2009 Fifth International Conference on Natural Computation

(ICNC 2009)

Tianjin, China

14-16 August 2009

Volume 1 Pages 1-586

IEEE Catalog Number: CFP09CNC-PRT ISBN: 978-1-4244-4542-4 2009 Fifth International Conference on Natural Computation

ICNC 2009 Table of Contents Volume - 1

Preface - Volume 1 Organizing Committee - Volume 1 Program Committee - Volume 1 Reviewers - Volume 1

Neural Computation: Learning Algorithms of Neural Networks A Dynamic Hebbian Learning Algorithm for Constructing E-Learner Communities ...... 3 Qinghua Chen, Jing Jin, and Huaxi Chen A Framework for Estimation of Distribution Algorithms Based on Maximum Entropy ...... 7 Qun Jiang, Yue Wang, and Xiao Qing Yang A Hybrid Algorithm Based on Extremal Optimization with Adaptive Levy Mutation and Differential Evolution and Application ...... 12 Fu Xiaogang and Yu Jingshou A Network Security Analysis Method Using Vulnerability Correlation ...... 17 Zhi-Yong Li, Chao-Hai Xie, Ran Tao, Hao Zhang, and Na Shi A New Q-learning with Generalized Approximation Spaces ...... 22 Chuanyuan Zeng A New Scheme of Synchronization-Based Topology Identification for a Class of Weighted General Complex Dynamical Networks with Time-Varying Coupling Delay ...... 27 Zhongsheng Wang and Yan Jun Liang A Novel BP Neural Network Model for Traffic Prediction of Next Generation Network ...... 32 Zhu Li, Qin Lei, Xue Kouying, and Zhang Xinyan A Novel Hebbian Rules Based Method for Computation of Sparse Coding Basis Vectors ...... 39 Baixian Zou, Jun Miao, Xiaoling Yang, Lijuan Duan, and Yuanhua Qiao A State-Cluster Based Q-Learning ...... 44 Zhao Jin, WeiYi Liu, and Jian Jin A Study on Supplier Evaluation in Product Research & Development Based on Agile Manufacture ...... 50 Jiang Jian-hua, Xu Chang-jun, and Zheng Xin Acoustic Feature Comparison of MFCC and CZT-Based Cepstrum for Speech Recognition ...... 55 Zhengfeng Jiang, Hanming Huang, Shanxi Yang, Shijun Lu, and Zhiqiang Hao An ARMA Cooperate with Artificial Neural Network Approach in Short-Term Load Forecasting ...... 60 Wang Jian-jun, Niu Dong-Xiao, and Li Li An Improved Greedy Search Algorithm of Bayesian Network Structures for Facial Action Units Recognition ...... 65 Hui Zhao and Zhiliang Wang An Improved Model Free Adaptive Control Algorithm ...... 70 Xu Aidong, Zheng Yangbo, Song Yan, and Liu Mingzhe Analyzing Effects of Monetary Policy Change on Government Bond Yield Curve in Exchange by Using GRNN ...... 75 Zikang Zhou, Qiangjin Zhang, and Heng Yang Applying Self-Recursive Neural Network Prediction to Compensate for the Delay of Real-Time Substructure Experiment ...... 81 Tu Jianwei and Zhang Kaijing Artificial Neural Network Method to Construct Potential Energy Surfaces for Transition Metal Nanoparticles: Pt, Au, and Ag ...... 86 Zhe Xu, Xiajing Shi, Jianbo Li, Susan Lu, and Lichang Wang Blind Equalization Based on Neural Network under LS Criterion by Gradient Iteration Algorithm ...... 91 Xiao Ying and Dong Yu-Hua Blind Sources Separation Algorithm Based on Adaptive Givens Rotations ...... 95 Zhao Min, Li Weijun, Zhou Guoxu, and Zhou Zhiheng Case Learning and Indexing in Real Time Strategy Games ...... 100 Haibo Wang, Peter H.F. Ng, Ben Niu, and Simon C.K. Shiu Chinese Character Learning by Synchronization in Wilson-Cowan Oscillatory Neural Networks ...... 105 Jiaxin Cui, Yan Liu, Jiawei Chen, Liujun Chen, and Fukang Fang Classification Technology for Automatic Surface Defects Detection of Steel Strip Based on Improved BP Algorithm ...... 110 Kaixiang Peng and Xuli Zhang Compensation and Simulation of Restrictive Memory Least Square Method for BOD Soft Measurement Mechanism Model ...... 115 Qi Jie, Liu Zaiwen, Wang Xiaoyi, Li Wandong, Su Zhen, and Jiang Yang Cross-Layer Resource Allocation Optimization by Hopfield Neural Networks in OFDMA-Based Wireless Mesh Networks ...... 119 Yulong Liu, Mingyan Jiang, and Dongfeng Yuan Determination of Protein Content of Auricularia Auricula Using Spectroscopy and Least Squares-Support Vector Machine ...... 124 Fei Liu, Guangming Sun, and Yong He Enhanced Spectral Embedding with Semi-supervised Feature Selection ...... 129 Weiwei Du and Kiichi Urahama Evaluation Model of Learning Effect Based on Adaptive Wavelet Neural Network ...... 134 Jing Liu, Jun Han, and Hui Zhao Exploring an Improved Decision Tree Based Weights ...... 139 Weizhao Guo, Jian Yin, Zhimin Yang, Xiaobo Yang, and Li Huang Exponential Stability of Stochastic Interval Cellular Neural Networks ...... 144 Jinfang Han and Zhiyong Liu Fast Learning Algorithm for Controlling Logistic Chaotic System Based on Chebyshev Neural Network ...... 149 Mu Li, Yi-gang He, Wen Tan, and Zu-run Liu Generalization Performance of ERM Algorithm with Geometrically Ergodic Markov Chain Samples ...... 154 Jie Xu, Bin Zou, and Jianjun Wang GMM and ANN Hybrid Model and its Application in Speaker Identification ...... 159 Liang Shu-fen Hybrid Quantum Neural Networks Model Algorithm and Simulation ...... 164 Hong Xiao and Maojun Cao Impact of VMS Route Recommendation on Road Network ...... 169 Shang Huayan and Lu Huapu Improved Differential Simulation Method for Oilfields Development Indices Forecast ...... 174 Chao Min and Zhi-bin Liu Inferring Rival’s Private Information in Game Circumstance ...... 179 Lihua Zhou, Weiyi Liu, and Yufeng Xu Levenberg-Marquardt Algorithm Applied to Forecast the Ice Conditions in Ningmeng Reach of the Yellow River ...... 184 Jun Yan, Hui Cao, Jun Wang, Yanfang Liu, and Haibin Zhao Marrow Cell Segmentation by Simulating Visual System ...... 189 Chen Pan and Feilong Cao Mechanism Retrieval in Conceptual Design Using ART1 Neural Network ...... 195 Rui-Feng Bo and Rui-Qin Li Microarray Data Biclustering with Multi-objective Immune Optimization Algorithm ...... 200 Junwan Liu, Zhoujun Li, and Yiming Chen Multi-labeled Chinese Text Categorization Based on the Boosting Algorithms ...... 205 Zhan Wang and Minghu Jiang Multiple Kernel Learning Using Regularized Ho-Kashyap Classifier in Empirical Kernel Mapping Space ...... 209 Bo Yang and Yingyong Bu Neural Network Sliding Mode Controller for Linear Elevator Using Permanent Magnet Linear Synchronous Motor ...... 213 Qing Hu, Hongxia Li, Hiayan Yu, and Xin Zhang Nonlinear Identification Based on Diagonal Recurrent Neural Network and Particle Filter ...... 217 Deng Xiaolong and Zhou Pingfang Objective Assessment of Pilling of Knitted Fabrics Based on Improved BP Neural Network and Genetic Algorithm ...... 222 Zhitao Xiao, Jun Wu, Lei Geng, Jianming Wang, Nini Xu, and Zhigui Lin On Improving Discretization Quality by a Bagging Technique ...... 226 Taimur Qureshi and Djamel A. Zighed Online Classification Algorithm for Data Streams Based on Fast Iterative Kernel Principal Component Analysis ...... 232 Wu Feng, Zhong Yan, Li Ai-ping, and Wu Quan-yuan Parallel Process Neural Networks and Its Application in the Predication of Sunspot Number Series ...... 237 Qing Dai, Shao-Hua Xu, and Xin Li PDPTW Based Taxi Dispatch Modeling for Booking Service ...... 242 Hao Wang, Der-Horng Lee, and Ruey Cheu Quality Modeling of Chemical Product Based on a New Chaotic Elman Neural Network ...... 248 Yang Ling, Song Jun, and Jin Qing Research of Attribute Value Rough Equality Based-on the Hopfield Neural Network and Rough Set Theory ...... 256 Jibing Gong and Shengtao Sun Research of Multi Population Differential Evolution Algorithm ...... 261 Chen Xiqu, Wang Zhankui, Du Jiaxi, and Pang Minghua Research of Pneumatic Hydraulic Compliant Force Control System ...... 265 Hongyan Wang, Keding Zhao, and Yintong He Research on an Improved BP Neural Network Based on Fast Quantized Orthogonal Genetic Algorithm ...... 269 Fan Tiehu, Qin Guihe, and Zhao Qi Research on Intelligent Level Evaluation System of Intelligent System ...... 274 Liu Dong Research on Qos Routing Protocol Based on Quantum State Algorithm for MANET ...... 279 Limin Meng, Kai Zhou, Zhijiang Xu, and Jingyu Hua Research on Structural Optimization Arithmetic of Uplift Device of a Sugarcane Harvester Based on Hopfield Neural Network ...... 284 Yizhi Hu and Yingchun Hu Research on the Diagnosis of Insulator Operating State Based on Improved Neural Networks ...... 289 Shuqing Wang, Zipeng Zhang, and Liqin Xue Resource State Prediction in the Grid Based on Neural Network ...... 294 Shengjun Xue, Lan Chen, and Geng Liu Robust Locally Linear Embedding and Application in High Dimensional Data ...... 299 Tan Lu Steganalysis of LSB Matching Exploiting High-Dimensional Correlations between Pixel Differences ...... 307 Zhang Tao, Zhang Yan, Li Wenxiang, and Ping Xijian Strategic Planning for Scientific and Technological Human Resource Based on BP Neural Network ...... 311 Ge Lei, Dai Feng, Wang Chunxin, Zhai Dongkai, and Zhang Yong Super-Resolution Image Reconstruction Based on K-Means-Markov Network ...... 316 YanJie Ma, Hua Zhang, Yanbing Xue, and Simiao Zhang Supporting Technology for Virtual Numerical Control System Based on RTX and Reflective Memory Network ...... 319 Tao You, Cheng-lie Du, and Yi-an Zhu System Identification of Regional Circular Economy Based on Group Method of Data Handing ...... 324 He Kuan The L2-Gaining Steady Analysis of Hopfield Neural Network with Time-Varying Parameters ...... 329 Ming Jin and Sheng Zhu The Research on Data-Fusion Methods Based on Wavelet Neural Network ...... 333 Song Hong, Hu Lianjun, Zeng Xiaohui, and Xiao Hui The Risk Neural Network Based Visibility Forecast ...... 338 Kai Wang, Hong Zhao, Aixia Liu, and Zhipeng Bai The Role of Trait Anxiety in the Interaction between Eye Gaze and Facial Expressions ...... 342 Junchen Shang, Xiaolan Fu, Ye Liu, and Chunming Luo The Structural Features of Enhanced Hypercube Networks ...... 345 Hongmei Liu The Study of Quality Costs Optimization Based on Particle Swarm Optimization Algorithm and Strategic Coordination ...... 349 Zhengyuan Jia and Lihua Gong Time-Variation Nonlinear System Identification Based on Bayesian-Gaussian Neural Network ...... 353 Yijian Liu and Chen Peng Travel Time Prediction Method for Urban Expressway Link Based on Artificial Neural Network ...... 358 Liying Wei, Zhiwei Fang, and Shuo Luan Tree-Structured Learning of Multi-class SVMs with Triple Learning Units ...... 363 Xiao-Lei Xia and Kang Li Urban Traffic Signal Learning Control Using Fuzzy Actor-Critic Methods ...... 368 Li Chun-Gui, Wang Meng, Sun Zi-Gaung, Lin Fei-Ying, and Zhang Zeng-Fang Variable Weighted Learning Algorithm and Its Convergence Rate ...... 373 Yu Fangyuan and Hu Zhenfa Wastewater DO Concentration Control through NH4 Prediction Based on Evolutionary Radial Basis Function Neural Network ...... 378 Liang Jin, Luo Fei, and Xu Yu-Ge WMCA: A Weighted Matrix Coverage Based Approach to Cluster Multivariate Time Series ...... 382 Zhuo Fei-bao, Huang Tian-qiang, and Guo Gong-de Word Learning by a Extended BAM Network ...... 387 Qinghua Chen, Kai Liu, and Fukang Fang Neural Computation: Neurodynamics and Spiking Neurons A Novel Digital Image Encryption Algorithm Based on Hyperchaos by Controlling Lorenz System ...... 395 Jun Peng, Shangzhu Jin, and Xiaofeng Liao A Study on Controlling the Quality of Filled Soil-Stone Compaction ...... 400 Wang Fuming, Wang Jianwu, Wang Yunsheng, and Li Jia Burst Spike Trains Recognition Based on the Dynamic Properties of Hodgkin-Huxley Neurons and Synapses ...... 404 Yan Liu, Liujun Chen, Jiawei Chen, Jiaxin Cui, and Fukang Fang Coherence Resonance in Coupled Neuron Models Driven by Colored Noise ...... 408 Zhihong Liu, Yurong Zhou, Xiaochun Zhang, and Xiaofeng Pang Multiscale Cross Entropy: A Novel Algorithm for Analyzing Two Time Series ...... 411 Rui Yan, Zhuo Yang, and Tao Zhang Solving Graph Coloring Problems Based on a Chaos Neural Network with Non-monotonous Activation Function ...... 414 Xiuhong Wang and Qingli Qiao Study on Synchrony of Two Uncoupled Neurons under Slow Ramp Current Stimulation ...... 418 Yueping Peng and Jue Wang The Application of Non-linear Regression Method to the Functional Connectivity during the Encoding and the Retrieval of Chinese Semantic Memory ...... 423 Manling Ge, Guoya Dong, Tingting Wang, Li Yang, XueLian Pang, and Lei Wang Neural Computation: Support Vector Machines A Learning Method of Support Vector Machine Based on Particle Filters ...... 431 Cheng Liangcheng and Yang Huizhong A Multi-instance Model for Software Quality Estimation in OO Systems ...... 436 Peng Huang and Jie Zhu A New OFDM Channel Estimation Method Based on Pilot and MWLS-SVR ...... 441 Wu Dingxue and Fan Wenping A Practical and Robust Way to the Optimization of Parameters in RBF Kernel-Based One-Class Classification Support Vector Methods ...... 445 Honggang Bu, Jun Wang, and Xiubao Huang A Smoothing Function for 1-norm Support Vector Machines ...... 450 Wang Ruo-Peng and Xu Hong-Min An Evolution Method of Driving Seat Comfort Based on Least Squares Support Vector Regression ...... 455 Zhi-Qiang Zeng, Qun Wu, Cheng Yang, and Ke-Shou Wu An Improved DAG-SVM for Multi-class Classification ...... 460 Peng Chen and Shuang Liu An Improved Method of Traffic Forecasting Based on Tariff-SASVR ...... 463 Yanfeng Tan, Xizhong Qin, Zhenhong Jia, Chun Chang, and Hao Wang An Optimal Set of Uncorrelated Margin Discriminant Vector ...... 468 Shi-jin Ren, Jun-huai Lv, and Xiao-lin Wang Application of LS_SVM and Deconvolution Method in Fault Diagnosis for Discrete Time-Delay Systems ...... 473 Yongqi Chen and Zhiguang Zhong Comparison Studies of LS_SVM and SVM on Modeling for Fermentation Processes ...... 478 Xuejin Gao, Pu Wang, Yongsheng Qi, Aijun Yan, Huiqing Zhang, and Yanjie Gong Condition Assessment of Power Supply Equipment Based on Kernel Principal Component Analysis and Multi-class Support Vector Machine ...... 485 Wei Sun and Guozhen Ma Fault Diagnosis of Regenerative Water Heater Based-On Multi-class Support Vector Machines ...... 489 Lei Wang and Rui-qing Zhang GA-SVM Based Framework for Time Series Forecasting ...... 493 Thi Nguyen, Lee Gordon-Brown, Peter Wheeler, and Jim Peterson Grid Resource Prediction Based on Support Vector Regression and Genetic Algorithms ...... 499 Liang Hu, Guosheng Hu, Kuo Tang, and Xilong Che Identification for Orange Quality with FTIR-CWT-SVM ...... 506 Changjiang Zhang, Bo Yang, and Cungui Cheng Identification of Wiener Models Using Support Vector Machine ...... 511 Hua Liang and Bolin Wang Image Annotation by Incorporating Word Correlations into Multi-class SVM ...... 516 Lei Zhang and Jun Ma Intelligent Modeling and Predicting Surface Roughness in End Milling ...... 521 Xiaoh Wang Linear Support Vector Machine Based on Variational Inequality ...... 526 Xie Haiyan, Zhao Depeng, Wang Zhiping, and Tang Xin LSSVM Parameters Optimizing and Non-linear System Prediction Based on Cross Validation ...... 531 Weimin Zhang, Chunxiang Li, and Biliang Zhong Optimization of SVM Parameters Based on PSO Algorithm ...... 536 Xueying Zhang and Yueling Guo Parameter Optimization of ε-Support Vector Machine by Genetic Algorithm ...... 540 Qing Yu, Baohua Zhang, and Jinlin Wang Privacy-Preserving SVM Classification on Vertically Partitioned Data without Secure Multi-party Computation ...... 543 Hu Yunhong, Fang Liang, and He Guoping Registration of Remote Sensing Images Based on the Relevance Vector Machine ...... 547 Xiaofei Wang, Junping Zhang, and Ye Zhang Reliable Prediction System Based on Support Vector Regression with Genetic Algorithms ...... 552 Hang Xie, Yuhe Liao, and Hao Tang Research of Blind Images Separation Algorithm Based on Kernel Space ...... 556 Lei Chen, Liyi Zhang, Yanju Guo, and Ting Liu Sediment Classification Based on Least-Squares Support Vector Machine and Phase-Plane Analysis ...... 560 Gao Wei Speech Recognition Method Based on Linear Descending Inertia Weight PSO Algorithm Optimizing SVM Kernel Parameters ...... 565 Jing Bai and Yueling Guo The Optimization Model Based on Support Vector Machine for the Energy-Conserving Generation Dispatch ...... 569 Cui Yan-bin The Relationship between Generalization Error and the Training Sample Number of SVM ...... 574 Junqing Bai, Guirong Yan, and Wentao Mao Transformer Fault Diagnosis Based on Improved SVM Model ...... 578 Xiaodong Yu and Li Zhang Well-Log Acoustic Velocity Prediction Based on Relevance Vector Machine ...... 583 Hai Ma and Yanjiang Wang

