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Author:   Chengan Guo ,  Zeng-Guang Hou ,  Zhigang Zeng
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2013 ed.
Volume:   7952
Dimensions:   Width: 15.50cm , Height: 3.40cm , Length: 23.50cm
Weight:   1.027kg
ISBN:  

9783642390678

ISBN 10:   3642390676
Pages:   653
Publication Date:   15 July 2013
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Control, Robotics and Hardware.- Optimal Tracking Control Scheme for Discrete-Time Nonlinear Systems with Approximation Errors.- Distributed Output Feedback Tracking Control of Uncertain Nonlinear Multi-Agent Systems with Unknown Input of Leader.- Quadrotor Flight Control Parameters Optimization Based on Chaotic Estimation of Distribution Algorithm.- Stability Analysis on Pattern-Based NN Control Systems.- Observer-Based H∞ Fuzzy Control for T-S Fuzzy Neural Networks with Random Data Losses.- Robust Adaptive Neural Network Control for Wheeled Inverted Pendulum with Input Saturation.- An Improved Learning Scheme for Extracting T-S Fuzzy Rules from Data Samples.- On the Equivalence between Generalized Ellipsoidal Basis Function Neural Networks and T-S Fuzzy Systems.- Adaptive NN Control for a Class of Strict-Feedback Discrete-Time Nonlinear Systems with Input Saturation.- NN Based Adaptive Dynamic Surface Control for Fully Actuated AUV.- Bifurcation Control of a Fractional Order Hindmarsh-Rose Neuronal Model.- Adaptive Neural Control for a Class of Large-Scale Pure-Feedback Nonlinear Systems.- Adaptive Synchronization of Uncertain Chaotic Systems via Neural Network-Based Dynamic Surface Control Design.- Adaptive NN Dynamic Surface Control for Stochastic Nonlinear Strict-feedback Systems.- Cooperative Tracking of Multiple Agents with Uncertain Nonlinear Dynamics and Fixed Time Delays.- Adaptation Phase-Locked Loop Speed and Neuron PI Torque Control of Permanent Magnet Synchronous Motor.- Global Tracking Control of a Wheeled Mobile Robot Using RBF Neural Networks.- Adaptive NN Tracking Control of Double Inverted Pendulums with Input Saturation.- Identification and Control of PMSM Using Adaptive BP-PID Neural Network.- Adaptive NN Control for a Class of Chemical Reactor Systems.- Application-Oriented Adaptive Neural Networks Design for Ship’s Linear-tracking Control.- Adaptive Synchronization for Stochastic Markovian Jump Neural Networks with Mode-Dependent Delays.-Neural Network H∞ Tracking Control of Nonlinear Systems Using GHJI Method.- Adaptive Neural Control for Uncertain Attitude Dynamics of Near-Space Vehicles with Oblique Wing.- EMG-Based Neural Network Control of an Upper-Limb Power-Assist Exoskeleton Robot.- Neural Network Based Direct Adaptive Backstepping Method for Fin Stabilizer System.- Output Feedback Adaptive Rubost NN Control for a Class of Nonlinear Discrete-Time Systems.- Robust Fin Control for Ship Roll Stabilization by Using Functional-Link Neural Networks.- DSC Approach to Robust Adaptive NN Tracking Control for a Class of SISO Systems.- Integrated Intelligent Control Method of Coke Oven Collector Pressure.- DSC Approach to Adaptive NN Control on a Ship Linear-Path Following.- Observer-Based Adaptive Neural Networks Control of Nonlinear Pure Feedback Systems with Hysteresis.- Active Disturbance Rejection Control on Path Following for Underactuated Ships.- Bioinformatics and Biomedical Engineering, Brain-Like Systems and Brain-Computer Interfaces.- Canonical Correlation Analysis Neural Network for Steady-State Visual Evoked Potentials Based Brain-Computer Interfaces.- A Frequency Boosting Method for Motor Imagery EEG Classification in BCI-FES Rehabilitation Training System.- A Novel Ensemble Algorithm for Tumor Classification.- Reducing the Computation Time for BCI Using Improved ICA Algorithms.- An SSVEP-Based BCI with Adaptive Time-Window Length.- A Novel Geodesic Distance Based Clustering Approach to Delineating Boundaries of Touching Cells.- Seizure Detection in Clinical EEG Based on Entropies and EMD.- Evolutionary Neural Networks, Hybrid Intelligent Systems.- A New Hybrid Intelligent System for Fast Neural Network Training.- EDA-Based Multi-objective Optimization Using Preference Order Ranking and Multivariate Gaussian Copula.- Resource Scheduling of Cloud with QoS Constraints.- Hybird Evolutionary Algorithms for Artificial Neural Network Training in Rainfalll Forecasting.- Artificial Fish SwarmOptimization Algorithm Based on Mixed Crossover Strategy.- Data Mining and Knowledge Discovery.- Bias-Guided Random Walk for Network-Based Data Classification.- A Robust Multi-criteria Recommendation Approach with Preference-Based Similarity and Support Vector Machine.- Semi-Supervised Learning Using Random Walk Limiting Probabilities.- A Purity Measure Based Transductive Learning Algorithm.- Novel Class Detection within Classification for Data Streams.- Spatial Pyramid Formulation in Weakly Supervised Manner.- Ship Maneuvering Modeling Based on Fuzzy Rules Extraction and Optimization.- Learning to Create an Extensible Event Ontology Model from Social-Media Streams.- A Revised Inference for Correlated Topic Model.- Other Applications of Neural Networks.- Adaptive Fault Estimation of Coupling Connections for Synchronization of Complex Interconnected Networks.- Time Series Fault Prediction in Semiconductor Equipment Using Recurrent Neural Network.- Relearning Probability Neural Network for Monitoring Human Behaviors by Using Wireless Sensor Networks.- Different ZFs Leading to Various ZNN Models Illustrated via Online Solution of Time-Varying Underdetermined Systems of Linear Equations with Robotic Application.- Estimation of Indicated Torque for Performance Monitoring in a Diesel Engine.- Blind Single Channel Identification Based on Signal Intermittency and Second-Order Statistics.- Constructing Surrogate Model for Optimum Concrete Mixtures Using Neural Network.- Flickr Group Recommendation Based on User-Generated Tags and Social Relations via Topic Model.- Measure Method of Fuzzy Inclusion Relation in Granular Computing.- Zhang-Gradient Controllers of Z0G0, Z1G0 and Z1G1 Types for Output Tracking of Time-Varying Linear Systems with Control-Singularity Conquered Finally.- Utilizing Social and Behavioral Neighbors for Personalized Recommendation.- Artificial Fish Swarm Algorithm for Two-Dimensional Non-Guillotine Cutting Stock Problem.- Utility-Driven Share SchedulingAlgorithm in Hadoop.- Research on Fault Diagnosis of Transmission Line Based on SIFT Feature.- Research of Pneumatic Actuator Fault Diagnosis Method Based on GA Optimized BP Neural Network and Fuzzy Logic.- Gaussian Function Assisted Neural Networks Decoding Algorithm for Turbo Product Codes.- A New BP Neural Network Based Method for Load Harmonic Current Assessment.- Local Prediction of Network Traffic Measurements Data Based on Relevance Vector Machine.- A Massive Sensor Sampling Data Gathering Optimization Strategy for Concurrent Multi-criteria Target Monitoring Application.- Improving the Performance of Neural Networks with Random Forest in Detecting Network Intrusions.- Displacement Prediction Model of Landslide Based on Functional Networks.- Target Recognition Methods Based on Multi-neural Network Classifiers Fusion.

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