Computational Intelligence and Intelligent Systems: 4th International Symposium, ISICA 2009, Huangshi, China, October 23-25, 2009. Proceedings PDF
Preview Computational Intelligence and Intelligent Systems: 4th International Symposium, ISICA 2009, Huangshi, China, October 23-25, 2009. Proceedings
Communications in Computer and Information Science 51 Zhihua Cai Zhenhua Li Zhuo Kang Yong Liu (Eds.) Computational Intelligence and Intelligent Systems 4th International Symposium, ISICA 2009 Huangshi, China, October 23-25, 2009 Proceedings 1 3 VolumeEditors ZhihuaCai SchoolofCompupterScience,ChinaUniversityofGeosciences,Wuhan,China E-mail:[email protected] ZhenhuaLi SchoolofComputerScience,ChinaUniversityofGeosciences,Wuhan,China E-mail:[email protected] ZhuoKang ComputationCenter,WuhanUniversity,Wuhan,China E-mail:[email protected] YongLiu SchoolofComputerScienceandEngineering,TheUniversityofAizu,Japan E-mail:[email protected] LibraryofCongressControlNumber:2009936952 CRSubjectClassification(1998):I.2,I.2.6,I.5.1,F.1,I.6,J.1 ISSN 1865-0929 ISBN-10 3-642-04961-3SpringerBerlinHeidelbergNewYork ISBN-13 978-3-642-04961-3SpringerBerlinHeidelbergNewYork Thisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialis concerned,specificallytherightsoftranslation,reprinting,re-useofillustrations,recitation,broadcasting, reproductiononmicrofilmsorinanyotherway,andstorageindatabanks.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965, initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Violationsareliable toprosecutionundertheGermanCopyrightLaw. springer.com ©Springer-VerlagBerlinHeidelberg2009 PrintedinGermany Typesetting:Camera-readybyauthor,dataconversionbyScientificPublishingServices,Chennai,India Printedonacid-freepaper SPIN:12773022 06/3180 543210 Preface VolumesofLNCS5821andCCIS51aretheproceedingsofthe4thInternational Symposium on Intelligence Computation and Applications (ISICA 2009) held in Huangshi, China, October 23–25, 2009. These two volumes are in memory of Prof. Lishan Kang, the ISICA 2009 Honorary General Chair, who was a leadingfigureinthefieldsofdomaindecompositionmethodsandcomputational intelligence. ISICA 2009 successfully attracted over 300 submissions. Through rigorous reviews,58 high-quality papers were included in LNCS 5821,while the other 54 paperswerecollectedinCCIS51.ISICAconferencesareoneofthe firstseriesof internationalconferencesoncomputationalintelligencethatcombineelementsof learning,adaptation,evolutionandfuzzy logictocreateprogramsasalternative solutions to artificial intelligence. The last three ISICA proceedings have been accepted in the Index to Scientific and Technical Proceedings (ISTP) and/or Engineering Information (EI). FollowingthesuccessofthepastthreeISICAevents,ISICA2009madegood progress in the analysis and design of newly developed methods in the field of computationalintelligence.ISICA2009featuredthemostup-to-dateresearchin analysisandtheoryofevolutionaryalgorithms,neuralnetworkarchitecturesand learning, fuzzy logic and control, predictive modeling for robust classification, swarmintelligence,evolutionarysystemdesign,evolutionaryimageanalysisand signal processing, and computational intelligence in engineering design. ISICA 2009 provided a venue to foster technical exchanges, renew everlasting friend- ships, and establish new connections. On behalf of the Organizing Committee, we would like to thank warmly the sponsors, China University of Geosciences and Hubei Normal University, who helped in one way or another to achieve our goals for the conference. We wish to express our appreciation to Springer for publishing the proceedings of ISICA 2009. We also wish to acknowledge the dedication and commitment of the LNCS and CCIS editorial staff. We would like to thank the authors for submittingtheirwork,aswellastheProgramCommitteemembersandreviewers for their enthusiasm,time andexpertise.The invaluable help ofactive members fromtheOrganizingCommittee,includingJiaoeJiang,DajunRong,HaoZhang and Xiaowen Jin, in setting up and maintaining the online submission systems, assigningthepaperstothereviewers,andpreparingthecamera-readyversionof the proceedings is highly appreciated. We would like to thank them personally for helping make ISICA 2009 a success. October 2009 Zhihua Cai Zhenhua Li Zhuo Kang Yong Liu Organization ISICA2009wasorganizedbythe SchoolofComputerScience,ChinaUniversity ofGeosciences,andHubeiNormalUniversity,andsponsoredbyChinaUniversity of Geosciences. Honorary General Chair Lishan Kang China University of Geosciences, China General Co-chairs Huiming Tang China University of Geosciences, China Boshan Chen Hubei Normal University, China Program Co-chairs Zhihua Cai China University of Geosciences, China Shudong Shi Hubei Normal University, China Yong Liu University of Aizu, Japan