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Hybrid Intelligent Systems: Analysis and Design

Castillo, Oscar ;Melin, Patricia ;Kacprzyk, Janusz ;Pedrycz, Witold;; Kacprzyk, Janusz (Editor) ; Castillo, Oscar (Editor) ; Melin, Patricia (Editor) ; Kacprzyk, Janusz (Editor) ; Pedrycz, Witold (Editor)

Studies in Fuzziness and Soft Computing

ISBN: 9783540374190 ; ISBN: 3540374191 ; E-ISBN: 9783540374213 ; E-ISBN: 3540374213 ; DOI: 10.1007/978-3-540-37421-3

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  • Nhan đề:
    Hybrid Intelligent Systems: Analysis and Design
  • Tác giả: Castillo, Oscar ; Melin, Patricia ; Kacprzyk, Janusz ; Pedrycz, Witold
  • Kacprzyk, Janusz (Editor) ; Castillo, Oscar (Editor) ; Melin, Patricia (Editor) ; Kacprzyk, Janusz (Editor) ; Pedrycz, Witold (Editor)
  • Chủ đề: Engineering ; Appl.Mathematics/Computational Methods of Engineering ; Artificial Intelligence (Incl. Robotics) ; Engineering ; Applied Sciences ; Computer Science
  • Là 1 phần của: Studies in Fuzziness and Soft Computing
  • Mô tả: Intro -- Preface -- Contents -- Part I Theory -- Hybridization Schemes in Architectures of Computational Intelligence -- Boltzmann 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 -- Part II 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 -- Part III 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 -- Part IV 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 -- Part V 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 -- .
  • Nơi xuất bản: Berlin, Heidelberg: Springer Berlin Heidelberg
  • Năm xuất bản: 2007
  • Ngôn ngữ: English
  • Số nhận dạng: ISBN: 9783540374190 ; ISBN: 3540374191 ; E-ISBN: 9783540374213 ; E-ISBN: 3540374213 ; DOI: 10.1007/978-3-540-37421-3

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