Advances in Computation and Intelligence: Third International Symposium, ISICA 2008 Wuhan, China, December 19-21, 2008 Proceedings

Front Matter....Pages -
A Balanced Ensemble Learning with Adaptive Error Functions....Pages 1-8
A Self-adaptive Evolutionary Programming Based on Optimum Search Direction....Pages 9-18
Dynamic Clonal and Chaos-Mutation Evolutionary Algorithm for Function Optimization....Pages 19-27
A Parallel Self-adaptive Subspace Searching Algorithm for Solving Dynamic Function Optimization Problems....Pages 28-36
Improved GuoTao Algorithm for Unconstrained Optimization Problems....Pages 37-44
Gene Expression Programming Based on Subexpression Library and Clonal Selection....Pages 45-57
Correlation between Mutations and Self-adaptation in Evolutionary Programming....Pages 58-66
Representations of Evolutionary Electronics....Pages 67-78
A Novel Particle Swarm Optimization for Constrained Engineering Optimization Problems....Pages 79-88
An Improved Differential Evolution Based on Triple Evolutionary Strategy....Pages 89-97
Cluster-Degree Analysis and Velocity Compensation Strategy of PSO....Pages 98-106
Combine LHS with MOEA to Optimize Complex Pareto Set MOPs....Pages 107-116
Energy-Predicted Shortest Routing Tree Algorithm in Wireless Sensor Networks....Pages 117-124
Evolutionary Antenna Design via Modified Normalized GT Algorithm....Pages 125-133
Quantitative Cryptanalysis of Six-Round DES Using Evolutionary Algorithms....Pages 134-141
A K-Nearest-Neighbors Pareto Rank Assignment Strategy and Compound Crossover Operator Based NSGA-II and Its Applications on Multi-objective Optimization Functions....Pages 142-151
A Multi-objective Differential Evolutionary Algorithm Based on Spacial Distance....Pages 152-161
A Novel Opposition-Based Multi-objective Differential Evolution Algorithm for Multi-objective Optimization....Pages 162-170
Acquainted Non-convexity Multiresolution Based Optimization for Affine Parameter Estimation in Image Registration....Pages 171-180
An Improved Hybrid Multi-objective Particle Swarm Optimization Algorithm....Pages 181-188
Application of Ant Colony Optimization Algorithm to Multi-Join Query Optimization....Pages 189-197
A Hybrid Algorithm for Vehicle Routing Problem with Time Windows....Pages 198-205
An Architecture Design for Evolvable Computer....Pages 206-211
Gene Expression Programming Neural Network for Regression and Classification....Pages 212-219
Granular-Based Linguistic Models for Identification of Process System....Pages 220-227
Particle Swarm Optimization Applied to Restoration of Electrical Energy Distribution Systems....Pages 228-238
Space Regression Analysis on Geochemical Data by the GEP Evolutionary Model Based on Kriging....Pages 239-247
Fault Tolerance Improvement through Architecture Change in Artificial Neural Networks....Pages 248-257
A Strategic Model for Measuring Agility with Fuzzy Logic....Pages 258-268
Comparison on Gradient-Based Neural Dynamics and Zhang Neural Dynamics for Online Solution of Nonlinear Equations....Pages 269-279
Competitive Hopfield Neural Network with Periodic Stochastic Dynamics for Partitional Clustering....Pages 280-289
Modeling Hysteresis in Piezo Actuator Based on Neural Networks....Pages 290-296
Modeling of Grey Neural Network and Its Applications....Pages 297-305
On-Line Estimation of Biomass Concentration Based on ANN and Fuzzy C-Means Clustering....Pages 306-314
PCA-Based Elman Neural Network Algorithm....Pages 315-321
Prediction Model of Water Resources in Mine Area Based on Phase Space Reconstruction and Chaos Neural Network....Pages 322-330
Predictive Control Strategy of Hydraulic Turbine Turning System Based on BGNN Neural Network....Pages 331-341
The Application of Improved BP Neural Network Algorithm in Lithology Recognition....Pages 342-349
A Combined Classification Algorithm Based on C4.5 and NB....Pages 350-359
A Keyword Extraction Method Based on Lexical Chains....Pages 360-367
A Method of the Extraction of Texture Feature....Pages 368-377
A Transductive Learning Method for Interactive Image Segmentation....Pages 378-385
A New Approach of Feature Selection for Chinese Web Page Categorization....Pages 386-395
Easily Reconfigurable Analytical Fuzzy Predictive Controllers: Actuator Faults Handling....Pages 396-405
Incremental Manifold Learning Algorithm Using PCA on Overlapping Local Neighborhoods for Dimensionality Reduction....Pages 406-415
Intelligent 3D Face Recognition....Pages 416-425