Author Index - Volume 1

2009 Fifth International Conference on Natural Computation

(ICNC 2009)

Tianjin, China

14-16 August 2009

Volume 2 Pages 1-625

IEEE Catalog Number: CFP09CNC-PRT ISBN: 978-1-4244-4542-4 2009 Fifth International Conference on Natural Computation

ICNC 2009 Table of Contents Volume - 2

Preface - Volume 2 Organizing Committee - Volume 2 Program Committee - Volume 2 Reviewers - Volume 2

Neural Computation: Cellular Neural Networks Analysis of Global Asymptotically Robust Stability about Delayed Cellular Neural Network ...... 3 Xueli Wu, Wenxia Du, and Fan-hua Meng Evolving Cellular Automata - Based Flexible Job Shop Scheduling ...... 8 T. Witkowski, A. Antczak, Soliman Elzway, and P. Antczak Image Contour Extraction Based on CNN and Active Contour Model ...... 14 Liu Xiao-Hua, Yuan Da, and Li Jin-Jiang Periodic Oscillation for Cohen-Grossberg-Type Bidirectional Associative Memory Neural Networks with Neutral Time-Varying Delays ...... 18 Chuanzhi Bai Taiwan's Telecommunications Market Share with a Dynamic Evolutionary Simulation Model Paper ...... 24 Wei-Chang Lee, Jong-Chen Chen, and Shu-Yao Ho Neural Computation: Feedforward and Recurrent Neural Networks An Adaptive Multi-user Detection Algorithm Based on Forward Neural Network ...... 31 Liu Ting, Wang Bin, Chen Lei, Sun Yunshan, and Zhang Liyi Application of NN-PID Control in Linear Elevator ...... 35 Hiayan Yu, Xin Zhang, and Qing Hu Classification of Underwater Objects Based on Probabilistic Neural Network ...... 38 Jie Tian, Shanhua Xue, and Haining Huang Electric Heating Cable Fault Locating System Based on Neural Network ...... 43 Bing Li, Yilin Shen, and Li Li Extended Luenberger Observer Based on Dynamic Neural Network for Inertia Identification in PMSM Servo System ...... 48 Xianqing Cao and Meng Bi Gas/Liquid Two-Phase Flow Regime Recognition by Combining the Features of Shannon's Entropy with the Improved Elman Network ...... 53 Jing Liu, Jun Han, and Feng Dong GPS/DR Navigation Data Fusion Research Using Neural Network ...... 58 Jingkun Wang, Yuanliang Zhang, and Kil To Chong Judging Smelting End-Point of Fuming Furnace Using Tertiary Tuyere Flame ...... 62 Zhengwei Zhu and Yuying Guo MRF Energy Minimization for Unsupervised Image Segmentation ...... 67 Qiuxu Li and Jieyu Zhao Optimization and Analysis of Deformable Mirror Supporting Structure ...... 74 Fu Zhao, Yanjue Gong, Li Zhang, Hongbing Xin, and Ping Wang Prediction of Stand Diameter Distribution with Artificial Neural Network ...... 79 Jiarong Huang, Junhui Zhao, Guangqin Gao, Xianyu Meng, and Yuxiu Guan The Neural Network Proportion Integral Differential Controller and the Application on Mill Hydraulic Pressure Automatic Gauge Control System ...... 83 Xiaoye Wang, Hua Zhang, Yingyuan Xiao, and Degan Zhang Neural Computation: Neural Computation in Bioinformatics and Bio-Medical Engineering A Bayesian Approach to Improving Decision Making in Support Vector Machine and its Application in Bioinformatics ...... 89 Haiying Wang and Huiru Zheng A Linear Discrimination Method Used in Motor Imagery EEG Classification ...... 94 Dan Xiao, Zhengdong Mu, and Jianfeng Hu A New Segmentation Method of SAR Image Based on Multi-polarization information Fusion ...... 99 Fucheng Li, Jin Zhang, Lili Zhou, Jianping Du, and Bin Yan A Proteome Characteristic Pattern of Unstable Angina was Found by Two-Dimensional Difference Gel Electrophoresis and Least Angle Regression ...... 104 Huihui Zhao, Jianxin Chen, Na Hou, Weidong Lu, and Wei Wang An Evolving Neural Network for Authentic Emotion Classification ...... 109 Yafei Sun, Zhishu Li, Changjie Tang, Wangping Zhou, and Rong Jiang An Improved CSP Algorithm and Application in Motor Imagery Recognition ...... 114 Li Mingai, Liu Jingyu, Hao Dongmei, and Yang Jinfu Application of Artificial Neural Network Model Established by Tumor Markers and Bronchofibroscopic Data in Auxiliary Diagnosis of Lung Cancer ...... 118 Feifei Feng, Yongjun Wu, Chu Zhang, and Yiming Wu Binary Neural Classifier of Raw EEG Data to Separate Spike and Sharp Wave of the Eye Blink Artifact ...... 126 Miguel Antonio Sovierzoski, Leandro Schwarz, and Fernando M. de Azevedo Detection of Lung Cancer with Breath Biomarkers Based on SVM Regression ...... 131 Siqi Ding, Tianlin Hu, Yang Shen, Chun Lin, and Yuanqing Huang Feature Extraction and Classification of Mental EEG for Motor Imagery ...... 139 Li Ming-Ai, Wang Rui, Hao Dong-Mei, and Yang Jin-Fu Feature-Based Causal Structure Discovery in Protein and Gene Expression Data with Bayesian Network ...... 144 Jingwei Liu, Minghua Deng, and Minping Qian Gesture Recognition System Based on Acceleration Data for Robocup Referees ...... 149 Charles Lo, Qixin Cao, XiaoXiao Zhu, and Zhen Zhang Image Computing: Fractional Spectra and Circular Moments via FrFT ...... 154 Benyong Liu and Jing Zhang Modeling and Prediction in the Enzymatic Hydrolysis of Cellulose Using Artificial Neural Networks ...... 158 Yu Zhang, Jing-Liang Xu, and Zhen-Hong Yuan Obtaining Virtual and Realistic Images and Facial Characters from Robot Using Neural Networks ...... 163 Zhanwei Li, Dongxing Cao, and Guolin Duan Predicting Protein Structural Class Based on Ensemble Binary Classification ...... 167 Yuehui Chen, Wei Li, and Nana Cai Real Time Face Detection and Recognition Using Rectangular Feature Based Classifier and Modified Matching Algorithm ...... 171 Jong-Min Kim, Kyoung-Ho Kim, and Maeng-Kyu Song Support Vector Machine (SVM) and Traditional Chinese Medicine: Syndrome Factors Based an SVM from Coronary Heart Disease Treated by Prominent Traditional Chinese Medicine Doctors ...... 176 Jie Wang, Qingyong He, Kui-wu Yao, Wu Rong, Yanwei Xing, and Zhang Yue Using Parallel Combined Classifiers to Improve Classification of Proteins ...... 181 Dong Wang, Jizhou Sun, and Fuchao Li Neural Computation: Neural Computation in Pattern Recognition and Diagnostics A Novel Hypothesis-Margin Based Method Incorporating Minimal-Redundancy Criterion for Feature Selection ...... 189 Ming Yang and Ping Yang Automatic Inspection of Small Component on Loaded PCB Based on Mean-Shift and Support Vector Machine ...... 195 Yan Wang, Yi Sun, and Wenxing Zhang Coal Mine Safety Investment Prediction Based on Support Vector Machine ...... 199 Chen Xiang, Cai Weihua, and Chen Na Condition Monitoring and Faults Recognizing of Dish Centrifugal Separator by Artifical Neural Network Combined with Expert System ...... 203 Ma Xiaojian and Gan Xuehui Degradation Failure Prediction from Coil Current Signals of Electromagnetic Valves in Coal Mining Based on Neural Network ...... 208 Xin Ma, Donglai Zhang, and Dianguo Xu Fault Diagnosis of Power Electronic Circuit Based on Random Forests Algorithm ...... 214 Jin-Ding Cai and Ren-Wu Yan Gas-Water Two-Phase Flow Regime Recognition with Data and Feature Fusion from a Dual-Plane ERT System ...... 218 Chao Tan and Feng Dong Neural Network Modeling for Bio-enzymatic Degumming on Kenaf ...... 223 Zheng Laijiu and Du Bing Neural Networks and TEO Features for an Automatic Recognition of Stress in Spontaneous Speech ...... 227 Ling He, Margaret Lech, Namunu C. Maddage, and Nicholas Allen Non-invasive Assessment of Fish Freshness with Bio-impedance and BP-ANN Method ...... 232 Zhang Jun, Li XiaoYu, Wang Wei, Jiao Shengjie, Zhang Yi, and Si Kui Mao Nonlinear Nuisance Attribute Projection in Combined Kernels for SVM-Based Speaker Verification ...... 236 Yuan Dong, Liang Lu, Xian-yu Zhao, and Hai-la Wang On Modeling of Atmospheric Visibility Classification Forecast with Nonlinear Support Vector Machine ...... 240 Zai-Wen Wang, Chao-Lin Zhang, Chen Su, and Cong-Lan Cheng Research on Magnetic Flux Leakage Signals Quantity Technology of Tank Floor Corrosion Defects Based on Artificial Neural Network ...... 245 Zhijun Yang, Guang Dai, Wei Li, and Yanbiao Jiang SAR Image Segmentation Using Contourlet and Support Vector Machine ...... 250 Zhe Liu, Xiaowei Fan, and Fangyuan Lv Semi-supervised Learning with Locally Linear Coordination for Face Recognition ...... 255 Qihong Huang, Haijiang Wang, Qing Xu, and Wuzhong Bi Stress Detection Using Speech Spectrograms and Sigma-pi Neuron Units ...... 260 Ling He, Margaret Lech, Namunu C. Maddage, and Nicholas Allen Wheat Quality Recognition Based on Watershed Algorithm and Kernel Partial Least Squares ...... 265 Ning An, Pei-sheng Cong, and Zhongliang Zhu Neural Computation: Neural Computation in Robotics and Intelligent Control Modeling, Identification and Robust Control of Yaw Dynamics of Small-Scale Unmanned Helicopters ...... 273 Xiaodong Wang, Xiaoguang Zhao, and Min Tan PSS Design Using Adaptive Recurrent Neural Network Controller ...... 277 Chun-Jung Chen, Tien-Chi Chen, Hung-Jung Ho, and Chin-Chih Ou Study on Control Strategy for Photovoltaic Energy Systems Based on Recurrent Fuzzy Neural Networks ...... 282 Li Chun-hua, Jing Xu, and Zhu Xin-jian Synchronization Motion Control for Electro-hydraulic System of Tensioner for Pipelaying Vessel ...... 287 Zhang Junliang and Lin Li Trajectory Tracking Control of a Redundantly Actuated Parallel Robot Using Diagonal Recurrent Neural Network ...... 292 Yan Li and Yong Wang Neural Computation: Neural Computation in Signal Processing and Multimedia Blind MultiUser Detection Algrithem Based on LMK Feed-Foward Neural Network ...... 299 Wang Hongbin, Zhang Liyi, and Wang Huakui Geoacoustic Inversion Based on Support Vector Machine ...... 303 Gao Wei Improved Blind Watermarking of 3D Objects Based on Partition ...... 307 Zhiqiang Yao, Liping Chen, Rijing Pan, Shanchao Yang, and Kevin Curran Study to Speech Emotion Recognition Based on TWINsSVM ...... 312 Chengfu Yang, Luping Ji, and Guisong Liu Neural Computation: Neural Network Architectures of Neural Networks