Publication Chair Zhenhua Li China University of Geosciences, China Program Committee Mehdi Hosseinzadeh Aghdam University of Tabriz, Iran M. Amiri Allameh Tabatabaee University, Iran Sujeevan Aseervatham University of Grenoble, France Jeremy Bolton University of Florida, USA Hua Cao Mississippi State University, USA Jiangtao Cao University of Portsmouth, UK Cheng-Hsiung Chiang Hsuan Chuang University, Taiwan, China Alessandro Ghio University of Genova, Italy Erik D. Goodman Michigan State University, USA Peng Guo UniversityofScience andTechnologyofChina, China A.S. Hadi University of Baghdad, Iraq Fei He City University of Hong Kong, China Katsuhiro Honda Osaka Prefecture University, Japan VIII Organization Yutana Jewajinda NationalElectronicsandComputerTechnology Center, Bangkok,Thailand He Jiang Dalian University of Technology, China Heli Koskimaki University of Oulu, Oulu, Finland Takio Kurita Neuroscience Research Institute National Institute ofAdvancedIndustrialScienceand Technology, Japan Juan Luis J. Laredo University of Granada, Spain Bi Li Guangdong University of Foreign Studies, China Yow Tzu Lim University of York, UK Xiaojun Lu University of Electronic Science and Technology of China, China Wenjian Luo China Science and Technology University, China Alejandro Flores M´endez LaSalle University, Mexico J.I. Serrano Universidad de Cantabria, Spain A.K.M. Khaled The University of Melbourne, Australia Ahsan Talukder H.R. Tizhoosh University of Waterloo, Canada Massimiliano Vasile University of Glasgow, UK Jun Wang The Chinese University of Hong Kong, China Yuxuan Wang Nanjing University of Posts & Telecom, China Hongjie Xing Hebei University, China Jifeng Xuan Dalian University of Technology, China Harry Zhang University of New Brunswick, Canada Local Arrangements Chair Yadong Liu China University of Geosciences, China Secretariat Jiaoe Jiang China University of Geosciences, China Dajun Rong China University of Geosciences, China Hao Zhang China University of Geosciences, China Xiaowen Jin China University of Geosciences, China Sponsoring Institutions China University of Geosciences, Wuhan,China Table of Contents Section I: Computational Intelligence Applications Omnidirectional Motion Control for the Humanoid Soccer Robot....... 1 Zhechao Gao, Jia Wu, Hongwu Chen, Bowen Pan, Hao Zheng, Dingwen Liang, and Xiaoming Liu Routing Algorithm Based on Gnutella Model ........................ 9 Feng Ye, Fengmei Zuo, and Sifa Zhang Sliding-Window Recursive PLS Based Soft Sensing Model and Its Application to the Quality Control of Rubber Mixing Process ......... 16 Kejuan Chen, Min He, and Dongzhi Zhang The Research of Method Based on Complex Multi-task Parallel Scheduling Problem .............................................. 25 Xiang Li, Peng Chen, and Li Zhu Towards a Bio-inspired Security Framework for Mission-Critical Wireless Sensor Networks ......................................... 35 Wei Ren, Jun Song, Zhao Ma, and Shiyong Huang Section II: Evolutionary Algorithms A Cluster-Based OrthogonalMulti-Objective Genetic Algorithm ....... 45 Jiankai Zhu, Guangming Dai, and Li Mo An Analysis of Semantic Aware Crossover........................... 56 Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O’Neill, Bob McKay, and Edgar Galva´n-L´opez An Artificial Immune Univariate Marginal Distribution Algorithm ..... 66 Qingbin Zhang, Shuo Kang, Junxiang Gao, Song Wu, and Yanping Tian An Multi-objective Evolutionary Algorithm with Lower-Dimensional Crossoverand Dense Control ...................................... 76 Dongdong Zhao, Sanyou Zeng, and Huanhuan Li ImprovedEvolutionaryProgrammingandIts ApplicationinNavigation System ......................................................... 88 Jianjuan Liu Multi-objectiveEmergencyFacilityLocationProblemBasedonGenetic Algorithm....................................................... 97 Dan Zhao, Yunsheng Zhao, Zhenhua Li, and Jin Chen X Table of Contents Trigonometric Curve Fitting Based on Genetic Algorithm and the Application of Data Processing in Geography........................ 104 Baolei Gu Section III: Evolutionary Design A Novel Crossover Operator in Evolutionary Algorithm for Logic Circuit Design................................................... 110 Guo-liang He, Yuan-xiang Li, and Zhongzhi Shi Aptasensors Design Considerations................................. 118 Y.C. Lim, A.Z. Kouzani, and W. Duan Latent Semantic Analysis of the Languages of Life ................... 128 Ryan Anthony Rossi Protein Folding Simulation by Two-Stage Optimization............... 138 A. Dayem Ullah, L. Kapsokalivas, M. Mann, and K. Steinho¨fel Search Direction Made Evolution Strategies Faster ................... 146 Guangming Lin, Xin Lu, and Lishan Kang Topology Organizationin Peer-to-PeerPlatform for Genetic Algorithm Environment .................................................... 