Language Feature Mining for Music Emotion Classification via Supervised Learning from Lyrics....Pages 426-435
An Immune Multi-agent System for Network Intrusion Detection....Pages 436-445
A Novel Biology-Inspired Virus Detection Model with RVNS....Pages 446-453
A Novel Exponential Type Swarming of Foraging and Obstacle-Avoidance Behaviour Modelling and Simulating Research on Collective Motion in Multi-obstacle Environment....Pages 454-460
Algorithm of On-Line Handwriting Signature Verification Based on Discrete Fréchet Distance....Pages 461-469
Dynamic Model and Numerical Simulation of Particle Motion in Rotation Flow Field of Centrifuge....Pages 470-478
Impact on Genetic Algorithm of Different Parameters....Pages 479-488
New Fast Decision Tree Classifier for Identifying Protein Coding Regions....Pages 489-500
Phase Transition in the Evolution of Artificial Life on Random Networks....Pages 501-509
A Novel Automatic Parameters Optimization Approach Based on Differential Evolution for Support Vector Regression....Pages 510-519
An Improved Gene Expression Programming for Fuzzy Classification....Pages 520-529
An Improved K-Means Clustering Algorithm Based on Spectral Method....Pages 530-536
E-Means: An Evolutionary Clustering Algorithm....Pages 537-545
Finding Motifs of Financial Data Streams in Real Time....Pages 546-555
Improve the Accuracy of One Dependence Augmented Naive Bayes by Weighted Attribute....Pages 556-561
Multi-Relational Classification in Imbalanced Domains....Pages 562-570
Sandstorm Occurrence Frequency Short-Term Prediction Based on Bootstrap Method....Pages 571-580
Simplify Multi-valued Decision Trees....Pages 581-590
A GIS-Based Evaluation on Sensitivity of Soil Erosion in Yishusi River Watershed....Pages 591-598
A New Universal Combinatorial Operation Model with Unequal Weights....Pages 599-607
An Observer-Based Neural Network Controller for Chaotic Lorenz System....Pages 608-617
Integrated Agent-Based Modeling with GIS for Large Scale Emergency Simulation....Pages 618-625
New Research on Harmonics and Reactive Currents Detecting and Its Suppression with ANN in Single-Phase Circuit....Pages 626-636
Qualitative Spatio-temporal Reasoning about Moving Objects in Three-Dimensional Space....Pages 637-648
The Design of LQR Controller Based on Independent Mode Space for Active Vibration Control....Pages 649-658
A Multiagent Genetic Particle Swarm Optimization....Pages 659-668
About the Computation Time of Adaptive Evolutionary Algorithms....Pages 669-679
Frequency-Domain Adaptive Filtering of Batch Dealing Used for GPS Anti-jamming....Pages 680-686
Image Decomposition Based on Curvelet and Wave Atom....Pages 687-696
Theoretical and Empirical Analysis of the Learning Rate and Momentum Factor in Neural Network Modeling for Stock Prediction....Pages 697-706
Exploring Building Blocks through Crossover....Pages 707-714
A Chaotic Neural Network Combined Heuristic Strategy for Multidimensional Knapsack Problem....Pages 715-722
A New Optimization Algorithm for Weight Optimization....Pages 723-730
Combination of Global and Local Search for Real Function Optimization....Pages 731-739
Multi-Classifier Systems (MCSs) of Remote Sensing Imagery Classification Based on Texture Analysis....Pages 740-749
Particle Swarm Optimization with Dynamic Dimension Crossover for High Dimensional Problems....Pages 750-759
Stability Analysis of Discrete Hopfield Neural Networks with Weight Function Matrix....Pages 760-768
Hybrid Ant Colony Algorithm and Its Application on Function Optimization....Pages 769-777
Adaptive Shot Change Detection for Hardware Application....Pages 778-784
An Efficient Self Routing Scheme by Using Parent-Child Association for WSNs....Pages 785-794
Cryptanalysis of Transposition Cipher Using Simulated Annealing Genetic Algorithm....Pages 795-802
Driver Recognition Using Gaussian Mixture Models and Decision Fusion Techniques....Pages 803-811
Fast Partial Distortion Elimination Algorithm Using Probability Improvement of Sub-block Uniform Distribution....Pages 812-820
PSO Combined with ILS for Flowshop-Based Parallel Task Assignment Problem....Pages 821-830
Target Localization for Autonomous Soccer Robot Based on Vision Perception....Pages 831-840
Urban Land Classification Research Based on Data Field....Pages 841-848
Research and Design of Digital Synthesizer Based on MATLAB....Pages 849-857
Integrated Agent-Based Modeling with GIS for Large Scale Emergency Simulation....Pages E1-E2
Back Matter....Pages -