A Neural Network Model for Chinese Character Perception ...... 319 Jiawei Chen, Yan Liu, Qinghua Chen, Liujun Chen, and Fukang Fang A New Image Denoising Method via Self-Organizing Feature Map Based on Hidden Markov Models ...... 324 Jianxin Dai A New Product Development Cost Estimation Method Based on the Optimal Weight Combination ...... 329 Xiaodong Hu, Meiying Yang, Jingqiang Cheng, and Liangyou Chen A New Surface Reconstruction Method in Reverse Engineering ...... 334 Wu Xue-mei, Li Gui-xian, Shan De-bin, and Zhao Wei-min A Novel Clustering Method Combining Heuristics and Information Theorem ...... 339 Zeng-Shun Zhao, Zeng-Guang Hou, and Min Tan A Self-Adaptive Hybrid Genetic Algorithm for Data Mining Applications ...... 344 Zhou Chuan-Hua, Xie An-Shi, Xu Xin-Wei, Zhou Bao-Hua, and Zhang Feng An Improved BP Neural Network Model Based on Quasic-Newton Algorithm ...... 352 Nantian Huang and Lin Lin An Improved PSO Algorithm to Optimize BP Neural Network ...... 357 Qing Chen, Wei Guo, and Cuihong Li Analysis of Neurodynamics on Phase Neural Coding in the Presence of Inhibitory Neurons ...... 361 Yan Liu, Rubin Wang, Zhikang Zhang, and Xianfa Jiao Application of BP Model Based on RAGA and MCMC in Probabilistic Flood Forecasting ...... 366 Xing Zhenxiang and Fu Qiang Associative Memory with Small-World Adaptive Structure through Annealed Rewiring ...... 370 Yang Jing and Xie Zhao Chaotic Neural Network with Disturbance of Trigonometric Function ...... 375 Yao-qun Xu and Xin Zheng Chinese Wine Classification Using BPNN through Combination of Micrographs' Shape and Structure Features ...... 379 Xingbo Sun, Yi Wan, and Rong Guo Detection of Straight Lines Using a Spiking Neural Network Model ...... 385 QingXiang Wu, T. Martin McGinnity, Liam Maguire, G.D. Valderrama-Gonzalez, and Jianyong Cai Fast Algorithm for Arbitrary Length Discrete Cosine Transform ...... 390 Cheng Huang and Youlian Zhu How to Measure the Essential Approximation Capability of a FNN ...... 394 Jianjun Wang, Bin Zou, and Baili Chen Leakage Forecasting of Karst Reservoir Using Back-Propagation Artificial Neural Network: A Case of Shuibuya Hydroproject ...... 399 Guifang Yang and Mingzhong Tian Modified PCNN Filtering for Fingerprint Enhancement ...... 404 Luping Ji, Xiaorong Pu, and Guisong Liu Nonlinear System Identification Based on Radial Basis Function Neural Network Using Improved Particle Swarm Optimization ...... 409 Ji Zhao, Wei Chen, and Wenbo Xu Prediction of Indoor Air Quality Using Artificial Neural Networks ...... 414 Hui Xie, Fei Ma, and Qingyuan Bai Prediction of Network Traffic Using Dynamic Bilinear Recurrent Neural Network ...... 419 Dong-Chul Park and Dong-Min Woo Research on Real-Time Image Sharpening Methods Based on Optimized Neural Network ...... 424 Bao Jian, Yan Yi, and Zhou Bin Research on Wood Density Detection by X-Ray Based on Neural Network ...... 429 Dawei Qi and Peng Zhang Sigmoid-Linear BP Neural Network Based Variable Selecting Method ...... 434 Liu Hui Stochastic Evolution Model of Neuronal Oscillator Population under the Condition of the Higher Order Coupling ...... 439 Zhang Xiaodan, Wang Rubin, Zhang Zhikang, and Jiao Xianfa Study of Financial Risk Prediction Based on Rough Set-ANN Model ...... 444 Yanwen Liu and Ming Zhou The Modeling Ability and Its Effectivity for Multi-layer ADALINE NN ...... 449 Yingying Su, Taifu Li, Debiao Wang, Yucheng Liu, and Danping Qi The Research and Application of Adaptive PID Controller Based on Neural Network Predictive Model ...... 454 Yu Sun and Hui Lin The Temperature Control of the Furnace Based on PID of Grey Predicting’s Neural Network ...... 460 Liu Jiao-yu, Cheng Yong-hui, and Chen Kun Traffic Prediction with Reservoir Computing for Mobile Networks ...... 464 Peng Yu, Wang Jian-min, and Peng Xi-yuan Validation of the Gamma Test for Model Input Data Selection - with a Case Study in Evaporation Estimation ...... 469 D. Han and W. Yan Neural Computation: Principal and Independant Component Analysis A Fault Detection and Isolation Model Based on Conditional Finite State Machine for Gas Turbine ...... 477 Yongbao Liu, Liangli Ma, and Shuhong Huang A Fixed-Point Algorithm for Nonnegative Independent Component Analysis ...... 482 Zhenwei Shi, Xueyan Tan, Zhanxing Zhu, and Zhiguo Jiang A New Kind of Method for DOA Estimation Based on Blind Source Separation and MVDR Beamforming ...... 486 Chunyu Kang, Xinhua Zhang, and Dong Han A New Sliding-Mode Control Algorithm with Simulation ...... 491 Zhu Li-zhong, Jiang Jing, and Guo Hai-feng A Novel Algorithm for Baseline Correction of Chemical Signals ...... 496 Xinwei Feng, Zhongliang Zhu, and Peisheng Cong A Parallel Independent Component Implement Based on Field-Programmable-Gate-Array ...... 500 Jinghui Wang and Yuanchao Zhao A Symmetric Orthogonal FastICA Algorithm and Applications in EEG ...... 504 Xuhui Chen, Lei Wang, and Yong Xu Anomaly Detection with Self-Organizing Maps and Effects of Principal Component Analysis on Feature Vectors ...... 509 Tevfik Kiziloren and Emin Germen Application of Principal Component Analysis in Evaluating Influence Factors of Evaporation in Northern Cold Area ...... 514 Li Tianxiao, Fu Qiang, Xu Shuqin, and Meng Fanxiang Application of Principal Component Analysis in Analyzing Main Influence Factors of Increasing Grain Yield in Sanjiang Plain ...... 519 Liu Dong, Li Tianxiao, and Fu Qiang Combined Neural Network and PCA for Complicated Damage Detection of Bridge ...... 524 Yanfei Sun DOA Estimation of Multiple Spatio-temporal Sources in the Time Domain ...... 529 Jiao Weidong and Chang Yong Engineering Signals' Blind Source Separation in Frequency Domain and Its Application ...... 537 Wei Wang, Hong Zhao, Qiang Li, and Zhixiong Liu Enriched Gabor Feature Based PCA for Face Recognition with One Training Image per Person ...... 542 Wei Lu, Wei Sun, and Hongtao Lu Error Analysis and Kinematic Calibration of 3-RPS Symmetrical Parallel Bionic Leg ...... 547 Cheng Gang, Ge Shi-rong, and Jiang Shi-lei Extraction of Periodic Signals Based on Maximum Likelihood Estimation ...... 552 Yunxia Li and Changyuan Fan Face Recognition by Nonnegative Independent Component Analysis ...... 555 Yunxia Li and Changyuan Fan Face Recognition Using Modular Independent Component Analysis Directly Based on Image Matrix ...... 559 Caikou Chen, Pu Huang, and Jun Shi Fast Method of Compound Event Probability Calculation Based on Binary Tree ...... 563 Lin Xu, Xiu-Li Wang, and Xi-Fan Wang Kernel-Based Bayesian Face Recognition ...... 568 Yan Zhang and Tao Zhang Local Kernel Mapping for Object Recognition ...... 573 Baochang Zhang, Hong Zheng, and Zhongli Wang Magnetic Field Analysis of a New 3-Axis Optical Pickup Actuator Based on ANSYS ...... 577 Shengyong Hu, Jinjin Zheng, Wenhao Huang, Hongjun Zhou, and Lianguan Shen Moving Cast Shadow Detection Based on PCA ...... 581 Lizhi Pei and Runsheng Wang P300 Feature Extraction Based on Parametric Model and FastICA Algorithm ...... 585 Qiao Xiaoyan, Li Douzhe, and Dong Youer Principal Component Regression Approach for Forecasting Silicon Content in Hot Metal ...... 590 Wenhui Wang and Juner Ma Quadratic Form Innovation to Blind Source Separation ...... 594 Zhenwei Shi, Zhanxing Zhu, Xueyan Tan, and Zhiguo Jiang Speech Enhancement Algorithm Based on Independent Component Analysis ...... 598 Hong-yan Li, Qing-hua Zhao, Guang-long Ren, and Bao-jin Xiao Target Detection Approach for Hyperspectral Imagery Based on Independent Component Analysis and Local Singularity ...... 603 Junping Zhang and Fengyang Zhu The Earthquake Probability Prediction Based on Weighted Factor Coefficients of Principal Components ...... 608 Xueli Wei, Xiaofeng Cui, Chun Jiang, and Xinbo Zhou The Feature Selection in Rolling Bearing Fault Diagnosing Based on Parts-Principle Component Analysis ...... 613 Kan Chen and Pan Fu Using Tasseled Cap Transformation and Finite Gaussian Mixture Model to Classify Landsat TM Imagery Data ...... 617 Qingsheng Liu and Gaohuan Liu Using the Method Combining PCA with BP Neural Network to Predict Water Demand for Urban Development ...... 621 Zhanyong Wang, Jianhua Xu, Feng Lu, and Yan Zhang

Author Index - Volume 2

2009 Fifth International Conference on Natural Computation

(ICNC 2009)

Tianjin, China

14-16 August 2009

Volume 3 Pages 1-652

IEEE Catalog Number: CFP09CNC-PRT ISBN: 978-1-4244-4542-4 2009 Fifth International Conference on Natural Computation

ICNC 2009 Table of Contents Volume - 3

Preface - Volume 3 Organizing Committee - Volume 3 Program Committee - Volume 3 Reviewers - Volume 3

