Classifier in Human Activity Recognition / Global Motion Estimation Using a New Motion Vector Outlier Rejection Algorithm / Searching for Dependences within the System of Measuring Stations by Using Symbolic Regression / The Effect of Sub-sampling on Hyperspectral Dimension Reduction / |