Life System Modeling and Intelligent Computing

International Conference on Life System Modeling and Simulation, LSMS 2010, and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2010, Wuxi, China, September 17-20, 2010, Proceedings, Part II
1. Auflage 2010
ISBN: 978-3-642-15858-2
Verlag: Springer

Buch, Englisch, Band 98, 256 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 454 g

Reihe: Communications in Computer and Information Science

The 2010 International Conference on Life System Modeling and Simulation (LSMS 2010) and the 2010 International Conference on Intelligent Computing for Susta- able Energy and Environment (ICSEE 2010) were formed to bring together resear- ers and practitioners in the fields of life system modeling/simulation and intelligent computing applied to worldwide sustainable energy and environmental applications. A life system is a broad concept, covering both micro and macro components ra- ing from cells, tissues and organs across to organisms and ecological niches. To c- prehend and predict the complex behavior of even a simple life system can be - tremely difficult using conventional approaches. To meet this challenge, a variety of new theories and methodologies have emerged in recent years on life system mod- ing and simulation. Along with improved understanding of the behavior of biological systems, novel intelligent computing paradigms and techniques have emerged to h- dle complicated real-world problems and applications. In particular, intelligent c- puting approaches have been valuable in the design and development of systems and facilities for achieving sustainable energy and a sustainable environment, the two most challenging issues currently facing humanity. The two LSMS 2010 and ICSEE 2010 conferences served as an important platform for synergizing these two research streams.

Zielgruppe

Research

Autoren/Hrsg.

Li, Kang

Li, Xin

Ma, Shiwei

Irwin, George W.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik
• Mathematik | Informatik EDV | Informatik Technische Informatik Computersicherheit

Inhaltsverzeichnis

The First Section: Advanced Evolutionary Computing Theory and Algorithms.- Co-Evolutionary Cultural Based Particle Swarm Optimization Algorithm.- Non-cooperative Game Model Based Bandwidth Scheduling and the Optimization of Quantum-Inspired Weight Adaptive PSO in a Networked Learning Control System.- Modified Bacterial Foraging Optimizer for Liquidity Risk Portfolio Optimization.- A Combined System for Power Quality Improvement in Grid-Parallel Microgrid.- A Distance Sorting Based Multi-Objective Particle Swarm Optimizer and Its Applications.- A Discrete Harmony Search Algorithm.- CFBB PID Controller Tuning with Probability based Binary Particle Swarm Optimization Algorithm.- A Novel Cultural Algorithm and Its Application to the Constrained Optimization in Ammonia Synthesis.- Pareto Ant Colony Algorithm for Building Life Cycle Energy Consumption Optimization.- Particle Swarm Optimization Based Clustering: A Comparison of Different Cluster Validity Indices.- A Frequency Domain Approach to PID Controllers Design in Boiler-Turbine Units.- An Estimation of Distribution Algorithm Based on Clayton Copula and Empirical Margins.- Clonal Selection Classification Algorithm for High-Dimensional Data.- The Second Section: Advanced Neural Network Theory and Algorithms.- A General Framework for High-Dimensional Data Reduction Using Unsupervised Bayesian Model.- The Model Following Neural Control Applied to Energy-Saving BLDC Air Conditioner System.- Develop of Specific Sewage Pretreatment and Network Monitoring System.- Application of Radial Basis Function Neural Network in Modeling Wastewater Sludge Recycle System.- Improved Stability Criteria for Delayed Neural Networks.- Aplication of the Single Neuron PID Controller on the Simulated Chassis Dynamometer.- Research on the Neural Network Information Fusion Technology for Distinguishing Chemical Agents.- The Third Section: Innovative Education in Systems Modeling and Simulation.- Simulating Energy Requirements for an MDF Production Plant.- Three-Dimensional Mesh Generation for Human Heart Model.- Interactive Identification Method for Box-Jenkins Models.- Research on Nano-repositioning of Atomic Force Microscopy Based on Nano-manipulation.- Research on Expression Method of a Unified Constraint Multi-domain Model for Complex Products.- The Fourth Section: Intelligent Methods in Developing Vehicles, Engines and Equipments.- An Automatic Collision Avoidance Strategy for Unmanned Surface Vehicles.- Research on Fire-Engine Pressure Balance Control System Based Upon Neural Networks.- The Summary of Reconstruction Method for Energy Conservation and Emission Reduction of Furnace.- Osmotic Energy Conversion Techniques from Seawater.- The Fifth Section: Fuzzy, Neural, and Fuzzy-Neuro Hybrids.- Vibration Monitoring of Auxiliaries in Power Plants Based on AR (P) Model Using Wireless Sensor Networks.- Performance Prediction for a Centrifugal Pump with Splitter Blades Based on BP Artificial Neural Network.- Short-Term Traffic Flow Prediction Based on Interval Type-2 Fuzzy Neural Networks.- Neural Network and Sliding Mode Control Combining Based Reconfigurable Control.- Study on Membrane Protein Interaction Networks by Constructing Gene Regulatory Network Model.