Evolutionary Computation: Ant Colony Optimization A New Approach of Attribute Reduction Based on Ant Colony Optimization ...... 3 Huanglin Zeng, Yan Huang, and Xiaohui Zeng ALBO: An Assembly Line Balance Optimization Model Using Ant Colony Optimization ...... 8 Lucas K.C. Lai and James N.K. Liu An Ant Colony Optimization Algorithm Based on the Experience Model ...... 13 Wenjun Pan and Lipo Wang Ant Colony Optimization Based on Estimation of Distribution for the Traveling Salesman Problem ...... 19 Xu Chang, Xu Jun, and Chang Huiyou Comparative Study on Bionic Optimization Algorithms for Sewer Optimal Design ...... 24 Lei Wang, Yuwen Zhou, and Weiwei Zhao Cross-Layer Ant Colony Algorithm for Cooperative Relay Multicast Tree in Cellular Mobile System ...... 30 Wang Cheng-jin, Wang Wen-jie, and Ji Hong Image Segmentation Based on Local Ant Colony Optimization ...... 35 Ruobing Zou, Weiyu Yu, Zhiding Yu, and Xiangyu Yu Multi-shop Rescheduling Problem under Rush Orders ...... 40 Yanhai Hu, Feifan Ye, Ziqing Guo, and Zizhao Zheng On the Faster Ant Colony Optimization Algorithm ...... 45 Yingzhou Bi, Lixin Ding, and Jianbo Lu Optimal Reactive Power Optimization by Ant Colony Search Algorithm ...... 50 Ibrahim Oumarou, Daozhuo Jiang, and Cao Yijia Optimization Dispatch of Air Conditioner Loads Using Ant Colony Algorithm ...... 56 Li Ming, Zhao Qing-qi, and Zhang Hua-guang Research on Continuous Function Optimization Algorithm Based on Swarm-Intelligence ...... 61 Ma Sasa, Liu Dongqing, Xue Jia, and Fang Xingqiao Research on Time Dependent Vehicle Routing Problem with Simultaneous Delivery and Pickup ...... 66 Tao Zhang, Yue-jie Zhang, Wen-wei Lai, and Jia-yan Hu Study of the Logistics Vehicle Scheduling Problem Based on Improved Ants Algorithm ...... 71 Yuhua Zhu, Tong Zhen, and Qiuwen Zhang The Application of Amended MMAS in TSP with Dual Constraints ...... 75 Xiaolu Shao, Aiping Yang, and Wenzhan Dai Traffic Signal Control with Swarm Intelligence ...... 79 David Renfrew and Xiao-Hua Yu Evolutionary Computation: Artifical Life An Energy-Balance Multipath Routing Based on Rumor Routing for Wireless Sensor Networks ...... 87 Lu Hong and Jing Yang Forecast and Evolution on Chinese ETP Diffusion through Cellular Automata and Cross-Entropy Divergence ...... 92 He Yinglong and Zhou Zongfang Research of SoftMan Migration Based on Linux Checkpoint ...... 97 Dongmei Ai, Guangping Zeng, Yang Yue, and Bin Shen Research on SoftMan and its Dynamic Migration ...... 101 Yang Yue, Chaoen Xiao, and Guangping Zeng Evolutionary Computation: Evolutionary Data Mining A Coevolutionary Approach to Substructure Discovery Based on Individual Cooperation ...... 109 Xingong Chang An Evolutionary Mining Model in Incremental Data Mining ...... 114 Fan Jiancong, Liang Yongquan, and Ruan Jiuhong Association Rules Mining Based on the Discriminative Concept Lattice ...... 119 Shen Xiajiong, Wang Peipei, Wang Qian, and Zhou Bo Auto-Programming for Numerical Data Based on Remnant-Standard-Deviation-Guided Gene Expression Programming ...... 124 Tao Zeng, Yintian Liu, Xirong Ma, Xiaoyuan Bao, Jiangtao Qiu, and Lixin Zhan Concentration Estimation of Coastal Organic Substance by Complex Systems Theory ...... 129 Lu Ren-qiang, Niu Zhi-guang, and Zhang Hong-wei Estimating Strength of Concrete Using a Grammatical Evolution ...... 134 Hsun-Hsin Hsu, Li Chen, Chang-Huan Kou, Tai-Sheng Wang, and Sing-Han Chen HPFP-Miner: A Novel Parallel Frequent Itemset Mining Algorithm ...... 139 Chen Xiaoyun, He Yanshan, Chen Pengfei, Miao Shengfa, Song Weiguo, and Yue Min Improving Gene Expression Programming Using Parallel Taboo Search ...... 144 Yuan Rao, Ru-chuan Wang, and Chang-an Yuan StSUT2 Structure Prediction Based on Nucleic Acid Sequence Using GA-BP ...... 149 Zhengwei Zhu and Yuying Guo Study on Fractal Prediction Model of Urban Hourly Water Consumption ...... 154 Niu Zhi-guang, Chen Fa, and Lu Ren-qiang Evolutionary Computation: Particle Swarm Optimization 2-D Maximum-Entropy Thresholding Image Segmentation Method Based on Second-Order Oscillating PSO ...... 161 Xiujuan Lei and Ali Fu A Discrete Particle Swarm Optimization for Solving Multiple Knapsack Problems ...... 166 Zihui Ren and Jian Wang A Hybrid PSO Algorithm for Job-Shop Scheduling Problems with Fuzzy Processing Time and Fuzzy Due Date ...... 171 Guo Fangming and Liu Qiong A Modified Particle Swarm Optimization for Practical Engineering Optimization ...... 177 Lei Jianjun and Li Jian A New Approach to Determine the Optimum Structure System for Tall Buildings Using Artificial Neural Networks and PSO Algorithms ...... 181 Benliang Liang and Jianxin Liu A Particle Swarm Optimization Algorithm with Rich Social Cognition ...... 186 Chuanhua Zeng A PSO Algorithm Based on Orthogonal Test Design ...... 190 Shu Wang and Ling Chen A Robust Moving-Object Detecting Method Using Particle Swarm Optimization for a Billet Location Control ...... 195 Wei Chen and Kangling Fang A Self-Adaptive Improved Particle Swarm Optimization Algorithm and Its Application in Available Transfer Capability Calculation ...... 200 Hou-he Chen, Guo-qing Li, and Hai-liang Liao A Target Detection Algorithm Based on Histogram Feature and Particle Swarm ...... 206 Weifeng Liu and Yanjiang Wang An Improved Particle Swarm Optimization for Continuous Problems ...... 210 Ling Hao and Lishuan Hu Application of Advanced Particle Swarm Optimization Algorithm Based on SA in Multi-tiers Hydropower Stations Optimization ...... 214 Kong Ke, Wang Shao-bo, Xie Jian-cang, and Sun Fan Business Intelligence Successes at a Catalog and Online Retailer ...... 219 Dien D. Phan and Mark B. Schmidt Cultural Algorithm Based on Particle Swarm Optimization for Function Optimization ...... 224 Hai Ma and Yanjiang Wang Cultural Particle Swarm Optimization Neural Network and Its Application in Soft-Sensing Modeling ...... 229 Guochu Chen Differential Evolution Versus Particle Swarm Optimization for PID Controller Design ...... 236 Ruijun Dong Dynamic Parameters Ant Colony Algorithm with Particle Swarm Characteristic ...... 241 Hong-juan Zhang and Hong-yun Ning Dynamic Particle Swarm Optimization Algorithm for Resolution of Overlapping Chromatograms ...... 246 Yufeng Li Enhancing Particle Swarm Optimization with Gradient Information ...... 251 Erwie Zahara, Yi-Tung Kao, and Jhong-Ren Su Hybrid Ensemble Particle Swarm Optimization ...... 255 Shi Yan Multiple Resources Leveling in Multiple Projects Scheduling Problem Using Particle Swarm Optimization ...... 260 Yan Guo, Nan Li, and Tingting Ye Multiple Sequence Alignment Based on a Binary Particle Swarm Optimization Algorithm ...... 265 Hai-Xia Long, Wen-Bo Xu, Jun Sun, and Wen-Juan Ji Optimal Planning for the Double-Track Train Scheduling Based on Chaotic Particle Swarm Optimization ...... 270 Ren Ping, Li Nan, and Gao Liqun Parameter Identification Problem Using Particle Swarm Optimization ...... 275 An Liu and Erwie Zahara Parameters Analysis Based on Experiments of Particle Swarm Optimization Algorithm for Solving Traveling Salesman Problem ...... 279 Jiang-wei Zhang and De-xi Zhang Particle Swarm Optimization Applied to Optimal Power Flow Solution ...... 284 Ibrahim Oumarou, Daozhuo Jiang, and Cao Yijia Particle Swarm Optimization Based on Cultural Algorithm for Short-Term Optimal Operation of Cascade Hydropower Stations ...... 289 Wei Xie, Chang-ming Ji, and Xin-wu Li Particle Swarm Optimization Based QoS Multicast Routing Scheme with ABC Supported ...... 294 Wang Xing-Wai, Yang Hai-Quan, and Huang Min Path Planning of AUV in Turbulent Ocean Environments Used Adapted Inertia-Weight PSO ...... 299 Ge Yang and Rubo Zhang Small-Time Scale Network Traffic Prediction Using Complex Network Models ...... 303 Peng Wu, Yuehui Chen, Qingfang Meng, and Zhen Liu Solving Task Scheduling Problem for Distributed Sensor Network with Discrete Particle Swarm Optimization ...... 308 Wenzhong Guo, Qiaoyun Huang, Guolong Chen, and Lun Yu Study on Improved Particle Swarm Optimization Algorithm and Its Application ...... 313 Ruqing Chen Task Decomposition and Planning in Resource-Constrained Workflow ...... 318 Jie Cheng and Guangzhou Zeng The Adaptive Path Planning Research for a Shape-Shifting Robot Using Particle Swarm Optimization ...... 324 Tonglin Liu, Chengdong Wu, Bin Li, and Jinguo Liu The Application of PSO Algorithm on PenduBot Control ...... 329 Shaoqiang Yuan, Dong Wang, and Xingshan Li Wasp Algorithm Used to Drive Dynamic Task Allocation in a Heterogeneous Computing System ...... 334 Jun Zheng, Wen-xin Hu, and Jian-xiong Ji Wavelet Neural Network Based on Modified PSO and Its Application in Fault Diagnosis of Gearbox ...... 338 Liu Ying, Liu Jie, Mao Hongwei, and Pan Hongxia Neural Computation: Neural Computation in Communications and Networking

An Improved RBF Network for Predicting Location in Mobile Network ...... 345 Fenglian Liu Application of Support Vector Machine to Mobile Communications in Telephone Traffic Load of Monthly Busy Hour Prediction ...... 349 Rui Han, Zhenhong Jia, Xizhong Qin, Chun Chang, and Hao Wang Neural Computation: Other Applications of Neural Computation

A Rough Set Based PSO-BPNN Model for Air Pollution Forecasting ...... 357 Zhilong Wang, Zengtai Gong, Wenjin Zhu, and Weigang Zhao Control and Measurement on Printing-Image Color with Complete Color Management ...... 362 Guan Li-ming, Lin Jian, and Li Lei Development of a Rutting Prediction Model through Accelerated Pavement Testing Using Group Method of Data Handling (GMDH) ...... 367 Jia-Ruey Chang and Sao-Jeng Chao Identification of Flexural Rigidity and Tension of Short Hangers with Adding Mass and Neural Network ...... 372 Xie Xu, Sun Liangfeng, Huang Haiyan, and Li Jilong Knowledge Acquisition Approach Based on Rough Set and Artificial Neural Network in Product Design Process ...... 377 Changfeng Yuan, Wanlei Wang, and Yan Chen Mineral Resource Prediction Based on 3D-GIS and BP Network Technology: A Case of Study in Pulang Copper Deposit, Yunnan Province, China ...... 382 Gongwen Wang, Yangsong Du, Gen Cui, and Chengyin Tan Non-stationary Time Series Prediction Research with Multi-factors Based on SVM ...... 387 Xiaoyun Chen, Jinchao Mu, and Min Yue Optimization for the Bioconversion of Succinic Acid Based on Response Surface Methodology and Back-Propagation Artificial Neural Network ...... 392 Xingjiang Li, Shaotong Jiang, Lijun Pan, and Zhaojun Wei Research on Neural Networks Identification of a Nonlinear Modeling for PEMFC ...... 399 Yuan Xiuping, Fang Zuhua, Sun Tao, and Yan Sijia Neural Computation: Other Topics in Neural Computation A Sequential Radial Basis Function Neural Network Modeling Method Based on Partial Cross Validation Error Estimation ...... 405 Wen Yao and Xiaoqian Chen Adaptive Meshfree Method Based on Local Thin Plate Spline Radial Basis Interpolation for the Solution of High Gradient Problems ...... 410 Tao Jiang and Liu Xin Blind Image Extraction by Using Local Smooth Information ...... 415 Mao Ye, Yongguo Liu, Ming Liu, Fan Li, and Qihe Liu Influence of Irrigation Water-Saving on Groundwater Table in the Downstream Irrigation Districts of Yellow River ...... 421 Zhenmin Zhou Knowledge-Enabled Short-Term Load Forecasting Based on Pattern-Base Using Classification & Regression Tree and Support Vector Regression ...... 425 Ying-Chun Guo New Results on Exponential Convergence of Globally Projected Dynamic Systems ...... 430 Lili Du Rhubarb Identification by Using Temperature-Constrained Cascade Correlation Networks ...... 435 Zhuoyong Zhang and Peter de B. Harrington Neural Computation: Self-Organizing Maps A New Robust Manifold Learning Algorithm Based on Self-Organizing Map ...... 443 Chao Shao, Chunhong Wan, and Xiaojian Zhang Application of Autonomous Mapping Algorithm on a Desktop Robot System ...... 448 Xiaogang Ruan and Xuetao Xing Extended Kernel Self-Organizing Map Clustering Algorithm ...... 454 Ning Chen and Hongyi Zhang Multilayer Image Inpainting Approach Based on Neural Networks ...... 459 Wang Quan, Wang Zhao-xia, Chang Che Sau, and Yang Ting Topology Regressive Distributed Model for Financial Time Series Prediction ...... 463 He Ni Using Self-Organizing Map in Backbone Formation for Wireless Sensor Networks ...... 468 Sai Ji, Shen-fang Yuan, and Meng-meng Cui Using SOM to Mine Product Features from Free-Text Customer Reviews ...... 473 Chuanming Yu, Lu An, and Xiaoqing Zhang Neural Computation: Stability and Convergence Analysis for Neural Networks A Non-interior Point Continuation Algorithm Based on Orthogonal Projection for Second-Order Cone Programming ...... 481 Liang Fang, Yunhong Hu, Zengzhe Feng, and Guoping He An Improved Result on Stability of Cellular Neural Networks with Time-Varying Delay ...... 486 Yanxia Hu and Na Ma Analysis on Influence of CMAC Neural Network Parameters Selection on Network Performance ...... 490 Lian-yun He Convergence Criteria of Solutions for a Class of Switched Linear Singular Systems with Time Delay ...... 495 Xiangsheng Xie Exponential Stability of Cellular Neural Networks with Uncertain and Time-Varying Delay ...... 500 Xue-li Wu, Xuan Lv, Hua Meng, and Yang Li Exponential Stability of Stochastic Hopfield Neural Networks with Delays and Markovian Switching ...... 505 Li Wan Exponential Synchronization of Discrete-Time Chaotic Delayed Neural Networks ...... 510 Meiqin Liu, Senlin Zhang, and Dingding Zu Global Robust Stability of Neural Networks with Both Variable and Unbounded Delays ...... 515 Yanfang Deng and Hengqing Tong Guidelines for Parameter Selection in Particle Swarm Optimization According to Control Theory ...... 520 Wei Zhang, Hua Li, Qinghua Zhao, and Huakui Wang Improved Full State Hybrid Projective Synchronization in a Autonomous Chaotic System ...... 525 Liu Xiao-Jun, Li Xian-Feng, He Wan-Sheng, and Yang Li-Xin Multiple Attractors Induced by the Non-resonant Double Hopf Bifurcation in a Delayed Neural Network ...... 529 Shang Huilin and Xue Yun Multi-sensor Information Fusion Method Based on the Neural Network Algorithm ...... 534 Zhou Hong-bin No Velocity Particle Swarm Optimiser with Forgetting Factor and Center ...... 537 Ying Gao Quasi-neutral Limit of the Drift-Diffusion Models for Semiconductors with PN-Junctions ...... 542 Shu Wang and Ke Wang Stability Analysis of Uncertain Stochastic Neural Networks with Interval Time-Varying Delays ...... 547 Wei Feng, Haixia Wu, and Wei Zhang Stability of Stochastic Impulsive Neural Networks with Unbounded Time-Varying Delays ...... 552 Guodong Liu, Guoxioxng Wu, Zhengxia Wang, and Jingsheng Ding The Convergence Analysis of Genetic Algorithm Based on Space Mating ...... 557 Hui Lv, Jinghua Zheng, Jun Wu, Cong Zhou, and Ke Li Neural Computation: Statistical Neural Network Models A Fuzzy Context Neural Network Classifier for Land Cover Classification ...... 565 Hao Gong, Man Zhu, and Wei Li A Memory-Efficient Graph Structured Composite-State Network for Embedded Speech Recognition ...... 570 Jianguang Weng and Xiaowen Jia A Weighted Hyper-Sphere SVM ...... 574 Xinfeng Zhang, Xiaozhao Xu, Yiheng Cai, and Yaowei Liu Application of Near Infrared Spectroscopy in Rapid Determination of Adenosine and Polysaccharide in Cordyceps Militaris ...... 578 Yuan Chang-ji, Lan Shi-jie, Yan Guo-dong, Wang Di, Lu Jia-hui, and Meng Qing-fan Application of Wavelet Packet Transform-Radial Basis Function Neural Network in NIR Spectroscopy for Non-destructive Determination of Coriolus Versicolor ...... 583 Yi-bo Zhang, Li-rong Teng, Jia-hui Lu, Qing-fan Meng, Xiao-dong Ren, and Qiu-hong Xie Application of Wavelet Packet Transform-Radial Basis Function Neural Network in NIR Spectroscopy for Non-destructive Determination of Tricholoma Matsutake ...... 590 Jia-hui Lu, Yi-bo Zhang, Qing-fan Meng, Qiu-hong Xie, and Li-rong Teng Balanced Resampling for Neural Model Selection ...... 597 Wen-Liang Hung and Shun-Chin Chuang Chinese Prosody Structure Prediction Based on Conditional Random Fields ...... 602 Jingwei Sun, Jing Yang, Jianping Zhang, and Yonghong Yan Deformation Prediction of Transmission Pole Foundation by Using Improved BP Neural Network ...... 607 Zhang Yong and Zhao Yunyun Estimating Nitrogen Status of Plant by Vis/NIR Spectroscopy and Mathematical Model ...... 612 Chunhua Jin, Min Huang, Fei Liu, Yong He, and Xiaoli Li Eye Gaze Calculation Based on Nonlinear Polynomial and Generalized Regression Neural Network ...... 617 Chi Jian-nan, Zhang Chuang, Yan Yan-tao, Liu Yang, and Zhang Han Image Classification Using Structural Sparse Coding Model ...... 624 Zhiqing Li, Zhiping Shi, Zhixin Li, and Zhongzhi Shi Nonlinear Structure in Shanghai Stock Index ...... 629 Xu Qi-fa Real-Time Quality Estimation of Resistance Spot Welding Based on Electrode Displacement Characteristics and HMM ...... 634 Xianfeng Wang, Guoxiang Meng, Qian Ye, Wenhua Xie, and Zhengjin Feng Spatial Pattern Detection and BP Neural Network Analysis of Bank Mesh Point in Urban Area ...... 639 Junjie Ma, Shenglong Yang, Jianxin You, and Maolin Zhang Study on an Advanced Treatment of Domestic Wastewater by Bio-filtration and Water-Quality Measurement System ...... 644 Chunhua Jin, Haiyan Cen, Fei Liu, and Yong He Variable Step Size Algorithm for Blind Source Separation Using a Combination of Two Adaptive Separation Systems ...... 649 Ou Shifeng, Gao Ying, Jin Gang, and Zhang Xuehui

