InhaltsangabeTheory.- Hybridization Schemes in Architectures of Computational Intelligence.- ChapBoltzmann Machines Learning Using High Order Decimation.- Evolutionary Optimization of a Wiener Model.- Synchronization of Chaotic Neural Networks: A Generalized Hamiltonian Systems Approach.- Mediative Fuzzy Logic: A Novel Approach for Handling Contradictory Knowledge.- Intelligent Control Applications.- Direct and Indirect Adaptive Neural Control of Nonlinear Systems.- Simple Tuning of Fuzzy Controllers.- From Type-1 to Type-2 Fuzzy Logic Control: A Stability and Robustness Study.- A Comparative Study of Controllers Using Type-2 and Type-1 Fuzzy Logic.- Evolutionary Computing for Topology Optimization of Type-2 Fuzzy Controllers.- Robotic Applications.- Decision Trees and CBR for the Navigation System of a CNN-based Autonomous Robot.- Intelligent Agents in Distributed Fault Tolerant Systems.- Genetic Path Planning with Fuzzy Logic Adaptation for Rovers Traversing Rough Terrain.- Chattering Attenuation Using Linear-in-the-Parameter Neural Nets in Variable Structure Control of Robot Manipulators with Friction.- Tracking Control for a Unicycle Mobile Robot Using a Fuzzy Logic Controller.- Intelligent Control and Planning of Autonomous Algorithms Mobile Robots Using Fuzzy Logic and Genetic.- Pattern Recognition Applications.- The Role of Neural Networks in the Interpretation of Antique Handwritten Documents.- Reasoning Object Recognition Using Fuzzy Inferential.- The Fuzzy Sugeno Integral as a Decision Operator in the Recognition of Images with Modular Neural Networks.- Modular Neural Networks and Fuzzy Sugeno Integral for Pattern Recognition: The Case of Human Face and Fingerprint.- Time Series and Diagnosis.- Optimal Training for Associative Memories: Application to Fault Diagnosis in Fossil Electric Power Plants.- Acceleration Output Prediction of Buildings Using a Polynomial Artificial Neural Network.- Time Series Forecasting of Tomato Prices and Processing in Parallel in Mexico Using Modular Neural Networks.- Modular Neural Networks with Fuzzy Sugeno Integration Applied to Time Series Prediction.- On Linguistic Summaries of Time Series Using a Fuzzy Quantifier Based Aggregation via the Sugeno Integral.

Hersteller:
Springer Verlag GmbH
juergen.hartmann@springer.com
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Part I Theory.- Part II Intelligent Control Applications.- Part III Robotic Applications.- Part IV Pattern Recognition Applications.- Part V Time Series and Diagnosis.