Computational Intelligence and Intelligent Systems : 4th International Symposium, ISICA 2009, Huangshi, China, October 23-25, 2009 : proceedings

Volumes Ccis 51 And Lncs 5812 Constitute The Proceedings Of The Fourth Interational Symposium On Intelligence Computation And Applications, Isica 2009, Held In Huangshi, China, During October 23-25. Isica 2009 Attracted Over 300 Submissions. Through Rigorous Reviews, 58 Papers Were Included In Lncs 5821, And 54 Papers Were Collected In Ccis 51. Isica Conferences Are One Of The First Series Of International Conferences On Computational Intelligence That Combine Elements Of Learning, Adaptation, Evolution And Fuzzy Logic To Create Programs As Alternative Solutions To Artificial Intelligence. Front Matter....Pages - Omnidirectional Motion Control for the Humanoid Soccer Robot....Pages 1-8 Routing Algorithm Based on Gnutella Model....Pages 9-15 Sliding-Window Recursive PLS Based Soft Sensing Model and Its Application to the Quality Control of Rubber Mixing Process....Pages 16-24 The Research of Method Based on Complex Multi-task Parallel Scheduling Problem....Pages 25-34 Towards a Bio-inspired Security Framework for Mission-Critical Wireless Sensor Networks....Pages 35-44 A Cluster-Based Orthogonal Multi-Objective Genetic Algorithm....Pages 45-55 An Analysis of Semantic Aware Crossover....Pages 56-65 An Artificial Immune Univariate Marginal Distribution Algorithm....Pages 66-75 An Multi-objective Evolutionary Algorithm with Lower-Dimensional Crossover and Dense Control....Pages 76-87 Improved Evolutionary Programming and Its Application in Navigation System....Pages 88-96 Multi-objective Emergency Facility Location Problem Based on Genetic Algorithm....Pages 97-103 Trigonometric Curve Fitting Based on Genetic Algorithm and the Application of Data Processing in Geography....Pages 104-109 A Novel Crossover Operator in Evolutionary Algorithm for Logic Circuit Design....Pages 110-117 Aptasensors Design Considerations....Pages 118-127 Latent Semantic Analysis of the Languages of Life....Pages 128-137 Protein Folding Simulation by Two-Stage Optimization....Pages 138-145 Search Direction Made Evolution Strategies Faster....Pages 146-155 Topology Organization in Peer-to-Peer Platform for Genetic Algorithm Environment....Pages 156-161 Almost Periodic Solutions for Shunting Inhibitory Cellular Neural Networks with Time-Varying and Distributed Delays....Pages 162-170 Applications of Computational Intelligence in Remote Sensing Image Analysis....Pages 171-179 Association Relation Mining in Multimedia Data....Pages 180-187 DSA Image Blood Vessel Skeleton Extraction Based on Anti-concentration Diffusion and Level Set Method....Pages 188-198 Space Camera Focusing Forecast Based on RBF Network....Pages 199-206 Wood Defect Identification Based on Artificial Neural Network....Pages 207-214 An Improved Self-adaptive Control Parameter of Differential Evolution for Global Optimization....Pages 215-224 Distributed Evolutionary Algorithms to TSP with Ring Topology....Pages 225-231 Self-adaptation in Fast Evolutionary Programming....Pages 232-239 Solving SAT Problem Based on Hybrid Differential Evolution Algorithm....Pages 240-246 The Application of Evolution-Branching Algorithm on Earth-Mars Transfer Trajectory....Pages 247-256 The Research of Solution to the Problems of Complex Task Scheduling Based on Self-adaptive Genetic Algorithm....Pages 257-265 A Novel Approach on Designing Augmented Fuzzy Cognitive Maps Using Fuzzified Decision Trees....Pages 266-275 Computation of Uncertain Parameters by Using Fuzzy Synthetic Decision and D-S Theory....Pages 276-284 FAHP-Based Fuzzy Comprehensive Evaluation of M&S Credibility....Pages 285-294 Indirect Dynamic Recurrent Fuzzy Neural Network and Its Application in Identification and Control of Electro-Hydraulic Servo System....Pages 295-304 