Author Index - Volume 3

2009 Fifth International Conference on Natural Computation

(ICNC 2009)

Tianjin, China

14-16 August 2009

Volume 4 Pages 1-655

IEEE Catalog Number: CFP09CNC-PRT ISBN: 978-1-4244-4542-4 2009 Fifth International Conference on Natural Computation

ICNC 2009 Table of Contents Volume - 4

Preface - Volume 4 Organizing Committee - Volume 4 Program Committee - Volume 4 Reviewers - Volume 4

Evolutionary Computation: Artificial Immune Systems

An Immune Algorithm Based Approach to Inverter Control ...... 3 Jiaxin Yuan, Xiaofang Su, and Baichao Chen An Immune Algorithm for Optional Selection Problem of Investment Projects ...... 8 Qu Bin An Immune Decision Making Strategy for Evaluation of Production Concept Design ...... 12 Chen Guangzhu Applying the Word Acquiring Algorithm to the Pinyin-to-Character Conversion ...... 17 Jiang Wei and Pang Xiu Li Artificial Immune Principle Based Charging Optimization Algorithm for Refined Copper Strip Producing ...... 22 Chang Chun-guang, Zhu Yun-long, Na Bao-gui, Hu Kun-yuan, and Zhang Yi Clonal Selection Identification and Adaptive PD Control for Uncertain Dynamical System ...... 27 Jiangqiang Hu, Jianchuan Yin, and Tieshan Li Creative Design Framework Based on Immune Computing ...... 32 Yong Liu, Fangmin Dong, Rui Zhang, and Renbin Xiao Evolutionary Design of Combinational Logic Circuits Using an Improved Gene Expression-Based Clonal Selection Algorithm ...... 37 Zhaohui Gan, Tao Shang, Gang Shi, and Min Jiang Immune Population Network Algorithm and Its Application in Fuzzy Clustering Analysis ...... 42 Wei Hao and Jiangong Hao Improved Method for Network Danger Evaluation Based on Immunology Principle ...... 47 Jin Yang, Peng Jin, YanWei Hong, and Gang Luo Evolutionary Computation: Evolutionary Algorithms and Methods A Bionics Approach for Stiffness Design of Continuums with Displacement Constraints ...... 55 K. Cai and J. Shi A Differential Evolution Framework with Two Subpopulations for Handling Multi-objective Optimization Problems ...... 60 Youyun Ao and Hongqin Chi A Differential Evolution Optimization Approach to Solve the Pick-and-Placing Problem ...... 66 Guang-Yu Zhu and Zhi-Jin Chen A Fast Hybrid Genetic Algorithm in Heterogeneous Computing Environment ...... 71 Zhijiang Jiang and Shengzhong Feng A Genetic Algorithm of Two-Stage Supply Chain Distribution Problem Associated with Fixed Charge and Multiple Transportation Modes ...... 76 Feng Chun and Zhang Yi A Genetic Algorithm-Based Approach to Flexible Job-Shop Scheduling Problem ...... 81 Hongze Qiu, Wanli Zhou, and Hailong Wang A Hybrid GA-CP Approach for Production Scheduling ...... 86 Hao Hu and Weng-Tat Chan A New Best-Worst Ant System with Heuristic Crossover Operator for Solving TSP ...... 92 Kangshun Li, Fumei Xu, Ping Huang, and Wensheng Zhang A New Genetic Algorithm in Job-Shop Scheduling ...... 98 Li Guiyu, Mao Hongzhen, and Zhao Dongfang A New Intelligent Algorithm for Designing Digital Filter ...... 103 Kangshun Li, Ting Wang, Ping Huang, and Wensheng Zhang A Probabilistic Evaluation of Fitness Based Immune Chaotic Algorithm for Constraint Optimization Problems ...... 108 Lijun Yan, Zongbin Li, and Xiaoyang Yuan Adaptive Genetic Algorithm and its Application to the Structural Optimization of Steel Tower ...... 113 Huiyong Guo and Zhengliang Li An Artificial Fish Swarm Algorithm Based on Chaos Search ...... 118 Hai Ma and Yanjiang Wang An Evolutionary Approach for Survivable Network under SRLG Constraints ...... 122 Yueheng Sun, Jianyong Sun, and Qingfu Zhang An Improved Artificial Fish Swarm Algorithm for Multi Robot Task Scheduling ...... 127 WenJie Tian and JiCheng Liu An Improved Genetic Algorithm for Nonlinear Programming Problems ...... 131 Weiyi Qian and Guojuan Chu Antenna Pattern Synthesis Based on Hybrid Chaotic Mind Evolution Algorithm ...... 135 Jianxia Liu, Nan Li, and Keming Xie Application of Heuristic Genetic Algorithm for Optimal Layout of Flow Measurement Stations in Water Distribution Networks ...... 140 Hui Zhang, Ting-Lin Huang, and Wen-Jie He Application of Improved Genetic Algorithm in Optimization Computation ...... 144 Zhu Si-ru Application of MEC-Based Fuzzy Control in Boiler of Sludge Combustion ...... 149 Liu QingSong and Cao TaiBin Artificial Bee Colony Programming Made Faster ...... 154 Liu XingBao and Cai ZiXing Bacterial Chemotaxis Optimization for Protein Folding Model ...... 159 Zhang Yudong and Wu Lenan Blind Estimation of MIMO Channels Using Genetic Algorithm ...... 163 Li Hua, Zhang Wei, Zhao Qing-hua, Wang Hua-kui, and Zhang Zhao-xia Chaotic Local Search Based Differential Evolution ...... 168 Jidong Zhang, Dongli Jia, and Yongmei Jiao Choosing Near-Optimal Regularization Parameter for the Inverse Problem of Electrocardiography ...... 172 Guofa Shou, Dongdong Deng, Ling Xia, and Mingfeng Jiang Comparison of Two Fitness Functions for GA-Based Path-Oriented Test Data Generation ...... 177 Yong Chen, Yong Zhong, Tingting Shi, and Jingyong Liu Compound Particle Optimization Using Speciation for Multimodal Function Optimization ...... 182 Kunyuan Hu and Yunlong Zhu Computation of D10-Equivariant Nonlinear Bifurcation Problems ...... 187 Quanbao Ji, Qishao Lu, and Xia Gu Cyberspace Situation Prediction Based on Gene Expression Programming ...... 191 HongLei Gao, WenZhong Guo, GuoLong Chen, YanHua Liu, and Mei Gao Distribution Center Location Optimization by Genetic Algorithm ...... 196 Qi Tang and Fang Xie Dual Attractive Centers Optimization: A Simple and Efficient Approach for Real Function ...... 200 Xinsheng Lai, Mingwei Leng, Guolü Tan, and Yulin Zhou Dynamic TSP Optimization Base on Elastic Adjustment ...... 205 Yong Song, Yongyuan Qin, Xianfu Chen, and Jinchuan You Effects of String Length and Mutation Rate on Success Probability of Genetic Algorithm ...... 211 Yu-an Zhang, Makoto Sakamoto, and Hiroshi Furutani Elastic Adjusting Method and its Application to Solve Static TSP ...... 217 Yong Song, Xianfu Chen, Yongyuan Qing, and Jingchuan You Enhancing Population Diversity for Genetic Algorithms ...... 222 Faliang Huang, Nanfeng Xiao, and Qiong Chen Evaluating Heuristics for Grid Workflow Scheduling ...... 227 Geoffrey Falzon and Maozhen Li Exponential Stability of Stochastic Fuzzy Recurrent Neural Networks with Time-Varying Delays and Diffusion Terms ...... 232 Li Wan Fitness Sharing Based on Angular Distances ...... 237 Henrik Berg FPRGA Based on Construction of Multiwavelets in Term of a Novel Transformation ...... 244 Mingyi Cui Gene Expression Programming without Reduplicate Individuals ...... 249 Taiyong Li, Changjie Tang, Ting He, Jiang Wu, and Wenbing Qin Genetic Algorithm Based Approach to Concept Solving for Mechanical Product in Conceptual Design ...... 254 Rui-feng Bo Genetic Algorithm for Solving Problems in Emergency Management ...... 259 Han Chuan-feng and Zhang Chao Genetic Programming for Modelling Long-Term Hydrological Time Series ...... 265 Wenchuan Wang, Dongmei Xu, Lin Qiu, and Jianqin Ma Hybrid Differential Evolution Algorithm with Annealing and Chaos ...... 270 Yuelin Gao and Songwei Jia Hybrid Genetic-Simulated Annealing Algorithm of Location-Allocation Optimization of Looped Gathering and Transportation Pipe Network ...... 275 Li-xin Wei, Hua-sha Jiang, and Yang Liu Improved Artificial Fish Swarm Algorithm ...... 281 Mingyan Jiang, Dongfeng Yuan, and Yongming Cheng Improved Bacterial Colony Chemotaxis Algorithm and its Application in Available Transfer Capability ...... 286 Guo-qing Li, Hai-liang Liao, and Hou-he Chen Improved Mind Evolutionary Algorithm Design Using Group Migration ...... 292 Fang Wang, Keming Xie, and Jianxia Liu Improvement of the Algorithm to Determine the Feasibility of the Prüfer Number ...... 297 Zou Shu-rong, Feng Zhong-tian, Chen Rui, and Zhang Hong-wei Influences of Fanatics and Chatters on Information Diffusion on the Internet ...... 301 Fei Ding and Yun Liu Intelligent Random Sequence Generating ...... 307 Mehran Godarzvand Chegini and Alireza Mehrabi Interactive Population-Based Incremental Learning for Problems with Implicit Performance Indices ...... 311 Haifeng You and Xufa Wang Internet-Based Decision-Making System of Air-Conditioning Cooling and Heating Source Applying Grey Optimization Method ...... 316 Xiaoping Feng and Zhifang Gu Intrusion Detection System Platform Based on Light-Weighted Hybrid Artificial Immune Algorithms ...... 319 Chen Jinyin and Yang Dongyong Joint Multicast Routing and Channel Assignment in Multiradio Multichannel Wireless Mesh Networks Using Tabu Search ...... 325 Hui Cheng and Shengxiang Yang Knowledge Migration Based Multi-population Cultural Algorithm ...... 331 Yi-nan Guo, Yuan-yuan Cao, Yong Lin, and Hui Wang Multi-objective Nutritional Diet Optimization Based on Quantum Genetic Algorithm ...... 336 Youbo Lv Non-uniform Variance Fuzzy Guided Particle Swarm Algorithm ...... 341 Zhao Xinchao Novel Binary Differential Evolution Algorithm for Discrete Optimization ...... 346 Changshou Deng, Bingyan Zhao, Yanling Yang, and Anyuan Deng Objective Reduction Based on the Least Square Method for Large-Dimensional Multi-objective Optimization Problem ...... 350 Cong Zhou, Jinhua Zheng, Ke Li, and Hui Lv On Purchasing Portfolio for Distribution Companies with Options and Interruptible Load Based on Improved Genetic Algorithm ...... 355 Ruiqing Wang and Xia Zheng On Quay Crane Allocation by the Hybrid Intelligent Approach GATS ...... 360 Jun Zhang, Junqing Sun, and Mei Han On the Analysis of Performance of the Artificial Searching Swarm Algorithm ...... 365 Tanggong Chen, Lijie Zhang, Zibin Liu, Lingling Pang, and Qunfang Shu Optimal Design for Stiffness and Damping of Automobile Friction Clutch ...... 369 Ding Yuan and Pan Yu-Xue Optimal Design of Returned Logistics Network Based on Genetic Algorithm ...... 374 Weimin Di Optimization Algorithm for Low-Volume and High-Mix PCB Assembly ...... 379 Liu Haiming, Yuan Peng, Luo Jiaxiang, and Zhang Mei Optimized White Matter Fiber Reconstruction with B-Spline Curve and Evolutionary Computation ...... 384 Xi Wu, Wuzhong Bi, Jingyu Zhu, Ling Yang, and Mingyuan Xie Particle Swarm Optimization with Powell's Direction Set Method for Remote Sensing Image Registration ...... 388 Ye Zhang, Yan Guo, Yanfeng Gu, and Weizhi Zhong Research on DCW-PSO Algorithm and Its Application in Intelligent Transportation Systems ...... 393 Wenjie Li and Kun Zhu Researches on Flexible Job-Shop Scheduling Problem ...... 398 Zhaofeng Su and Hongze Qiu Reverse Logistics Network Optimization by Genetic Algorithm ...... 403 Fang Xie Shape Optimization of Helico-axial Multiphase Pump Impeller Based on Genetic Algorithm ...... 408 Jinya Zhang, Hongwu Zhu, Yan Li, and Chun Yang Shape Optimization of Multi-chamber Side Inlet/Outlet Mufflers with Reverse-Flow Ducts by Simulated Algorithm ...... 413 Min-Chie Chiu and Ying-Chun Chang Solution Space Reduction of Simulated Evolution Algorithm for Solving Standard Cell Placement Problem ...... 420 Yoichi Shiraishi, Takaaki Ono, and Mona Abo El Dahb Solving Large Parameter Mixed-Integer Problems Using Hybrid Evolutionary Algorithm ...... 425 Rong-Song He Study on Construction of Objective Function for Damage Identification Using Improved Genetic Algorithm ...... 430 Huang Minshui, Li Jie, and Zhu Hong-ping Study on Power Transformer Fault Diagnosis Based on Niche Genetic Algorithm ...... 436 Jiyin Zhao, Ruirui Zheng, and Haihong Dong Study on the Composition Optimum Design of Ceramic Die Material with Genetic Algorithm ...... 441 Jingjie Zhang and Chonghai Xu Synthesis of Control Algorithms for Autonomous Vehicles through Automatic Programming ...... 445 Henrik Berg, Roland Olsson, Per-Olav Rusås, and Morgan Jakobsen The Application of Adaptive Immune Algorithm for Reactive Power Optimization ...... 454 Lin Jikeng and Wang Xudong The Comparative Research of Solving Multi-task Scheduling Problems with GA and PSO ...... 459 Tianchang Zhang, Wenbin Fan, and Yanli Li The Fusion Algorithm of Genetic and Ant Colony and Its Application ...... 464 Zhou Shenpei and Yan Xinping The Multi-objective Differential Evolution Algorithm Based on Quick Convex Hull Algorithms ...... 469 Ji Shan-Fan, Sheng Wu-Xiong, and Jing Zhuo-Wang The Scheduling for Press Shop Based on Constraints Parallel Machine Model ...... 474 Daoyuan Yu, Zhengfeng Li, and Shunian Yang The Symbiosis Evolution Model of Innovation Poles in Regional Innovation System: Evolution of Regional Innovation System Depends on Symbiosis Coefficient ...... 480 Zibiao Li, Baomin Hu, and Wei Zhao Topology and Sizing Optimization of Truss Structures Using Adaptive Genetic Algorithm with Node Matrix Encoding ...... 485 Ruiyi Su, Liangjin Gui, and Zijie Fan Tuning of the Structure and Parameters of a Neural Network Using a Hybrid Good Point Set Evolutionary Strategy ...... 492 Chixin Xiao and Renren Liu Two Novel Swarm Intelligence Clustering Analysis Methods ...... 497 Yongquan Zhou and Bai Liu Vehicle Routing Problem with Time Windows: A Hybrid Particle Swarm Optimization Approach ...... 502 Xiaoxiang Liu, Weigang Jiang, and Jianwen Xie Wavelet Method for Solving the Differential Equation of a Beam on Elastic Foundation ...... 507 Yuxi Quan and Qingjiang Chen Evolutionary Computation: Evolutionary Classifiers A Novel Genetic Algorithm for Subspace Based Subclasssifier Selection ...... 513 Fei Wang and Ming Yang A Study of Classification Based on Bayes Classifiers ...... 518 Zengmei Fu, Qiurui Sun, Chuan Xu, and Rongfang Bie An Effective Microarray Data Classifier Based on Gene Expression Programming ...... 523 Lei Duan, Changjie Tang, Liang Tang, Jie Zuo, and Tianqing Zhang Bagging-Adaboost Ensemble with Genetic Algorithm Post Optimization for Object Detection ...... 528 Xu-Sheng Tang, Zhe-Lin Shi, De-Qiang Li, Long Ma, and Dan Chen BPN for Land Cover Classification by Using Remotely Sensed Data ...... 535 Tai-Sheng Wang, Li Chen, Chih-Hung Tan, Hui-Chung Yeh, and Yu-Chu Tsai Discovery of Mineralization Predication Classification Rules by Using Gene Expression Programming Based on PCA ...... 540 Dongmei Zhang, Yue Huang, and Jing Zhi Evolutionary Computation: Multi-Objective Optimization (C+M) Evolution Algorithm Analysis Based on Optimization Measurement Principle ...... 547 Yu Han, Yunze Cai, and Xiaoming Xu A Multi-agent Traffic Signal Control System Using Reinforcement Learning ...... 553 Wei Wu, Geng Haifei, and Jiang An A Multi-objective Stochastic Programming Approach for Expressway System Planning with Risk Management ...... 558 Lu Huapu, Yu Xinxin, Bian Changzhi, Wang Haiwei, and Li Yue A New Evolutionary Algorithm for Solving Multiobjective Optimization ...... 563 Song Yang, Ji Junzhong, Wang Yamin, and Liu Chunnian A Novel Multi-objective Optimization Algorithm Based on Artificial Immune System ...... 569 Li Chun-Hua, Zhu Xin-Jan, Hu Wan-Qi, and Cao Guang-Yi A Study of Heuristic Approach on Station Track Allocation in Mainline Railways ...... 575 Jia Wen Zheng, Ho Tin Kin, and Mao Bao Hua An Econiche Genetic Algorism-Based Optimization of HEV Parameters ...... 580 Yadong Deng, Xiang Lin, and Zhiwei Lian An Improved Pareto Genetic Algorithm for Multi-objective TSP ...... 585 Shi Lianshuan and Li Zengyan Application of Genetic Algorithm in Inverse Problem of Welltesting Interpretation of Triple Media Reservoirs ...... 589 Wang Zi-sheng and Yao Jun Colony Evolution in Social Networks Based on Multi-agent System ...... 594 Jie Ma, Dongwei Guo, Kangping Wang, Miao Liu, and Sha Chen Fuzzy-MOGA and Production Planning Optimization ...... 598 Zhang Hong-wei, Shen Zhe-yu, Lin Yong, and Shu Hong-ping Immune System Multiobjective Optimization Algorithm for DTLZ Problems ...... 603 Bin Zhang, Weihua Ren, Lihua Zhao, and Xiaozheng Deng Multi-objective Chaotic Optimization Algorithm by Combining Gray and Real Codes ...... 608 Zhen-Jing Yao, Qing-Hao Meng, Gen-Wang Li, and Han-Yang Peng Multi-objective Optimization on Pore Segmentation ...... 613 Hangjun Wang, Guangqun Zhang, Hengnian Qi, and Lingfei Ma Multi-parent Mutation in Differential Evolution for Multi-objective Optimization ...... 618 Youyun Ao and Hongqin Chi Noise Effect Analysis on a Spatial Ecosystem ...... 623 Jianming Cui, Feng Rao, Xiaojun Zhang, and Zongsheng Lai Research on the Active DDoS Filtering Algorithm Based on IP Flow ...... 628 Yifu Feng, Rui Guo, Dongqi Wang, and Bencheng Zhang Selection Strategies of Evolutionary Algorithms in Multiobjective Optimization ...... 633 C.W. Xie and L.X. Ding The Optimum Control of Inverter Based on Multi-objective Genetic Algorithm ...... 638 Jiaxin Yuan, Xiaofang Su, and Baichao Chen Evolutionary Computation: Other Topics in Evolutionary Computation Adaptive Relaxation Penalty Function Method for Equal Constrained Optimization in Differential Evolution ...... 647 Gao Zhenxiao, Xiao Tianyuan, and Fan Wenhui Genetic Algorithm Based Restoration Scheme for Power System Skeleton ...... 651 Chunyi Wang, Yutian Liu, Hanbing Qu, and Zaiji Yuan

