2009 Second International Conference on Intelligent Computation Technology and Automation (ICICTA 2009) Zhangjiajie, China 10 – 11 October 2009 Volume 1 Pages 1-480 IEEE Catalog Number: CFP0988E-PRT ISBN: 978-1-4244-4741-1 2009 Second International Conference on Intelligent Computation Technology and Automation ICICTA 2009 Table of Contents Volume - 1 Preface - Volume 1 Organizing Committee - Volume 1 Program Committee - Volume 1 Reviewers - Volume 1 Session 1: Neural Networks A Delay Decomposition Approach to Stability of Linear Neutral Systems with Mixed Delays.......................................................................................................................................................3 Duyu Liu, Shouming Zhong, and Xiaomei Wang A Joint Evolutionary Method Based on Neural Network for Feature Selection ................................................7 Biying Zhang A Multi-Coding GA-BP-RBF Model for China Human Capital Prediction ....................................................11 Shiwei Yu, Kejun Zhu, and Ting Liu A New Early Stopping Algorithm for Improving Neural Network Generalization ............................................................................................................................................................15 Xing-xing Wu and Jin-guo Liu A New Improved BP Neural Network Algorithm ................................................................................................19 Li Xiaoyuan, Qi Bin, and Wang Lu A New Supervised Spiking Neural Network .........................................................................................................23 Zhang Chunwei and Liu Haijiang v A Novel Generalized Predictive Control Algorithm with Online Tuning Maximal Output Increment Based on BP Neural Network .................................................................................27 Xialai Wu, Aiping Yang, and Wenzhan Dai A Reinforcement Learning Algorithm Based Neural Network Used for Course Angle Control of Remotely Operated Vehicle ......................................................................................................31 Yan-zeng Gao, Jia-wei Ye, Ping-an Shi, and Xin Song A Speed Control System of Permanent Magnet Linear Synchronous Motor Using Neuron Adaptive Controller .........................................................................................................................35 Wang Wei, Wang YuHua, and Wang ShiRong Application of BP Neural Network in the Control of Hydraulic Die Forging Hammer .......................................................................................................................................................................39 Li Yan, Li Jianwei, and Liu Jun Application of BP Neural Network for Wind Turbines .....................................................................................42 Zuoxia Xing, Qinwei Li, Xianbin Su, and Hengyi Guo Application of Neural Network Ensemble in NonlinearTime-Serials Forecasts .............................................45 Sijun Peng and Siru Zhu Application of Sensitivity Pruning Neural Networks in Surface Roughness Prediction ....................................................................................................................................................................48 Wang Wu, Zhang Yuan-min, and Wang Hong-ling Application of Unascertained Method and Neural Networks to Quality Assessment of Construction Project .......................................................................................................................52 Huawang Shi Application Research of Neural Network in Zigbee Locating System of Mine ..............................................56 Zhang Qinghui and Yin Hui Approximation Capability of a Novel Neural Network Model for Dynamic Systems ........................................................................................................................................................................59 Jianhai Zhang, WanZeng Kong, Senlin Zhang, and Meiqin Liu BP Neural Network with Error Feedback Input Research and Application .....................................................63 Dingsheng Wan, Yuting Hu, and Xiang Ren China Human Capital Prediction Based on the PCA-BP Artificial Neural Networks .....................................................................................................................................................................67 Ting Liu, Kejun Zhu, and Shiwei Yu Exploring of Related Issues of BP Algorithm in Load Forecasting ...................................................................71 Wei Liu MMSE Controller Design Based on RBF Neural Network ................................................................................75 Jianli Yu, Zongwei Zhang, and Liang Xu Model of Online Grain Moisture Test System Based on Improved BP Neural Network .......................................................................................................................................................................79 Jishun Jiang and Hua Ji Neural Network Model on Basin Flood Prevention Effect Assessment ...........................................................83 Yingchun Shi, yangqi Zheng, and Mao Li vi Neural Network PID Control System for the FTGS ............................................................................................87 Jiang Chang and Yan Peng PID Ramp Controller Regulated by Fuzzy RBF Neural Network .....................................................................91 Tao Jiang and Xinrong Liang Self-Tuning PID Controller Based on Improved BP Neural Network ..............................................................95 Kan Jiangming and Liu Jinhao Short Term Public Transit Dispatch Model Using State Space Neural Networks .....................................................................................................................................................................99 Jin Gao, Wei Deng, and Yan-jie Ji Study of the Safety Assessment Model of Coal Mine Based on BP Neural Network .....................................................................................................................................................................103 Yongjian Fan, Jianying Mai, and Yanguang Shen The Application of BP Neural Network Principal Component Analysis in the Forecasting the Road Traffic Accident ..........................................................................................................107 He Ming and Guo Xiucheng The Design of Self-Adaptive Controller Based on Hopfield Neural Network...............................................112 Xu wen-shang and Chen shao-hua The Recognition of Visual Evoked Potential Based on Wavelet Transformation and BP Neural Network .............................................................................................................117 Lanlan Yu and Tianxing Meng The Study of the Electric Power Harmonics Detecting Method Based on the Immune RBF Neural Network ........................................................................................................................121 Fu Guangjie and Zhao Hailong Session 2: Evolutionary Computing and Genetic Algorithms A Kind of Negative Feedback ACO Algorithm Based on Minimum Distance Balance Factor ..........................................................................................................................................................127 Wenzhan Dai, Xiaolu Shao, and Aiping Yang A Novel Constraint-Handling Method Based on Evolutionary Algorithm ....................................................130 Ximing Liang, Wen Long, Haoyu Qn, and Shanchun Li A Novel Unascertained C-Means Clustering with Application ........................................................................134 Huawang Shi A Novel Uneven Clustering Algorithm Based on Ant Colony Optimization for Wireless Sensor Networks ...............................................................................................................................138 Rongbo Zhang and Jianfu Cao An Approach to Aspect-Oriented Software Evolution Process Architecture .................................................144 Zhitao Fu, Tong Li, and Yan Hu An Efficient Guide Stars Classification Algorithm via Support Vector Machines ...................................................................................................................................................................148 Jing Sun, DeSheng Wen, and GuangRui Li vii An Experimental Study of Similarity-Based Mating on a Weight-Based Multiobjective Immune Genetic Algorithm ........................................................................................................153 Jiaquan Gao and Lei Fang An Improved Ant Colony Algorithm for PID Parameters Optimization ........................................................157 Yibao Chen, Zhong Guo, and Jiaguang Liu An Improved Weight-Based Multiobjective Genetic Algorithm and Its Application to Parallel Machine Scheduling .......................................................................................................161 Zhimin Fang An Improving Procedure of the Numerical Solution Method for Interval Quadratic Programming ..........................................................................................................................................165 Wei Li Attribute Reduction Algorithm Based on Genetic Algorithm ..........................................................................169 Zhangyan Xu, Dongyuan Gu, and Bo