Logistics Distribution Center Location Evaluation Based on Genetic Algorithm and Fuzzy Neural Network....Pages 305-312 Mean-VaR Models and Algorithms for Fuzzy Portfolio Selection....Pages 313-319 MOEA-Based Fuzzy Control for Seismically Excited Structures....Pages 320-328 A Hybrid E-Institution Model for VOs....Pages 329-343 An Optimal Class Association Rule Algorithm....Pages 344-350 Multiple Sequence Alignment Based on Chaotic PSO....Pages 351-360 Model Checking Algorithm Based on Ant Colony Swarm Intelligence....Pages 361-368 QPSO-MD: A Quantum Behaved Particle Swarm Optimization for Consensus Pattern Identification....Pages 369-378 Prediction of Hydrocarbon Reservoir Parameter Using a GA-RBF Neural Network....Pages 379-386 Qualitative Simulation of Teachers Group Behaviors Based on BP Neural Network....Pages 387-397 Stabilization of Switched Dynamic Neural Networks with Discrete Delays....Pages 398-405 ANN Designing Based on Co-evolutionary Genetic Algorithm with Degeneration....Pages 406-412 Research on ACA-BP Neural Network Model....Pages 413-418 A Text-Independent Speaker Verification System Based on Cross Entropy....Pages 419-426 An Improved Algorithm of Apriori....Pages 427-432 An Incremental Clustering with Attribute Unbalance Considered for Categorical Data....Pages 433-442 Decision Tree Classifier for Classification of Plant and Animal Micro RNA’s....Pages 443-451 Embedded Classification Learning for Feature Selection Based on K-Gravity Clustering....Pages 452-460 Evaluation Measures of the Classification Performance of Imbalanced Data Sets....Pages 461-471 Hybrid Classification of Pulmonary Nodules....Pages 472-481 Erratum to: Evaluation Measures of the Classification Performance of Imbalanced Data Sets....Pages E1-E1 Back Matter....Pages - VolumesofLNCS 5821andCCIS51aretheproceedingsofthe 4thInternational Symposium on Intelligence Computation and Applications (ISICA 2009) held in Huangshi, China, October 23{u2013}25, 2009. These two volumes are in memory of Prof. Lishan Kang, the ISICA 2009 Honorary General Chair, who was a leading?gurein the?elds of domain decomposition methods and computational intelligence. ISICA 2009 successfully attracted over 300 submissions. Through rigorous reviews, 58 high-quality papers were included in LNCS 5821, while the other 54 papers were collected in CCIS 51. ISICA conferencesare one of the?rst series of internationalconferencesoncomputationalintelligencethatcombineelementsof learning, adaptation, evolution and fuzzy logic to create programsas alternative solutions to arti?cial intelligence. The last three ISICA proceedings have been accepted in the Index to Scienti?c and Technical Proceedings (ISTP) and/or Engineering Information (EI). Following the success of the past three ISICA events, ISICA 2009 made good progress in the analysis and design of newly developed methods in the?eld of computationalintelligence. ISICA 2009featured the most up-to-dateresearchin analysisandtheoryofevolutionaryalgorithms, neuralnetworkarchitecturesand learning, fuzzy logic and control, predictive modeling for robust classi?cation, swarm intelligence, evolutionary system design, evolutionary image analysis and signal processing, and computational intelligence in engineering design. ISICA 2009 provided a venue to foster technical exchanges, renew everlasting frie- ships, and establish new connections This book constitutes the refereed proceedings of the 6th International Symposium on Intelligence Computation and Applications, ISICA 2012, held in Wuhan, China, in October 2012. The 72 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; combinatorial and numerical optimization; communications and computer networks; data mining; evolutionary multi-objective and dynamic optimization; intelligent computation, intelligent learning systems; neural networks; real-world applications.