Author Index - Volume 4

2009 Fifth International Conference on Natural Computation

(ICNC 2009)

Tianjin, China

14-16 August 2009

Volume 5 Pages 1-607

IEEE Catalog Number: CFP09CNC-PRT ISBN: 978-1-4244-4542-4 2009 Fifth International Conference on Natural Computation

ICNC 2009 Table of Contents Volume - 5

Preface - Volume 5 Organizing Committee - Volume 5 Program Committee - Volume 5 Reviewers - Volume 5

Cognitive Science: Cognition

A Cognitive Mind-Map Framework to Foster Trust ...... 3 Jayanta Poray and Christoph Schommer A Comparative Study for Texture Classification Techniques on Wood Species Recognition Problem ...... 8 Jing Yi Tou, Yong Haur Tay, and Phooi Yee Lau A Deeper Look at Gender Difference in Multitasking: Gender-Specific Mechanism of Cognitive Control ...... 13 Dongning Ren, Haotian Zhou, and Xiaolan Fu A Novel Feature Combination Methods for Saliency-Based Visual Attention ...... 18 Bing Han, Lili Tcheang, Vincent Walsh, and Xinbo Gao A Novel Method of Medical Image Registration Based on DTCWT and NPSO ...... 23 Wang Anna, Wang Tingjun, Zhang Jinjin, and Xue Silin A Quantum Cognitive Map Model ...... 28 Ying Huang, Lin Ni, and Yuan Miao Brain Activities Related to the Chinese Character Chunking Tasks: An fMRI Study ...... 32 Jiaoyan Pang, Xiaochen Tang, Kazuhisa Niki, and Jing Luo Cooperative Spectrum Sensing Algorithm Based on Date Fusion under Bandwidth Constraints ...... 38 Bian Li and Zhu Qi Face Recognition Based on Two Dimension Double PCA and Affinity Propagation ...... 43 Li Xu, Yifan Wang, and Changyin Sun Improved Neural Efficiency under Matching Condition for Gifted Children ...... 48 Xiaoju Duan, Jiannong Shi, and Jianhui Wu On Object Perception in Enhanced Reality Environment for Robot Telecontrol ...... 52 Chensheng Wang, Fei Wang, and Tjamme Wiegres Optimization of Multiple-Impulse, Multiple-Revolution Rendezvous Problem Using Social Cognition Optimization ...... 57 Tong Kewei, Zhou Jianping, He Linshu, and Zhang Liyan Peripheral Spatial Cues and Spatial Stroop Effect Can Modulate Each Other: Analyzing the Relationship between Input Selection and Dimensional Selection ...... 63 Chunming Luo, Xiaolan Fu, Xiang Qiu, Juncheng Shang, and Dongning Ren RBFCM Based Heuristic Coordinator Algorithm for KDD ...... 68 Zhen Peng, Bingru Yang, and Yonghong Xie Relative Navigation Algorithm Based on Rodrigues and Spacecraft Orbit & Attitude Information ...... 73 Kezhao Li, Qin Zhang, Chaoyin Zhao, Jianping Yuan, and Keke Xu Representation and Calculation of Spatial Relations Difference Based on Conceptual Neighborhood ...... 78 Meng Ni-na, Ai Ting-hua, Li Rong-juan, and Zhou Xiao-dong Research on Designers' Style-Cognition Based on Product Form Construction ...... 83 Linxin Zheng, Jialin Chen, and Jianfeng Wu Shape Terms in Different Languages ...... 88 Tjamme Wiegers, Chensheng Wang, and Joris S.M. Vergeest Spatial Categorization and Computation - Empirical Evidence from Artificial Label ...... 93 Xianggang Xu, Xianghong Sun, and Kan Zhang Understanding the Behavior of Structure from Motion Problem with False Focal Length ...... 99 Qiu Ning and Xu Xiang Cognitive Science: Emotion

An Application of Electrocardiography to Emotion Recognition ...... 107 Hao Min, Liu Guang Yuan, Ma Chang-wei, and Cai Jing Assessing Two Emotion Regulation Processes in Chinese Adolescents ...... 112 Yan Dong and Yu Guoliang Emotion Simulation in Interactive Virtual Environment for Children's Safety Education ...... 117 Zhen Liu and Shaohua He Spectral Analysis for Emotion Recognition by NMF Features ...... 121 Kyungjoong Jeong, Jaiyoun Song, and Hong Jeong Study on Unified Model of Emotional State in HCI ...... 126 Wei Wang and Zhiliang Wang Cognitive Science: Neuro-Biological Systems A Novel Video-Tracking Analysis System for the Behavioral Despair Test ...... 133 Junsheng Tian, Huan Xiang, Yuanlu Cui, and Honghai Zhu An Approach to Seabed Terrain Matching Utilizing Hybrid Particle Swarm Optimization ...... 138 Yuan Gannan and Tan Jialin Effect of Clothing Pressure Exerted by the Girdle on Female’s Autonomic Nervous System Evaluated by Heart Rate Variability Power Spectral Analysis ...... 143 Yin Ling and Zhang Wen-bin Identifying Kinetic Constants by the Intrinsic Properties of Markov Chain ...... 148 Xuyan Xiang, Yingchun Deng, and Xiangqun Yang Neurocognitive Perception Process: A Case Study ...... 154 Zili Chen, Nana Jin, and Jonathan J. Webster Vignetting Image Correction Based on Gaussian Quadrics Fitting ...... 158 Kai He, Ping-Fan Tang, and Ran Liang Cognitive Science: Other Topics in Cognitive Science

An Intelligent Home Middleware System Based on Context-Awareness ...... 165 Wang Chun-dong, Mo Xiu-liang, and Wang Huai-bin Grid Map Building Based on D-S Evidence Theory ...... 170 Cao Hongyu, Tan Zhi, Sun Hanxu, and Yu Tao Cognitive Science: Perception A Classification Method for High Spatial Resolution Remotely Sensed Image Based on Human Visual Perception Features ...... 177 Yuan Liu, Guojin He, and Jiying Yuan A Perceptive Window for Responsive Environment Applications ...... 182 Ching-Wen Hsu, Ya-Chi Huang, Fu-Chun Lu, Jinn-Kwei Guo, Chien-Jen Wang, and Chun-Lin Lu Design of Tasting Perception System of Artificial Fish Based on Fuzzy Neural Network ...... 187 Xian-yu Meng, Xiao-yang He, Yan-rong Xue, and Feng-hua Li Exposure Time Mediates Perceptual Global Advantage with a Divided-Attention Paradigm ...... 192 Xiang Qiu, Xiaolan Fu, and Chenming Luo Influence of Organizational Boundary on Psychological Empowerment in Multi-organization Network ...... 195 Bo Yang and Maoshan Qiang Preservice Teachers’ Perception about Nature of Science ...... 199 Prasart Nuangchalerm Quality Perceptions in a Complete Distribution Chain ...... 204 Ching-Huai Peng Research on Area-Matching Algorithm Based on Feature-Matching Constraints ...... 208 Lu Yang, Rongben Wang, Pingshu Ge, and Fengping Cao Cognitive Science: Perception, Emotion A Comparison of Perceptions on the Investment Theory of Creativity between Chinese and American ...... 217 Pingping Liu, Xingli Zhang, and Jiannong Shi Age-Related Changes in Executive Inhibition of Emotional and Non-emotional Interference ...... 222 Zhou Xiang, Shen De-li, and Theo A. Cope An Artificial Brain System of a Maze-Like Robot ...... 227 Xiaogang Ruan, Xiaoming Xu, Xinyuan Li, and Jian Zhou An Experiment Study on Level of Service for the Regional Road Traffic ...... 233 Honghui Dong, Limin Jia, Xiaoliang Sun, Yong Qin, and Chenxi Li Modeling Articulatory Movements for Voice Conversion Using State-Space Model ...... 236 Ning Xu, Zhen Yang, and Wei-Ping Zhu Modeling of Self-Repairing Aircraft Based on Multi-agent System ...... 241 Yuan Kan and Hu Shousong Two Cameras Vision Model for the 3D Shape Recovery ...... 246 LiMei Song, Jing Luo, BaoShan Sun, and Yuhua Wen Cognitive Science: Selective Attention A Research about Multi-objective Evaluation Method of Factory Location Based on the Triangular Fuzzy Number ...... 253 Zhou Ailian The Comparison on the Visual Search between the Hearing Impaired Adults and Hearing Adults ...... 257 Zhang Xingli, Wang Kenan, and Shi Jiannong Why Not See: Inhibition on Distractors ...... 261 Han Lin and Kan Zhang Cognitive Science: Vision and Auditory Models

