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Communications in Computer and Information Science

4th International Symposium on Intelligence Computation and Applications, ISICA 2009, Huangshi, China, October 23-25, 2009

By: Zhenhua Li (Editor)

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Paperback | 5 October 2009

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VolumesofLNCS 5821andCCIS51aretheproceedingsofthe 4thInternational 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 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.

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Table of Contents
Computational Intelligence Applications
Omnidirectional Motion Control for the Humanoid Soccer Robot	p. 1
Routing Algorithm Based on Gnutella Model	p. 9
Sliding-Window Recursive PLS Based Soft Sensing Model and Its Application to the Quality Control of Rubber Mixing Process	p. 16
The Research of Method Based on Complex Multi-task Parallel Scheduling Problem	p. 25
Towards a Bio-inspired Security Framework for Mission-Critical Wireless Sensor Networks	p. 35
Evolutionary Algorithms
A Cluster-Based Orthogonal Multi-Objective Genetic Algorithm	p. 45
An Analysis of Semantic Aware Crossover	p. 56
An Artificial Immune Univariate Marginal Distribution Algorithm	p. 66
An Multi-objective Evolutionary Algorithm with Lower-Dimensional Crossover and Dense Control	p. 76
Improved Evolutionary Programming and Its Application in Navigation System	p. 88
Multi-objective Emergency Facility Location Problem Based on Genetic Algorithm	p. 97
Trigonometric Curve Fitting Based on Genetic Algorithm and the Application of Data Processing in Geography	p. 104
Evolutionary Design
A Novel Crossover Operator in Evolutionary Algorithm for Logic Circuit Design
Aptasensors Design Considerations	p. 118
Latent Semantic Analysis of the Languages of Life	p. 128
Protein Folding Simulation by Two-Stage Optimization	p. 138
Search Direction Made Evolution Strategies Faster	p. 146
Topology Organization in Peer-to-Peer Platform for Genetic Algorithm Environment	p. 156
Evolutionary Image Analysis and Signal Processing
Almost Periodic Solutions for Shunting Inhibitory Cellular Neural Networks with Time-Varying and Distributed Delays	p. 162
Applications of Computational Intelligence in Remote Sensing Image Analysis	p. 171
Association Relation Mining in Multimedia Data	p. 180
DSA Image Blood Vessel Skeleton Extraction Based on Anti-concentration Diffusion and Level Set Method	p. 188
Space Camera Focusing Forecast Based on RBF Network	p. 199
Wood Defect Identification Based on Artificial Neural Network	p. 207
Evolutionary Optimization
An Improved Self-adaptive Control Parameter of Differential Evolution for Global Optimization	p. 215
Distributed Evolutionary Algorithms to TSP with Ring Topology	p. 225
Self-adaptation in Fast Evolutionary Programming	p. 232
Solving SAT Problem Based on Hybrid Differential Evolution Algorithm	p. 240
The Application of Evolution-Branching Algorithm on Earth-Mars Transfer Trajectory	p. 247
The Research of Solution to the Problems of Complex Task Scheduling Based on Self-adaptive Genetic Algorithm	p. 257
Fuzzy Logic Systems
A Novel Approach on Designing Augmented Fuzzy Cognitive Maps Using Fuzzified Decision Trees	p. 266
Computation of Uncertain Parameters by Using Fuzzy Synthetic Decision and D-S Theory	p. 276
FAHP-Based Fuzzy Comprehensive Evaluation of M&S Credibility	p. 285
Indirect Dynamic Recurrent Fuzzy Neural Network and Its Application in Identification and Control of Electro-Hydraulic Servo System	p. 295
Logistics Distribution Center Location Evaluation Based on Genetic Algorithm and Fuzzy Neural Network	p. 305
Mean-VaR Models and Algorithms for Fuzzy Portfolio Selection	p. 313
MOEA-Based Fuzzy Control for Seismically Excited Structures	p. 320
Hybrid Methods
A Hybrid E-Institution Model for VOs	p. 329
An Optimal Class Association Rule Algorithm	p. 344
Multiple Sequence Alignment Based on Chaotic PSO	p. 351
Model Checking Algorithm Based on Ant Colony Swarm Intelligence	p. 361
QPSO-MD: A Quantum Behaved Particle Swarm Optimization for Consensus Pattern Identification	p. 369
Neural Network Architectures
Prediction of Hydrocarbon Reservoir Parameter Using a GA-RBF Neural Network	p. 379
Qualitative Simulation of Teachers Group Behaviors Based on BP Neural Network	p. 387
Stabilization of Switched Dynamic Neural Networks with Discrete Delays	p. 398
ANN Designing Based on Co-evolutionary Genetic Algorithm with Degeneration	p. 406
Research on ACA-BP Neural Network Model	p. 413
Predictive Modeling for Classification
A Text-Independent Speaker Verification System Based on Cross Entropy	p. 419
An Improved Algorithm of Apriori	p. 427
An Incremental Clustering with Attribute Unbalance Considered for Categorical Data	p. 433
Decision Tree Classifier for Classification of Plant and Animal Micro RNA's	p. 443
Embedded Classification Learning for Feature Selection Based on K-Gravity Clustering	p. 452
Evaluation Measures of the Classification Performance of Imbalanced Data Sets	p. 461
Hybrid Classification of Pulmonary Nodules	p. 472
Author Index	p. 483
Table of Contents provided by Ingram. All Rights Reserved.

Communications in Computer and Information Science

4th International Symposium on Intelligence Computation and Applications, ISICA 2009, Huangshi, China, October 23-25, 2009

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