Riassunto
This book is part of a two-volume work that constitutes the refereed proceedings of the International Conference on Life System Modeling and Simulation, LSMS 2007, held in Shanghai, China, September 2007. Coverage includes advanced neural network theory, advanced evolutionary computing theory, ant colonies and particle swarm optimization, intelligent modeling, monitoring, and control of complex nonlinear systems, as well as biomedical signal processing, imaging and visualization.
Contenuti
The First Section: Advanced Neural Network Theory, Algorithms and Application.- An Algorithm Based on Nonlinear PCA and Regulation for Blind Source Separation of Convolutive Mixtures.- An Edge-Finding Algorithm on Blind Source Separation for Digital Wireless Applications.- Research of Immune Neural Network Model Based on Extenics.- A Novel ANN Model Based on Quantum Computational MAS Theory.- Robust Speech Endpoint Detection Based on Improved Adaptive Band-Partitioning Spectral Entropy.- A Novel Neural Network Based Reinforcement Learning.- A Design of Self Internal Entropy Balancing System with Incarnation Process.- The Second Section: Advanced Evolutionary Computing Theory, Algorithms and Application.- Cooperative Versus Competitive Coevolution for Pareto Multiobjective Optimization.- On the Running Time Analysis of the (1+1) Evolutionary Algorithm for the Subset Sum Problem.- Parameter Identification of Bilinear System Based on Genetic Algorithm.- A Random Velocity Boundary Condition for Robust Particle Swarm Optimization.- Kernel-Based Online NEAT for Keepaway Soccer.- Immune Clonal Strategy Based on the Adaptive Mean Mutation.- An Agent Reinforcement Learning Model Based on Neural Networks.- A Novel Agent Coalition Generation Method Based on Fuzzy Set Theory.- Application of the Agamogenetic Algorithm to Solve the Traveling Salesman Problem.- An Artificial Life Computational Model for the Dynamics of Agro-ecosystem.- A New Image Auto-Segmentation Algorithm Based on PCNN.- Dynamic Structure-Based Neural Network Determination Using Orthogonal Genetic Algorithm with Quantization.- Simulation-Based Optimization Research on Outsourcing Procurement Cost.- Gene Optimization: Computational Intelligence from the Natures and Micro-mechanisms of Hard Computational Systems.- Reinforcement Learning Algorithms Based on mGA and EA with Policy Iterations.- An Efficient Version on a New Improved Method of Tangent Hyperbolas.- Donor Recognition Synthesis Method Base on Simulate Anneal.- The Third Section: Ant Colonies and Particle Swarm Optimization and Application.- An Improved Particle Swarm Optimization Algorithm Applied to Economic Dispatch.- Immune Particle Swarm Optimization Based on Sharing Mechanism.- A Diversity-Guided Particle Swarm Optimizer for Dynamic Environments.- Colony Algorithm for Wireless Sensor Networks Adaptive Data Aggregation Routing Schema.- The Limited Mutation Particle Swarm Optimizer.- Research on Coaxiality Errors Evaluation Based on Ant Colony Optimization Algorithm.- A Novel Quantum Ant Colony Optimization Algorithm.- Genetic Particle Swarm Optimization Based on Estimation of Distribution.- A Memetic Algorithm with Genetic Particle Swarm Optimization and Neural Network for Maximum Cut Problems.- A Novel Watermarking Scheme Based on PSO Algorithm.- The Fourth Section: Fuzzy, Neural, Fuzzy-Neuro Hybrids and Application.- On the Problem of Group Decision Making Based on Intuitionistic Fuzzy Judgment Matrices.- Optimal Design of TS Fuzzy Control System Based on DNA-GA and Its Application.- An Interactive Fuzzy Multi-Objective Optimization Approach for Crop Planning and Water Resources Allocation.- A P2P Trust Model Based on Multi-Dimensional Trust Evaluation.- A Fuzzy Mapping from Image Texture to Affective Thesaurus.- A New Grey Prediction Based Fuzzy Controller for Networked Control Systems.