A Unique Multi-functional Landmark for Autonomous Navigation ...... 269 Dan Wang, Yunwei Jia, and Zuoliang Cao Beacon Tracking with an Embedded Omni-vision System ...... 274 Huazhu Fu, Zuoliang Cao, and Juha Roning Fast Texture Synthesis Based on Dynamic Space Partitioning ...... 279 Cao Fang, An Bowen, and Qin Chuan Improvement of Delayed Decision Coding for LSF Difference Quantization ...... 284 Zhe Ji, Xuan Wei, Huijuan Cui, and Kun Tang Path Planning of UAVs Swarm Using Ant Colony System ...... 288 Li Wei and Zhang Wei Rejecting Mismatches between Fish-Eye Camera Images by RVM ...... 293 Xiangru Li, Xiaoming Li, and Xuezhen Cheng The Normalization Training Technique of State-Relative Direct Mean Shift Based on MAP Estimation ...... 296 Hongcai Feng, Cao Yuan, Yaqin Li, and N. Xiong Evolutionary Computation: Evolutionary Algorithms and Methods

A Generic Approach for Leather Nesting ...... 303 YuPing Zhang and Caijun Yang A Matrix-Coded Immune Algorithm to Select Multicast Service Nodes of OMN ...... 308 Deqiang Cheng, Yu Jin, and Shiyin Li A Method of Genetic Algorithm Optimized Extended Kalman Particle Filter for Nonlinear System State Estimation ...... 313 Shuying Yang, Wenjuan Huang, and Qin Ma A Modified Mode-Pursuing-Sampling Based Optimization Method for Minimization of Injection Molding Warpage ...... 317 Yi-Min Deng, Di Zheng, and Yong Zhang A New Dynamical Particle Swarm Optimization Based on Principle Free Entropy Minimization ...... 322 Xianjun Shen, Fan Chen, Tingting He, Zhifeng Chi, and Caixia Chen A New Linear Optimization Technique Coupling Evolutionary Algorithm for Solving Multiobjective Optimization Problems ...... 327 Kezong Tang, Jingyu Yang, and Shang Gao A New Population Initialization Method Based on Space Transformation Search ...... 332 Hui Wang, Zhijian Wu, Jing Wang, Xiaojian Dong, Song Yu, and Cheng Chen A New Study on Mesh Dependency of Plate Topology Optimization under Uniform Pressure ...... 337 J. Shi and K. Cai A New Virtual Population Based Incremental Learning Approach for Optimizations Using Selfish Gene Theory ...... 342 Feng Wang and Yuanxiang Li A Review on Cutting-Edge Techniques in Evolutionary Algorithms ...... 347 Yun Bao, Erbo Zhao, Xiaocong Gan, Dan Luo, and Zhangang Han A Spatio-temporal Distance Based Two-Phase Heuristic Algorithms for Vehicle Routing Problem ...... 352 Qi Ming-yao, Miao Li-xin, and Shan Jie Adaptive Evolutionary Particle Filter Based Object Tracking with Occlusion Handling ...... 358 Zhuohua Duan and Zixing Cai An Approach for Picking Optimization in Automated Warehouse ...... 362 Qi Tang and Fang Xie An Effective Hybrid Genetic Simulated Annealing Algorithm for Process Planning Problem ...... 367 Kunlei Lian, Chaoyong Zhang, Xinyu Li, and Liang Gao An Improved Greedy Genetic Algorithm for Solving Travelling Salesman Problem ...... 374 Zhenchao Wang, Haibin Duan, and Xiangyin Zhang An Optimization Algorithm Based on Multi-population Artificial Immune Network ...... 379 Shi Xuhua and Qian Feng Evolutionary Computation: Other Applications of Evolutionary Computation Application and Comparison of Particle Swarm Optimization and Genetic Algorithm in Strategy Defense Game ...... 387 Peng Huo, Simon C.K. Shiu, Haibo Wang, and Ben Niu Density Evolution and Thresholds for Accumulate Repeat Tree Codes in Mobile Communication Systems ...... 393 Maofan Yang, Hua Zhou, Xin Zhang, and Dacheng Yang Parameter Identification of Hydro Generation System with Fluid Transients Based on Improved Genetic Algorithm ...... 398 Lin Gao, Yiping Dai, and Junrong Xia Reducing Boarding Time: Synthesis of Improved Genetic Algorithms ...... 403 Kang Wang Speed-Based Two-Way Traffic Signal Timing Control Using GA ...... 408 Li Zhang Evolutionary Computation: Robotics and Intelligent Control with Evolutionary Computation Evolutionary Computation Approach to Decentralized Multi-robot Task Allocation ...... 415 Gao Ping-An, Cai Zi-Xing, and Yu Ling-Li Terminal Sliding Mode Control for Multi-degree-of-Freedom Robot Based on Genetic Algorithm ...... 420 Wang He, Chen Zhi-mei, Zhang Jing-gang, and Meng Wen-jun Other Types of Natural Computation: Chaos and Fractal A Block Cipher Based on a Hybrid of Chaotic System and Feistel Network ...... 427 Jun Peng, Shangzhu Jin, Hailing Liu, and Yongguo Liu A High Quality PN Sequence Generator Based on Chaotic Maps ...... 432 Guo-jun Liu A New Multistage Chaos Synchronized System for Secure Communications ...... 437 Xinlei An, Jianning Yu, Jiangang Zhang, and Zhansong Peng An Improved Baptista Encryption Algorithm Based on Conservative Chaotic System ...... 442 Wang Xiao-yu, Zhang Han, and Li Zhao-hui An Improved Internet Congestion Control Algorithm ...... 447 Yuliang Liu and Jie Zhu Auto Generation of Textile Patterns Based on IFS ...... 451 Xiaolan Zhao and Xuhong Yang Bifurcation of Limit Cycles for Two Differential Systems ...... 455 Xiao-Chun Hong Chaos Theory Based Ultrasonic Doppler for Velocity Measurement of Fluid in the Petroleum Channel ...... 460 Tao Huang and Lele Qin Computer Simulation of the Pattern Formation of a Spatial Ecosystem ...... 464 Wang Lin, Yezhi Lin, and Longchang Li Configuration Unit for Product Self-Organizing Configuration Design and Its Application ...... 468 He Bin and Li Gangyan Discrete Chaotic Synchronization and Secure Communication Design ...... 473 Hong He, Yi Wu, Baofeng Zhang, Dajian Zhang, Yong Tian, Kexi Wang, Hui Meng, and Mingfeng Hou Dynamic Behavior of a Multiple Species Prey-Predator System with Impulsive Chemical and Biological Control ...... 477 Li Changguo, Pei Yongzhen, and Ji Xuehui Gaussian Soliton Solution in (2+1)-Dimensional Logarithmically Saturable Nonlinear Media ...... 482 Liu Yajie, Zhu Ning, Tong Jia, and Qiyuan Feng Image Encryption Based on a Four-Dimensional Chaotic System ...... 487 Tang Liangrui, Li Jing, and Sun Yi Improvement of Chaotic Synchronization with the Method of Varing Coordinates ...... 492 Yang Li-Xin, He Wan-sheng, and Liu Xiao-jun Parameters Identification and IFSHPS in Hyper-Chaotic Systems with Different Structure ...... 495 Li-Xin Yang, Jian-Gang Zhang, and Zhan-Song Peng Research on Test of Random-Like Property of Chaotic Sequences in Image Encryption ...... 500 Ming-Ku Feng, Shui-Sheng Qiu, Xiong-Ying Liu, and Jian-Xiu Jin Runoff Chaotic Characteristic Analysis of the South-to-North Water Transfer Scheme via the Western Route in the Water-Exporting Region ...... 505 Baohui Men The Research of Mechanism Synthesis Based on Mechanical Fractional Order Chaos System Methods ...... 509 Youxin Luo, Zheming He, Xiaoyi Che, and Bin Zeng Other Types of Natural Computation: Intelligent Agents A Multi-agent Model of Lake Water Environment System Evolution and Its Simulation ...... 515 Jian-Jun Ni and Guang-Jie Han A Novel Secure Access Method for Remote Databases Based on Mobile Agents ...... 519 Jing Huang, Yingyuan Xiao, and Yi Liang A Simulation Analysis on Evolutionary Game of Information Sharing in Supply Chain Based on Multi-agent ...... 523 Yaofeng Zhang and Renbin Xiao ASM Semantic Modeling and Checking for Sequence Diagram ...... 527 Zhou Xiang and Shao Zhi-qing Capacity Analysis of Unsignalized T-Shaped Intersection by Using Cellular Automata Model ...... 531 Xin-Gang Li and Bin Jia Concurrent Negotiation among Capable Agents ...... 536 Shun Long, Hui-Jin Wang, Xuan Chen, and Jian-Hua Cai CORE: A Trust Model for Agent Coalition Formation ...... 541 Zhou Qing-hua, Wang Chong-jun, and Xie Jun-yuan Dynamic Transfer Control of Components of Complex Software System Based on Multi-agent ...... 546 Li Wang Evolutionary Swarm Optimization Algorithm for Numerical Function Optimization ...... 551 Haiyan Quan and Xinling Shi Flocking of Multi-agent Systems with Non-smooth Control ...... 556 Jichen Yang, Qishao Lu, and Juezhi Chen Group Trust and Group Reputation ...... 561 Xiangrong Tong and Wei Zhang Model-Free Learning and Control in a Mobile Robot ...... 566 Brandon Rohrer, Michael Bernard, J. Dan Morrow, Fred Rothganger, and Patrick Xavier Multi-agent Co-evolutionary Scheduling Approach Based on Genetic Reinforcement Learning ...... 573 Wei Yingzi, Jiang Xinli, Hao Pingbo, and Gu Kanfeng RippleLog: A Path Search Algorithm for a Distributed Query Processing ...... 578 Junhu Zhang, Jinlong Wang, and Dongqing Yang Robot Exploration Mission Planning Based on Heterogeneous Interactive Cultural Hybrid Algorithm ...... 583 Lingli Yu and Zixing Cai Searching an Unsorted Database in Quantum Computers and Duality Quantum Computers ...... 588 Gui Lu Long The Design and Implementation of Berth Allocation Management System Based on MAS ...... 593 Bin Sun, Junqing Sun, and Peng Yang To Create Intelligent Adaptive Game Opponent by Using Monte-Carlo for the Game of Pac-Man ...... 598 Xiao Liu, Yao Li, Suoju He, Yiwen Fu, Jiajian Yang, Donglin Ji, and Yang Chen To Create Intelligent Adaptive Game Opponent by Using Monte-Carlo for Tree Search ...... 603 Jiajian Yang, Yuan Gao, Suoju He, Xiao Liu, Yiwen Fu, Yang Chen, and Donglin Ji

Author Index - Volume 5

2009 Fifth International Conference on Natural Computation

(ICNC 2009)

Tianjin, China

14-16 August 2009

Volume 6 Pages 1-597

IEEE Catalog Number: CFP09CNC-PRT ISBN: 978-1-4244-4542-4 2009 Fifth International Conference on Natural Computation

ICNC 2009 Table of Contents Volume - 6

Preface - Volume 6 Organizing Committee - Volume 6 Program Committee - Volume 6 Reviewers - Volume 6

Invited Session: Neural and Evolutionary Computations and Their Applications Analysis of Centerline Extraction in Three-Dimensional Scale Space - Extracting Centerline of Vessels in Hepatic Artery ...... 3 Motoi Kinishi, Toshiyuki Okada, Masatoshi Hori, Yen-Wei Chen, and Yoshinobu Sato Automatic Facial Image Manipulation System and Facial Texture Analysis ...... 8 Takuma Terada, Takayuki Fukui, Takanori Igarashi, Keisuke Nakao, Akio Kashimoto, and Yen-Wei Chen Evolutionary Perturbation of Simulated Annealing in Optimization of Kinoforms ...... 13 Shinya Nozaki and Yen-Wei Chen Facial Caricaturing System Based on Multi-view Active Shape Models ...... 17 Takuya Kamimura and Yen-Wei Chen Hierarchical Super-Resolution Approach for Expanding Image with High Magnification ...... 22 Motonori Ohashi, Xian-Hua Han, and Yen-Wei Chen Hybrid Particle Swarm Optimization for Medical Image Registration ...... 26 Yen-Wei Chen and Aya Mimori Image Categorization with PCA-SICEF ...... 31 Atsushi Okamoto, Xianhua Han, Xiang Ruan, and Yen-Wei Chen PCA Based Statical Shape Model of the Spleen ...... 36 Tomoko Tateyama, Amir Hossein Foruzan, and Yen-Wei Chen Pose-Robust Face Recognition Based on 3D Shape Reconstruction ...... 40 Mamoru Ishimoto and Yen-Wei Chen Other Types of Natural Computation: Bayesian Networks A Kind of Data Repairing for Missing Data of Discrete Dynamic Bayesian Networks ...... 47 Haiyang Chen, Xiaoguang Gao, and Jingsong Zheng A New Neural-Based Market Prediction Computing Approach ...... 52 Degan Zhang, Chen Lin, Linqing Li, and Dexin Zhao Application of Bayesian Neural Networks in High Energy Physics Experiments ...... 57 Ye Xu, WeiWei Xu, YiXiong Meng, and KaiEn Zhu Distributed Application Service Fault Management Using Bayesian Network ...... 62 Yunchun Li, Xianlong Qin, and Xiao Wang Fault Diagnosis for Large-Scale IP Networks Based on Dynamic Bayesian Model ...... 67 Zhi-qing Li, Lu Cheng, Xue-song Qiu, and Yong-guo Zeng Initial Flight Delay Modeling and Estimating Based on an Improved Bayesian Network Structure Learning Algorithm ...... 72 Yujie Liu and Fan Yang News Video Story Segmentation Based on Naïve Bayes Model...... 77 Wan Jianping, Peng Tianqiang, and Li Bicheng Predicting Splice Site by Improved Bayesian Classifier ...... 82 Guo Shuo and Zhu Yi-sheng Structure Learning of Bayesian Networks Based on Discrete Binary Quantum-Behaved Particle Swarm Optimization Algorithm ...... 86 Jing Zhao, Jun Sun, Wenbo Xu, and Di Zhou Tibetan Language Continuous Speech Recognition Based on Dynamic Bayesian Network ...... 91 Yue Zhao, Yongcun Cao, and Xiuqin Pan Other Types of Natural Computation: Bioinformatics and Bio-Medical Engineering with Other Types of Natural

