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

by Kang Li (Editor), Xin Li (Editor), Shiwei Ma (Editor), George W. Irwin (Editor)

Overview

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.

Product Details

ISBN-13:	9783642158582
Publisher:	Springer Berlin Heidelberg
Publication date:	11/04/2010
Series:	Communications in Computer and Information Science , #98
Edition description:	2010
Pages:	256
Product dimensions:	6.10(w) x 9.20(h) x 0.60(d)

Table of Contents

The First Section: Advanced Evolutionary Computing Theory and Algorithms

Co-Evolutionary Cultural Based Particle Swarm Optimization Algorithm Yang Sun Lingbo Zhang Xingsheng Gu 1

Non-cooperative Game Model Based Bandwidth Scheduling and the Optimization of Quantum-Inspired Weight Adaptive PSO in a Networked Learning Control System Lijun Xu Minrui Fei Taicheng C. Yang 8

Modified Bacterial Foraging Optimizer for Liquidity Risk Portfolio Optimization Ben Niu Han Xiao Lijing Tan Li Li Junjun Rao 16

A Combined System for Power Quality Improvement in Grid-Parallel Microgrid Xiaozhi Gao Linchuan Li Wenyan Chen 23

A Distance Sorting Based Multi-Objective Particle Swarm Optimizer and Its Applications Zhongkai Li Zhencai Zhu Shanzeng Liu Zhongbin Wang 30

A Discrete Harmony Search Algorithm Ling Wang Yin Xu Yunfei Mao Minrui Fei 37

CFBB PID Controller Tuning with Probability based Binary Particle Swarm Optimization Algorithm Muhammad Ilyas Menhas Ling Wang Hui Pan Minrui Fei 44

A Novel Cultural Algorithm and Its Application to the Constrained Optimization in Ammonia Synthesis Wei Xu Lingbo Zhang Xingsheng Gu 52

Pareto Ant Colony Algorithm for Building Life Cycle Energy Consumption Optimization Yan Yuan Jingling Yuan Hongfu Du Li Li 59

Particle Swarm Optimization Based Clustering: A Comparison of Different Cluster Validity Indices Ruochen Liu Xiaojuan Sun Licheng Jiao 66

A Frequency Domain Approach to PID Controllers Design in Boiler-Turbine Units Hui Pan Minrui Fei Ling Wang Kang Li 73

An Estimation of Distribution Algorithm Based on Clayton Copula and Empirical Margins L.F. Wang Y.C. Wang J.C. Zeng Y. Hong 82

Clonal Selection Classification Algorithm for High-Dimensional Data Ruochen Liu Ping Zhang Licheng Jiao 89

The Second Section: Advanced Neural Network Theory and Algorithms

A General Framework for High-Dimensional Data Reduction Using Unsupervised Bayesian Model Longcun Jin Wanggen Wan Yongliang Wu Bin Cui Xiaoqing Yu 96

The Model Following Neural Control Applied to Energy-Saving BLDC Air Conditioner System Ming Huei Chu Yi Wei Chen Zhi Wei Chen 102

Develop of Specific Sewage Pretreatment and Network Monitoring System Rongbao Chen Liyou Qian Yuanxiang Zhou Xuanyu Li 110

Application of Radial Basis Function Neural Network in Modeling Wastewater Sludge Recycle System Long Luo Liyou Zhou 117

Improved Stability Criteria for Delayed Neural Networks Min Zheng Minrui Fei Taicheng Yang Yang Li 123

Aplication of the Single Neuron PID Controller on the Simulated Chassis Dynamometer Weichun Zhang Bingbing Ma Peng Yu Baohao Pei 129

Research on the Neural Network Information Fusion Technology for Distinguishing Chemical Agents Minghu Zhang Dehu Wang Lv Shijun Jian Song Yi Huang 139

The Third Section: Innovative Education in Systems Modeling and Simulation

Simulating Energy Requirements for an MDF Production Plant Cristina Maria Luminea David Tormey 148

Three-Dimensional Mesh Generation for Human Heart Model Dongdong Deng Junjie Zhang Ling Xia 157

Interactive Identification Method for Box-Jenkins Models Li Xie Huizhong Yang Feng Ding 163

Research on Nano-repositioning of Atomic Force Microscopy Based on Nano-manipulation Sun Xin Jin Xiaoping 170

Research on Expression Method of a Unified Constraint Multi-domain Model for Complex Products Chen Guojin Su Shaohui Gong Youping Zhu Miaofen 177

The Fourth Section: Intelligent Methods in Developing Vehicles, Engines and Equipments

An Automatic Collision Avoidance Strategy for Unmanned Surface Vehicles Wasif Naeem George W. Irwin 184

Research on Fire-Engine Pressure Balance Control System Based Upon Neural Networks Xiao-guang Xu Hong-da Shen 192

The Summary of Reconstruction Method for Energy Conservation and Emission Reduction of Furnace Xiaoxiao Wang Xin Sun 201

Osmotic Energy Conversion Techniques from Seawater Yihuai Hu Juan Ji 206

The Fifth Section: Fuzzy, Neural, Fuzzy-Neuro Hybrids

Vibration Monitoring of Auxiliaries in Power Plants Based on AR (P) Model Using Wireless Sensor Networks Tongying Li Minrui Fei 213

Performance Prediction for a Centrifugal Pump with Splitter Blades Based on BP Artificial Neural Network Jinfeng Zhang Shouqi Yuan Yanning Shen Weijie Zhang 223

Short-Term Traffic Flow Prediction Based on Interval Type-2 Fuzzy Neural Networks Liang Zhao 230

Neural Network and Sliding Mode Control Combining Based Reconfigurable Control Gongcai Xin Zhengzai Qian Weilun Chen Kun Qian Li Li 238

Study on Membrane Protein Interaction Networks by Constructing Gene Regulatory Network Model Yong-Sheng Ding Yi-Zhen Shen Li-Jun Cheng Jing-Jing Xu 244

Author Index 253