- Guaranteed Cost Robust Filter for Time Delayed T-S Fuzzy Systems with Uncertain Nonlinearities.- Satellite Cloud Image De-Noising and Enhancement by Fuzzy Wavelet Neural Network and Genetic Algorithm in Curvelet Domain.- The Research of the Sensor Fusion Model Based on Fuzzy Comprehensive Theory.- Real Time Object Recognition Using K-Nearest Neighbor in Parametric Eigenspace.- Fuzzy Neural Network-Based Adaptive Single Neuron Controller.- Fuzzy Sliding Mode Tracking Control for a Class of Uncertain Nonlinear Systems.- The Fifth Section: Intelligent Modeling, Monitoring, and Control of Complex Nonlinear Systems.- Research on an Available Bandwidth Measurement Model Based on Regression Model.- Principle of 3-D Passive Localization Based on Vertical Linear Array and Precise Analysis.- The Study on Chaotic Anti-control of Heart Beat BVP System.- A Modified Dynamic Model for Shear Stress Induced ATP Release from Vascular Endothelial Cells.- Networked Control System: Survey and Directions.- A Novel Fault Diagnosis of Analog Circuit Algorithm Based on Incomplete Wavelet Packet Transform and Improved Balanced Binary-Tree SVMs.- A VSC Algorithm for Nonlinear System Based on SVM.- IAOM: An Integrated Automatic Ontology Mapping Approach Towards Knowledge Integration.- Symbolic Model Checking Temporal Logics of Knowledge in Multi-Agent System Via Extended Mu-Calculus.- A Computer Security Model of Imitated Nature Immune and Its FSM.- Study on Signal Interpretation of GPR Based on Support Vector Machines.- A Two-Phase Chaotic Neural Network Algorithm for Channel Assignment in Cellular Systems.- A Novel Object Tracking Algorithm Based on Discrete Wavelet Transform and Extended Kalman Filter.- Shallow-Water Bottom Target Detection Based on Time, Frequency Dispersive Channel and Adaptive Beamforming Algorithm.- Classification Rule Acquisition Based on Extended Concept Lattice.- Modeling and Real-Time Scheduling of Semiconductor Manufacturing Line Based on Simulation.- Application of Bayesian Network to Tendency Prediction of Blast Furnace Silicon Content in Hot Metal.- Global Synchronization of Ghostburster Neurons Via Active Control.- Research of Sludge Compost Maturity Degree Modeling Method Based on Wavelet Neural Network for Sewage Treatment.- Neural Network Inverse Control for Turning Complex Profile of Piston.- The Modeling and Parameters Identification for IGBT Based on Optimization and Simulation.- Automated Chinese Domain Ontology Construction from Text Documents.- Robust Stabilization of Discrete Switched Delay Systems.- A Model of Time Performance of a Hybrid Wired/Wireless System.- Robust Auto Tune Smith Predictor Controller Design for Plant with Large Delay.- Research on Applications of a New-Type Fuzzy-Neural Network Controller.- A Robust Approach to Find Effective Items in Distributed Data Streams.- Two-Layer Networked Learning Control of a Nonlinear HVAC System.- In Silico Drug Action Estimation from Cardiac Action Potentials by Model Fitting in a Sampled Parameter Space.- Intelligent Knowledge Capsule Design for the Multi Functional Aspects.- The Sixth Section: Biomedical Signal Processing, Imaging and Visualization.- Robust Orientation Diffusion Via PCA Method and Application to Image Super-Resolution Reconstruction.- A Scalable Secret Image Sharing Method Based on Discrete Wavelet Transform.- Two Phase Indexes Based Passage Retrieval in Biomedical Texts.- Global Translational Motion Estimation (GTME).- Contented-Based Satellite Cloud Image Processing and Information Retrieval.- Biology Inspired Robot Behavior Selection Mechanism: Using Genetic Algorithm.- Asymmetry Computing for Cholesteatoma Detection Based on 3-D CT Images.- Moving Target Detection and Labeling in Video Sequence Based on Spatial-Temporal Information Fusion.
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