A New Algorithm for Extracting Fetal Electrocardiogram ...... 97 Shouliang Yang and Zhonghua Wang Organizational Gene and Genetic Information Transmission ...... 100 Liu Shan and Liang Xiong-jian Other Types of Natural Computation: Communications and Networking with Other Types of Natural Computation A Framework of Intelligent Agent Based Middleware for Context Aware Computing ...... 107 Wang Chun-dong, Liu Xiao-qin, and Wang Huai-bin A Hybrid Clustering Model for Hierarchical Overlay Topology ...... 111 Zhao LianQing and Lu Jun A Multipath Routing Algorithm Based on Traffic Prediction in Wireless Mesh Networks ...... 115 Li Zhi-yuan, Wang Ru-chuan, and Bi Jun-lei An Improved RED Congestion Algorithm Based on Partition of Network Segment ...... 120 Chundong Wang, Ting Li, and Huaibin Wang Error Resilient Design for Transmission Control in Wireless Networks ...... 124 Qingshan She, Zhizeng Luo, and Yaping Zhu Other Types of Natural Computation: Membrane Computing and Cultural Algorithms The Minimum Abandoned Water Optimization Model of Reservoir and Its Application ...... 131 Xiu-ling Sun, Sheng-nan Dong, and Xiao-ru Xu Other Types of Natural Computation: Molecular DNA Computing Deducing Causal Relationships among Different Histone Modifications, DNA Methylation and Gene Expression ...... 139 Yunfeng Qi, Yan Zhang, Jie Lv, Hongbo Liu, Jiang Zhu, and Jianzhong Su DNA Algorithm Based on Reverse Complement Alignment for 0/1 Knapsack Problem ...... 144 Yamin Zheng and Xiaowen Lou DNA Computing and Its Application to Information Security Field ...... 148 Guangzhao Cui, Cuiling Li, Haobin Li, and Xiaoguang Li DNA Implementation of Arithmetic Operations ...... 153 Ping Guo and Haiyan Zhang Feature-Function Expression Model and Gene Coding for Products ...... 160 Hao Yongtao and Qin Qin Matrix Multiplication Based on DNA Computing ...... 167 Guozhi Zhang and Shiying Wang Maximum Weight Clique Problem Based on Sticker Model ...... 171 Zhixiang Yin, Jianzhong Cui, Xiaohui Huang, and Linying Zhi The Minimum Spanning Trees of tRNA Sequences Based on Prim's Algorithm ...... 176 Bowen Chen, Fangping Wei, Jiaxiu Pan, and Yuxian Xia Other Types of Natural Computation: Other Applications of Other Types and Natural Computation A Comparison between Inside and Outside Texture Features Extracting from Pulmonary Nodules of CT Images ...... 183 Liu Yunning, Wang Huan, Guo Xiuhua, Liang Zhigang, and He Qian A Dynamic Probability Fault Localization Algorithm Using Digraph ...... 187 Chunfang Li, Lianzhong Liu, and Xiaojie Pang A Novel Fault Observer Design and Application in Flight Control System ...... 192 Yongqi Chen and Zhiguang Zhong A Novel Hypothesis of the Opposite Phyllotaxis Modeling of Plants ...... 197 Jinli Ding, Lanzhou Wang, and Zhonglin Chai A Soil Sampling Intelligent System Based on Elastic Algorithm and GIS ...... 202 Chen Yunping, Wang Xiu, and Zhao Chunjiang An Algorithm for the Design of Manufacturing Cells ...... 207 ChenGuang Liu, Lin Zhu, and Kazuyuki Tanaka Application of Business Intelligence in the Information Development of Construction Enterprise ...... 212 Qin Wang, Lifeng Xi, and Kun Gao Automatic Test Data Generation Based on Ant Colony Optimization ...... 216 Kewen Li, Zilu Zhang, and Wenying Liu Finger-Articular Back Texture Recognition Based on Log Gabor ...... 221 Song Shangling, Wang Changyu, Mei Liangmo, and Liu Zhi Linear Programming Model of Sewer Networks Based on Topography-Geomorphic ...... 227 Chen Junquan and Yang Yuanming Load Distribution of Railway Tank Car in Fluid Sloshing ...... 236 Zhang Jimin, Wang Yongqiang, and Liu Jun Research on Green Generation Scheduling and Its Efficiency Assessment Model ...... 239 Huang Ren-hui and Zhang Li-zi Research on Retrieving Aeolian Desertification Land Surface Temperature of North Shaanxi Province with MODIS Data ...... 243 Huo Aidi, Wang Guoliang, and Zhang Jun Road Extraction from Multi-source Remote Sensing Images Based on 2nd Generation Curvelet Fusion ...... 247 Ye Zhang, Yijia Liu, and Junping Zhang Study of Integrity of NiO Oxide Film by Acoustic Emission Method ...... 252 Jin Huiming and Shen Maosong Study on the Problem of Assessment Level of Experts in Multi-attribute Group Decision Making ...... 257 Chen Yan, Fan Zhi-Ping, Chen Xia, and Liu Jing The Cournot Model with Coalition Forms ...... 262 Shujin Li, Xiaoning Li, and Xianglan Qiao The Quadruplicity Decomposed of Labor Productivity Based on DEA ...... 267 Tao Hong Other Types of Natural Computation: Other Topics in Natural Computation A Branch and Bound Algorithm for Low Rank Multiplicative Nonconvex Minimization Problem ...... 275 Tingsong Du, Pusheng Fei, and Jigui Jian A Differential Equation System for Equality-Constrained Quadratic Programming ...... 280 Li Jin A Distributed Actor Deployment Algorithm for Maximum Connected Coverage in WSAN ...... 283 Xiaoping Ren and Zixing Cai A New Bid Evaluation Method Based on Vague Sets and Weighted Grey Correlational Analysis ...... 288 Wu Yun-na and Huang Zhi-jun A New Long-Step Path-Following Interior-Point Method with O(√nL) Iteration-Complexity Bound for Semidefinite Programming ...... 293 Zengzhe Feng and Liang Fang A Novel Method Finding Multiple Roots of Nonlinear Equations ...... 299 Zhou Hong-bin A Study on Used Tire Reverse Logistics Flow Distribution Based on Minimum Recycling Cost ...... 303 Xiangyu Han, Shouwen Ji, Chuantao Wang, and Qin Song A Web Page Malicious Code Detect Approach Based on Script Execution ...... 308 Zhi-Yong Li, Ran Tao, Zhen-He Cai, and Hao Zhang Algorithmic Analysis of Euler-Maruyama Scheme for Stochastic Differential Delay Equations with Markovian Switching and Poisson Jump, under Non-Lipschitz Condition ...... 313 Guoqiang Wang and Donglong Li An Algorithm for Splitting Arbitrary Polygon ...... 318 Liang Wu, Guang Tian, and Zhong Xie An Approach to Analysis and Measurement of the Stability of Web Community Based on Dissipative Structure Theory and Information Entropy ...... 326 Jiang Rong, Liao Hongzhi, Yu Jiankun, Zhang Dehai, Chen Lihua, and Sun Yafei An Iteration Method for the Symmetric Ortho-anti-Symmetric Solution of a Class of Matrix Equation ...... 330 Zhou Fuzhao, Guo Jing, and Huang Ya Ant K-Means Clustering Method on Epileptic Spike Detection ...... 334 Tsu-Wang Shen, Xavier Kuo, and Yue-Loong Hsin Application of a Novel Simulated Annealing in Flow Shop Scheduling Problem ...... 339 Mingjun Ji, Maoying He, and Qingbin Wang Blind Separation of Convolutive Mixed Source Signals by Using Robust Nonnegative Matrix Factorization ...... 343 Zhang Ye, Zhang Wenquan, Wan Guojin, and Fang Yong Cellular Automata Algorithm for Waterjet Cutting Simulation ...... 347 Wu Jinghua, Tang Wencheng, and Zhu Liyi Consistency Degrees of Theories in the Revised n-Valued Kleene Logical System ...... 351 Jun Li and Qian Lan Direct Torque Control Based on Space Vector Modulation with Adaptive Neural Integrator for Stator Flux Estimation in Induction Motors ...... 355 Chunhua Zang and Xianqing Cao Dynamic Portfolio Analysis Based on Realized Higher Moments ...... 360 Jiang Cui-xia and Liu Jing-dong Dynamics of a Difference Equation ...... 365 Qi Wang, Fan-ping Zeng, Ke-song Yan, Geng-rong Zhang, and Xin-he Liu Dynamics of a Predator-Prey System Concerning Impulsive Effect ...... 368 Lingshu Wang and Guanghui Feng Equivalent Conversion Calculation of Straight Bevel Gear Mesh Stiffness ...... 372 Zhi Wang, Guicheng Wang, Longbao Wang, and Jinhui Zhu Footprint Calculation for a Reusable Launch Vehicle Based on Dynamics Programming ...... 376 Yang Bo, Wu Chenghao, Li Dawei, and Hu Jing Identification of the Characteristic Scale for NDVI in the Subtropical Region of China by Use of Wavelet Analysis ...... 382 Li Xiaomei, Sha Jinming, and Lian Jianglong Improving Algebraic Reconstruction Techniques with Nonlinear Iterating Algorithms ...... 387 Zunying Li and Yizhong Song Iterative Learning Control of Distributed Parameter Systems Based on Geometric Analysis ...... 392 Li Zheng, Tian Huiping, and Tian Senping Numerical Simulation on Fold Formation Process ...... 397 Jun He and Xinsheng Chen On Gramian Matrice of Finite Normalized Tight Frames ...... 401 Dajing Xiang On the Inviscid Limit for the 2D Non-dissipative Quasi-geostrophic Equations ...... 405 Linrui Li and Shu Wang Performance Evaluation of a Collaborative Intrusion Detection System ...... 409 Chunfu Jia and Deqiang Chen Qualitative Motion Reasoning Based on Voronoi Diagram ...... 414 Xiaodong Wang and Shizhong Liao Random Coefficient Model of Basal Area Growth for Longitudinal Data ...... 419 Zhang Qing, Zhao Junhui, and Kang Xingang Research on Collision Detection Algorithm Based on AABB ...... 422 Wang Xiao-rong, Wang Meng, and Li Chun-gui Research on EMF Format Printing Data Acquisition Technology ...... 425 Feng Donghui, Xue Jiansheng, Liu Jian, and Gong Wei Simulation of Dynamic Characteristic for Passive Hydraulic Mount ...... 428 Zhang Yunxia and Fang Zuhua Synchronized Flow in a Cellular Automata Model with Speed Variation Dependent Randomization ...... 433 Junfang Tian, Bin Jia, Xingang Li, and Zi-You Gao The Computer Simulation and Real-Time Stabilization Control for the Inverted Pendulum System Based on LQR ...... 438 Hu Lingyan, Liu Guoping, Liu Xiaoping, and Zhang Hua The Filter-SQP Algorithm Based on Semidefinite Programming ...... 443 Yang Shulin, Zhu Xiaorong, and Wang Dianchun The Law Mining on Function Singular Rough Sets ...... 448 Hao Xiu-mei The Mean Value Method for Crack Propagation ...... 453 Tang Xuhai, S.C. Wu, C. Zheng, and J.H. Zhang The Research of Regenerative Braking Control Strategy for Advanced Braking Force Distribution ...... 458 Zhang Jing-ming, Ren Dian-bo, Song Bao-yu, Cui Shu-mei, and Sun Gang Transformer Fault Diagnosis Based on Hierarchical Multi-class SVM ...... 463 Xiucheng Dong, Jiagui Tao, and Zhang Zhang Urban Public Transit Dispatch Based on Queuing Theory ...... 468 Hongqi Hui Virtual Prototype Collaborative Modeling & Simulation Technology for Propulsion Device of Special Ship ...... 473 Geng Rui-guang, Zhang Hong-tian, and Li Wan-you Other Types of Natural Computation: Pattern Recognition and Diagnostics with Other Types of Natural Computation

A Novel Split and Merge EM Algorithm for Gaussian Mixture Model ...... 479 Yan Li and Lei Li A Texture Images Segmentation Method Based on ICA Filters ...... 484 Lijuan Duan, Jicai Ma, Jun Miao, and Yuanhua Qiao Design and Testing of a Generic Algorithm for Assessment of Human Walking ...... 488 Jianning Wu Group Structure Influence on Group Lasso Consistency ...... 493 Mei Wang and Shizhong Liao Other Types of Natural Computation: Quantum Computing A Multiple-Landmark Multicast Protocol Based on Location Information in Ad Hoc Networks ...... 501 Yuan Ping, Jiang Zhijun, and Song Ming Application of Quantum Evolutionary Algorithm in Blind Source Separation ...... 505 Xin-Jie Wu, Chao Xu, and Chun-yang Cui Computation of the Schroedinger Equation via the Discrete Derivatives Representation Method: Improvement of Solutions Using Particle Swarm Optimization ...... 510 A. Zerarka, H. Saidi, and N. Khelil Constructions of Quantum Codes Based on Quadratic Residues ...... 514 Ying Guo, Yangye Liu, Zhigang Chen, and Chengrong Huang Fingerprint Chromatogram and Fuzzy Calculation for Quality Control of Shenrong Tonic Wine ...... 519 Xinjun Wei, Hao Zhang, Wenfeng Wang, Haizhen Mo, and Bo Li Information Delay Protocol Using Quantum Teleportation ...... 523 Xiaoyu Li and Junxia Ma Monitor and Management in Sewage Disposal System Based on SPC ...... 528 Zhang Zirun and Wu Ruiming Quantum-Inspired Evolutionary Algorithm for RNA Multiple Sequence-Structure Alignment ...... 534 Zhao YingJie and Wang ZhengZhi Reversible Logic Synthesis of Networks of Positive/Negative Control Gates ...... 538 Wenying Zhu, Zhijin Guan, and Yueqing Hang The Generation of the Reversible Gate Network-Based the Variable System Numbers ...... 543 Yuxin Chen, Zhijin Guan, Shanli Chen, and Hui Li Other Types of Natural Computation: Robotics and Intelligent Control with Other Types of Natural Computation A Study of the Cooperation Control of Two Adjacent Intersections Based on N.B.S. Game Q-Learning Algorithm ...... 551 Xiaohua Zhao, Zhenlong Li, Quan Yu, and Yanzhang Shang An Improved Single Neuron Adaptive PID Control Algorithm ...... 558 Xu Bao-chang, Wu Jian-zhang, and Chen Yong-kun Other Types of Natural Computation: Signal Processing and Multimedia with Other Types of Natural Computation Architectures and Algorithms for Multi-source Object Detection and Tracking ...... 565 Xiuhui Wang and Junqin Wen Blind Extraction Using Fractional Lower-Order Statistics ...... 569 Zuyuan Yang, Guoxu Zhou, and Shengli Xie Frequency Selectivity in a Hormone Signaling System ...... 573 Lin Ji, Yujuan Wang, and Meiling Yu Information Hiding Algorithm for PDF417 Barcode ...... 578 Liqin Xue, Yuhai Chao, Lianshan Liu, and Xiujuan Zhang Signal Extraction over Noise ...... 582 Ji Changpeng and Dai Wei Wavelet Correlation Analysis of Geodetic Signals ...... 585 Qu Guo-qing, Zang Bin, and Su Xiao-qing Wavelet Threshold De-noising of Power Quality Signals ...... 591 Jie Gu

Author Index - Volume 6