Hybrid Intelligent Systems Analysis and Design /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Castillo, Oscar (Επιμελητής έκδοσης), Melin, Patricia (Επιμελητής έκδοσης), Kacprzyk, Janusz (Επιμελητής έκδοσης), Pedrycz, Witold (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
• Σειρά: Studies in Fuzziness and Soft Computing, 208
• Θέματα: Computer science.; Computers.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Computer Science.; Theory of Computation.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).

The objective of this edited volume is to offer a general view at the recent conceptual developments of Soft Computing (SC) regarded as a general methodology supporting the design of hybrid systems along with their diversified applications to modeling, simulation and control of non-linear dynamical...

Πίνακας περιεχομένων:

• Theory
• 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.