156 Hong Yao and Linchen Yu Section IV: Evolutionary Image Analysis and Signal Processing Almost Periodic Solutions for Shunting Inhibitory Cellular Neural Networks with Time-Varying and Distributed Delays ................. 162 Chaojin Fu and Ailong Wu Applications of Computational Intelligence in Remote Sensing Image Analysis ........................................................ 171 Hengjian Tong, Man Zhao, and Xiang Li Association Relation Mining in Multimedia Data..................... 180 Wei Wei, Bin Ye, and Qing Li DSA Image Blood Vessel Skeleton Extraction Based on Anti-concentration Diffusion and Level Set Method................... 188 Jing Xu, Jian Wu, Daming Feng, and Zhiming Cui Space Camera Focusing Forecast Based on RBF Network ............. 199 Xingxing Wu, Jinguo Liu, and Da Yu Wood Defect Identification Based on Artificial Neural Network ........ 207 Xiao-dong Zhu, Jun Cao, Feng-hu Wang, Jian-ping Sun, and Yu Liu Table of Contents XI Section V: Evolutionary Optimization An Improved Self-adaptive Control Parameter of Differential Evolution for Global Optimization .......................................... 215 Liyuan Jia, Wenyin Gong, and Hongbin Wu Distributed Evolutionary Algorithms to TSP with Ring Topology ...... 225 Shanzhi Huang, Li Zhu, Fang Zhang, Yongxiang He, and Haidong Xue Self-adaptation in Fast Evolutionary Programming................... 232 Yong Liu Solving SAT Problem Based on Hybrid Differential Evolution Algorithm....................................................... 240 Kunqi Liu, Jingmin Zhang, Gang Liu, and Lishan Kang The Application of Evolution-Branching Algorithm on Earth-Mars Transfer Trajectory .............................................. 247 Jing Liu and Guangming Dai The Research of Solution to the Problems of Complex Task Scheduling Based on Self-adaptive Genetic Algorithm........................... 257 Li Zhu, Yongxiang He, Haidong Xue, and Leichen Chen Section VI: Fuzzy Logic Systems A Novel Approach on Designing Augmented Fuzzy Cognitive Maps Using Fuzzified Decision Trees..................................... 266 Elpiniki I. Papageorgiou Computation of Uncertain Parameters by Using Fuzzy Synthetic Decision and D-S Theory ......................................... 276 Lingling Li, Jungang Zhou, Zhigang Li, and Jingzheng Liu FAHP-Based Fuzzy Comprehensive Evaluation of M&S Credibility ..... 285 Jing Wu, Xiao-yan Wu, and Zhong-chang Gao Indirect Dynamic Recurrent Fuzzy Neural Network and Its Application in Identification and Control of Electro-Hydraulic Servo System........ 295 Yuan-feng Huang, You-wang Zhang, and Peng Min Logistics Distribution Center Location Evaluation Based on Genetic Algorithm and Fuzzy Neural Network .............................. 305 Yuxiang Shao, Qing Chen, and Zhenhua Wei Mean-VaR Models and Algorithms for Fuzzy Portfolio Selection ....... 313 Wen Dong and Jin Peng XII Table of Contents MOEA-Based Fuzzy Control for Seismically Excited Structures ........ 320 Xiang-liang Ning, Ping Tan, and Fu-lin Zhou Section VII: Hybrid Methods A Hybrid E-Institution Model for VOs.............................. 329 Youming Zhou and Ji Gao An Optimal Class Association Rule Algorithm....................... 344 Turiho Jean Claude, Sheng Yang, Chuang Li, and Kaia Xie Multiple Sequence Alignment Based on Chaotic PSO ................. 351 Xiu-juan Lei, Jing-jing Sun, and Qian-zhi Ma Model Checking Algorithm Based on Ant Colony Swarm Intelligence ... 361 Xiangning Wu, Chengyu Hu, and Yuan Wang QPSO-MD: A Quantum Behaved Particle Swarm Optimization for Consensus Pattern Identification ................................... 369 Souham Meshoul and Tasneem Al-Owaisheq Section VIII: Neural Network Architectures Prediction of Hydrocarbon Reservoir Parameter Using a GA-RBF Neural Network.................................................. 379 Jing Chen, Zhenhua Li, and Dan Zhao Qualitative Simulation of Teachers Group Behaviors Based on BP Neural Network.................................................. 387 Tianyin Liu and Bin Hu Stabilization of Switched Dynamic Neural Networks with Discrete Delays.......................................................... 398 Shiping Wen and Zhigang Zeng ANN Designing Based on Co-evolutionary Genetic Algorithm with Degeneration .................................................... 406 Xianshan Zhou, Bing Luo, and Bing Fu Research on ACA-BP Neural Network Model........................ 413 Qing Chen, Yuxiang Shao, and Zhifeng Liu Section IX: Predictive Modeling for Classification A Text-Independent Speaker Verification System Based on Cross Entropy ........................................................ 419 Xiaochun Lu and Junxun Yin
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