Life System Modeling and Intelligent Computing

by Fei, Minrui; Jia, Li; Irwin, George W.

• ISBN13: 9783642156205
• ISBN10: 3642156207
• Edition: 1st
• Format: Paperback
• Copyright: 2010-09-24
• Publisher: Springer-Verlag New York Inc

Summary

This book is part I of a two-volume work that contains the refereed proceedings of the International Conference on Life System Modeling and Simulation, LSMS 2010 and the International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2010, held in Wuxi, China, in September 2010. The 194 revised full papers presented were carefully reviewed and selected from over 880 submissions and recommended for publication by Springer in two volumes of Lecture Notes in Computer Science (LNCS) and one volume of Lecture Notes in Bioinformatics (LNBI). This particular volume of Lecture Notes in Computer Science (LNCS) includes 55 papers covering 7 relevant topics. The 55 papers in this volume are organized in topical sections on intelligent modeling, monitoring, and control of complex nonlinear systems; autonomy-oriented computing and intelligent agents; advanced theory and methodology in fuzzy systems and soft computing; computational intelligence in utilization of clean and renewable energy resources; intelligent modeling, control and supervision for energy saving and pollution reduction; intelligent methods in developing vehicles, engines and equipments; computational methods and intelligence in modeling genetic and biochemical networks and regulation.

Table of Contents

Intelligent Modeling, Monitoring, and Control of Complex Nonlinear Systems
Stabilization of a Class of Networked Control Systems with Random packet Loss	p. 1
Improved Nonlinear PCA Based on RBF Networks and Principal Curves	p. 7
Application of Partical Swarm Optimization Algorithm in Field Holo-Balancing	p. 16
Analyzing Deformation of Supply Chain Resilient System Based on Cell Resilience Model	p. 26
Multi-objective Particle Swarm Optimization Control Technology and Its Application in Batch Processes	p. 36
Online Monitoring of Catalyst Activity for Synthesis of Bisphenol A	p. 45
An Improved Pyramid Matching Kernel	p. 52
Stability Analysis of Multi-channel MIMO Networked Control Systems	p. 62
Synthesis of PI-type Congestion Controller for AQM Router in TCP/AQM Network	p. 69
A State Identification Method of Networked Control Systems	p. 77
Stabilization Criterion Based on New Lyapunov Functional Candidate for Networked Control Systems	p. 87
Development of Constant Current Source for SMA Wires Driver Based on OPA549	p. 95
High Impedance Fault Location in Transmission Line Using Nonlinear Frequency Analysis	p. 104
Batch-to-Batch Iterative Optimal Control of Batch Processes Based on Dynamic Quadratic Criterion	p. 112
Management Information System (MIS) for Planning and Implementation Assessment (PIA) in Lake Dianchi	p. 120
Integration Infrastructure in Wireless/Wired Heterogeneous Industrial Network System	p. 129
Multi-innovation Generalized Extended Stochastic Gradient Algorithm for Multi-Input Multi-Output Nonlinear Box-Jenkins Systems Based on the Auxiliary Model	p. 136
Research of Parallel-Type Double Inverted Pendulum Model Based on Lagrange Equation and LQR Controller	p. 147
A Consensus Protocol for Multi-agent Systems with Double Integrator Model	p. 157
A Production-Collaboration Model for Manufacturing Grid	p. 166
The Second Section: Autonomy-Oriented Computing and Intelligent Agents
Parallel Computation for Stereovision Obstacle Detection of Autonomous Vehicles Using GPU	p. 176
Framework Designing of BOA for the Development of Enterprise Management Information System	p. 185
Training Support Vector Data Descriptors Using Converging Linear Particle Swarm Optimization	p. 196
Research on Modeling and Simulation of an Adaptive Combat Agent Infrastructure for Network Centric Warfare	p. 205
Genetic Algorithm-Based Support Vector Classification Method for Multi-spectral Remote Sensing Image	p. 213
Grids-Based Data Parallel Computing for Learning Optimization in a Networked Learning Control Systems	p. 221
A New Distributed Intrusion Detection Method Based on Immune Mobile Agent	p. 233
Single-Machine Scheduling Problems with Two Agents Competing for Makespan	p. 244
Multi-Agent Asynchronous Negotiation Based on Time-Delay	p. 256
The Third Section: Advanced Theory and Methodology in Fuzzy Systems and Soft Computing
Fuzzy Chance Constrained Support Vector Machine	p. 270
An Automatic Thresholding for Crack Segmentation Based on Convex Residual	p. 282
A Combined Iteration Method for Probabilistic Load Flow Calculation Applied to Grid-Connected Induction Wind Power System	p. 290
Associated-Conflict Analysis Using Covering Based on Granular Computing	p. 297
Inspection of Surface Defects in Copper Strip Based on Machine Vision	p. 304
BIBO Stability of Spatial-temporal Fuzzy Control System	p. 313
An Incremental Manifold Learning Algorithm Based on the Small World Model	p. 324
Crack Image Enhancement of Track Beam Surface Based on Nonsubsampled Contourlet Transform	p. 333
The Class-2 Linguistic Dynamic Trajectories of the Interval Type-2 Fuzzy Sets	p. 342
The Fourth Section: Computational Intelligence in Utilization of Clean and Renewable Energy Resources
Strategic Evaluation of Research and Development into Embedded Energy Storage in Wind Power Generation	p. 350
A Mixed-Integer Linear Optimization Model for Local Energy System Planning Based on Simplex and Branch-and-Bound Algorithms	p. 361
IEC 61400-25 Protocol Based Monitoring and Control Protocol for Tidal Current Power Plant	p. 372
Adaptive Maximum Power Point Tracking Algorithm for Variable Speed Wind Power Systems	p. 380
Modeling and Simulation of Two-Leaf Semi-rotary VAWT	p. 389
The Fifth Section: Intelligent Modeling, Control and Supervision for Energy Saving and Pollution Reduction
Identification of Chiller Model in HVAC System Using Fuzzy Inference Rules with Zadeh's Implication Operator	p. 399
An Improved Control Strategy for Ball Mill Grinding Circuits	p. 409
Sliding Mode Controller for Switching Mode Power Supply	p. 416
The Sixth Section: Intelligent Methods in Developing Vehicles, Engines and Equipments
Expression of Design Problem by Design Space Model to Support Collaborative Design in Basic Plan of Architectural Design	p. 425
Drive Cycle Analysis of the Performance of Hybrid Electric Vehicles	p. 434
The Seventh Section: Computational Methods and Intelligence in Modeling Genetic and Biochemical Networks and Regulation
Supply Chain Network Equilibrium with Profit Sharing Contract Responding to Emergencies	p. 445
Modeling of the Human Bronchial Tree and Simulation of Internal Airflow: A Review	p. 456
Robust Semi-supervised Learning for Biometrics	p. 466
Research on Virtual Assembly of Supercritical Boiler	p. 477
Validation of Veracity on Simulating the Indoor Temperature in PCM Light Weight Building by EnergyPlus	p. 486
Positive Periodic Solutions of Nonautonomous Lotka-Volterra Dispersal System with Delays	p. 497
An Algorithm of Sphere-Structure Support Vector Machine Multi-classification Recognition on the Basis of Weighted Relative Distances	p. 506
Author Index	p. 515
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